Display the multiverse table with results.

This method returns the multiverse table displaying all universes defined by the multiverse. Each row corresponds to a universe and each column represents a branch.

# S3 method for mverse
summary(object, ...)

# S3 method for lm_mverse
summary(object, conf.int = TRUE, conf.level = 0.95, output = "estimates", ...)

# S3 method for glm_mverse
summary(object, conf.int = TRUE, conf.level = 0.95, output = "estimates", ...)

# S3 method for glm.nb_mverse
summary(object, conf.int = TRUE, conf.level = 0.95, output = "estimates", ...)

Arguments

object: a glm.nb_mverse object.
...: Ignored.
conf.int: When TRUE (default), the estimate output includes the confidence intervals.
conf.level: The confidence level of the confidence interval returned using conf.int = TRUE. Default value is 0.95.
output: The output of interest. The possible values are "estimates" ("e"), "df", "deviance" ("de"), and "aic" ("bic"). Alternatively, the first letters may be used. Default value is "estimates".

Value

a multiverse table as a tibble.

Details

When you pass a mverse objected fitted with model, the summary table includes results of the fitted models across the multiverse.

Examples

# \donttest{

# Displaying the multiverse table without any fitted values.
hurricane_strength <- mutate_branch(
  NDAM,
  HighestWindSpeed,
  Minpressure_Updated_2014
)
mv <- create_multiverse(hurricane) %>%
  add_mutate_branch(hurricane_strength)
summary(mv)
#> # A tibble: 3 × 2
#>   universe hurricane_strength_branch
#>   <fct>    <fct>                    
#> 1 1        NDAM                     
#> 2 2        HighestWindSpeed         
#> 3 3        Minpressure_Updated_2014 
## Displaying after adding a a filter branch.
hurricane_outliers <- filter_branch(
  !Name %in% c("Katrina", "Audrey", "Andrew"),
  !Name %in% c("Katrina"),
  !Name %in% c("Katrina"),
  TRUE # include all
)
mv <- add_filter_branch(mv, hurricane_outliers)
summary(mv)
#> # A tibble: 12 × 3
#>    universe hurricane_strength_branch hurricane_outliers_branch                 
#>    <fct>    <fct>                     <fct>                                     
#>  1 1        NDAM                      "!Name %in% c(\"Katrina\", \"Audrey\", \"…
#>  2 2        NDAM                      "!Name %in% c(\"Katrina\")"               
#>  3 3        NDAM                      "!Name %in% c(\"Katrina\")"               
#>  4 4        NDAM                      "TRUE"                                    
#>  5 5        HighestWindSpeed          "!Name %in% c(\"Katrina\", \"Audrey\", \"…
#>  6 6        HighestWindSpeed          "!Name %in% c(\"Katrina\")"               
#>  7 7        HighestWindSpeed          "!Name %in% c(\"Katrina\")"               
#>  8 8        HighestWindSpeed          "TRUE"                                    
#>  9 9        Minpressure_Updated_2014  "!Name %in% c(\"Katrina\", \"Audrey\", \"…
#> 10 10       Minpressure_Updated_2014  "!Name %in% c(\"Katrina\")"               
#> 11 11       Minpressure_Updated_2014  "!Name %in% c(\"Katrina\")"               
#> 12 12       Minpressure_Updated_2014  "TRUE"                                    
# }
# \donttest{

