Auto survey analysis

Auto survey analysis

Usage

auto_svy_analysis(
  design,
  group = NULL,
  group_key_sep = " -/- ",
  na_rm = TRUE,
  vartype = "ci",
  level = 0.95,
  bind = TRUE
)

Arguments

design

A srvyr::design object.

group

A quoted vector of columns to group by. Default to NULL for no group.

group_key_sep

A character string to separate grouping column names in a fancy 'group_key' column.

na_rm

Should NAs from var be removed? Default to TRUE.

vartype

Report variability as one or more of: standard error ("se", default), confidence interval ("ci"), variance ("var") or coefficient of variation ("cv").

level

A single number or vector of numbers indicating the confidence level

bind

Boolean. Output a dataframe or a list?

Value

A survey-summarized-median data frame

Automation

auto_svy_analysis performs a very basic automated analysis. All numeric columns get means and medians. All character columns get a proportion.

See also

Other survey analysis functions: svy_analysis(), svy_interact(), svy_mean(), svy_median(), svy_proportion(), svy_quantile(), svy_ratio()