wrapper.t_ks_test: t-test / ks-test wrapper

In jkylearmstrong/MyExamplePackage: What the Package Does (One Line, Title Case)

t-test / ks-test wrapper

Description

A wrapper function that performs a one-versus the rest t-test & ks-test

Usage

wrapper.t_ks_test(
  df,
  factor,
  factor_level,
  continuous_feature,
  verbose = FALSE
)

Arguments

df	a tibble - data-frame or connection
factor	a categorical variable in df ; note in SQLlite there is no factor variable but the user thinks of this variable as a factor
factor_level	sets the "first" class in a one-versus-rest t.test and ks.test analysis
verbose	was useful in creating the function to identify variables causing errors, and create output for those types of cases, set to FALSE by default
continuous_feature'	represented by a character string of the feature name to perform t.test and ks.test on

Value

A row-tibble with columns: Feature, mean_diff_est, ttest.pvalue, mean_Target, mean_Control, kstest.pvalue, N_Target, N_Control, conf.low, conf.high, statistic, sd_Target, sd_Control, parameter, method, alternative

Examples

## Not run: 
wrapper.t_ks_test(df=A_DATA_TBL_2 ,
                 factor = DIABETES ,
                 factor_level = 1,
                 'Age')

## End(Not run)

jkylearmstrong/MyExamplePackage documentation built on April 15, 2022, 1:14 a.m.