# Displaying the multiverse table with \code{lm} models fitted.
hurricane_strength <- mutate_branch(
  NDAM,
  HighestWindSpeed,
  Minpressure_Updated_2014
)
y <- mutate_branch(
  alldeaths, log(alldeaths + 1)
)
hurricane_outliers <- filter_branch(
  !Name %in% c("Katrina", "Audrey", "Andrew"),
  TRUE # include all
)
model_specifications <- formula_branch(
  y ~ femininity,
  y ~ femininity + hurricane_strength
)
mv <- create_multiverse(hurricane) %>%
  add_filter_branch(hurricane_outliers) %>%
  add_mutate_branch(hurricane_strength, y) %>%
  add_formula_branch(model_specifications) %>%
  lm_mverse()
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in universe 1
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 2
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 3
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 4
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 5
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 6
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 7
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 8
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 9
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 10
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 11
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 12
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 13
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 14
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 15
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 16
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 17
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 18
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 19
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 20
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 21
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 22
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 23
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 24
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
summary(mv)
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> stats::lm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in default universe
#> Error in summary(model) : object 'model' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model)
#> Warning: error in universe 1
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 2
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 3
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 4
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 5
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 6
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 7
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 8
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 9
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 10
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 11
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 12
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 13
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 14
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 15
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 16
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 17
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 18
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 19
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 20
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 21
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 22
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 23
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 24
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.lm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> # A tibble: 24 × 6
#>    universe hurricane_outliers_branch              hurri…¹ y_bra…² model…³ out  
#>    <fct>    <fct>                                  <fct>   <fct>   <fct>   <lgl>
#>  1 1        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    alldea… y ~ fe… NA   
#>  2 2        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    alldea… y ~ fe… NA   
#>  3 3        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    log(al… y ~ fe… NA   
#>  4 4        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    log(al… y ~ fe… NA   
#>  5 5        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… alldea… y ~ fe… NA   
#>  6 6        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… alldea… y ~ fe… NA   
#>  7 7        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… log(al… y ~ fe… NA   
#>  8 8        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… log(al… y ~ fe… NA   
#>  9 9        "!Name %in% c(\"Katrina\", \"Audrey\"… Minpre… alldea… y ~ fe… NA   
#> 10 10       "!Name %in% c(\"Katrina\", \"Audrey\"… Minpre… alldea… y ~ fe… NA   
#> # … with 14 more rows, and abbreviated variable names
#> #   ¹hurricane_strength_branch, ²y_branch, ³model_specifications_branch
# }
# \donttest{

# Displaying the multiverse table with \code{glm} models fitted.
hurricane_strength <- mutate_branch(
  NDAM,
  HighestWindSpeed,
  Minpressure_Updated_2014
)
hurricane_outliers <- filter_branch(
  !Name %in% c("Katrina", "Audrey", "Andrew"),
  TRUE # include all
)
model_specifications <- formula_branch(
  alldeaths ~ femininity,
  alldeaths ~ femininity + hurricane_strength
)
model_distributions <- family_branch(poisson)
mv <- create_multiverse(hurricane) %>%
  add_filter_branch(hurricane_outliers) %>%
  add_mutate_branch(hurricane_strength) %>%
  add_formula_branch(model_specifications) %>%
  add_family_branch(model_distributions) %>%
  glm_mverse()
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in universe 1
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 2
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 3
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 4
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 5
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 6
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 7
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 8
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 9
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 10
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 11
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 12
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
summary(mv)
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> stats::glm -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in default universe
#> Error in summary(model) : object 'model' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model)
#> Warning: error in universe 1
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 2
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 3
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 4
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 5
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 6
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 7
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 8
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 9
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 10
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 11
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 12
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> # A tibble: 12 × 6
#>    universe hurricane_outliers_branch              hurri…¹ model…² model…³ out  
#>    <fct>    <fct>                                  <fct>   <fct>   <fct>   <lgl>
#>  1 1        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    alldea… poisson NA   
#>  2 2        "!Name %in% c(\"Katrina\", \"Audrey\"… NDAM    alldea… poisson NA   
#>  3 3        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… alldea… poisson NA   
#>  4 4        "!Name %in% c(\"Katrina\", \"Audrey\"… Highes… alldea… poisson NA   
#>  5 5        "!Name %in% c(\"Katrina\", \"Audrey\"… Minpre… alldea… poisson NA   
#>  6 6        "!Name %in% c(\"Katrina\", \"Audrey\"… Minpre… alldea… poisson NA   
#>  7 7        "TRUE"                                 NDAM    alldea… poisson NA   
#>  8 8        "TRUE"                                 NDAM    alldea… poisson NA   
#>  9 9        "TRUE"                                 Highes… alldea… poisson NA   
#> 10 10       "TRUE"                                 Highes… alldea… poisson NA   
#> 11 11       "TRUE"                                 Minpre… alldea… poisson NA   
#> 12 12       "TRUE"                                 Minpre… alldea… poisson NA   
#> # … with abbreviated variable names ¹hurricane_strength_branch,
#> #   ²model_specifications_branch, ³model_distributions_branch
# }
# \donttest{

