getStatTestByKeyGroup: Calculate statistical test between 2 groups for each key...

In cusom/CUSOM.ShinyHelpers: CU School of Medicine Helper Functions for Shiny Applications

Calculate statistical test between 2 groups for each key value in a dataframe

Description

Calculate statistical test between 2 groups for each key value in a dataframe

Usage

getStatTestByKeyGroup(
  .data,
  id,
  key,
  response,
  independentVariable,
  baselineLabel,
  testMethod,
  ...
)

Arguments

.data	A dataframe
id	A string or numeric column - represents a unique observation within each key/group combination. PersonId, LabId, etc
key	A string or numeric column - key value for dataframe. Statistics will be computed between groups for each key value
response	A numeric column - numerical value to use with statitical test between groups.
independentVariable	A string column indicating group membership - should be binary.
baselineLabel	independentVariable label used for fold change comparison / calculation
testMethod	a string - indicating which statisical test to perform. One of either ks.test, t.test, or wilcox.test
...	dots - accomodate additional arguments function is called as parent router

Value

dataframe containing resulting p.values for each key/group stat test

cusom/CUSOM.ShinyHelpers documentation built on Oct. 23, 2023, 6:50 a.m.