# Displaying the multiverse table with \code{glm.nb} models fitted.
hurricane_strength <- mutate_branch(
  NDAM,
  HighestWindSpeed,
  Minpressure_Updated_2014
)
hurricane_outliers <- filter_branch(
  !Name %in% c("Katrina", "Audrey", "Andrew"),
  TRUE # include all
)
model_specifications <- formula_branch(
  alldeaths ~ femininity,
  alldeaths ~ femininity + hurricane_strength
)
mv <- create_multiverse(hurricane) %>%
  add_filter_branch(hurricane_outliers) %>%
  add_mutate_branch(hurricane_strength) %>%
  add_formula_branch(model_specifications) %>%
  glm.nb_mverse()
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in universe 1
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 2
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 3
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 4
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 5
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 6
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 7
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 8
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 9
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 10
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 11
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
#> Warning: error in universe 12
#> Error in eval(predvars, data, env) : object 'femininity' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> create_multiverse -> glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env) 
#> 
summary(mv)
#> Warning: error in default universe
#> Error in eval(predvars, data, env) : object 'femininity' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> MASS::glm.nb -> eval.parent -> eval -> eval -> stats::model.frame -> model.frame.default -> eval -> eval -> eval(predvars, data, env)
#> Warning: error in default universe
#> Error in summary(model) : object 'model' not found
#> pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> multiverse::inside -> execute_universe -> mapply ->  -> execute_code_from_universe -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model)
#> Warning: error in universe 1
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 2
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 3
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 4
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 5
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 6
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 7
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 8
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 9
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 10
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 11
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> Warning: error in universe 12
#> Error in summary(model) : object 'model' not found
#>  pkgdown::deploy_to_branch -> build_site_github_pages -> build_site -> build_site_local -> build_reference -> purrr::map -> .f -> withCallingHandlers -> data_reference_topic -> run_examples -> highlight_examples -> downlit::evaluate_and_highlight -> evaluate::evaluate -> evaluate_call -> timing_fn -> handle -> try - f, silent = TRUE) -> withCallingHandlers -> withVisible -> eval_with_user_handlers -> eval -> eval -> summary -> summary.glm.nb_mverse -> execute_multiverse -> execute_multiverse.mverse -> multiverse::execute_multiverse -> mapply ->  -> app -> FUN -> tryStack -> lapply -> FUN -> FUN -> summary -> summary(model) 
#> 
#> # A tibble: 12 × 5
#>    universe hurricane_outliers_branch                      hurri…¹ model…² out  
#>    <fct>    <fct>                                          <fct>   <fct>   <lgl>
#>  1 1        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… NDAM    alldea… NA   
#>  2 2        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… NDAM    alldea… NA   
#>  3 3        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… Highes… alldea… NA   
#>  4 4        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… Highes… alldea… NA   
#>  5 5        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… Minpre… alldea… NA   
#>  6 6        "!Name %in% c(\"Katrina\", \"Audrey\", \"Andr… Minpre… alldea… NA   
#>  7 7        "TRUE"                                         NDAM    alldea… NA   
#>  8 8        "TRUE"                                         NDAM    alldea… NA   
#>  9 9        "TRUE"                                         Highes… alldea… NA   
#> 10 10       "TRUE"                                         Highes… alldea… NA   
#> 11 11       "TRUE"                                         Minpre… alldea… NA   
#> 12 12       "TRUE"                                         Minpre… alldea… NA   
#> # … with abbreviated variable names ¹hurricane_strength_branch,
#> #   ²model_specifications_branch
# }