Generate a Table with P-values from one-way ANOVA with TurkeyHSD posthoc

Given a dataframe and a set of numerical variables of that dataframe, it performs one-way ANOVA, with also TurkeyHSD posthoc tests for between groups comparison, to each desired variable and creates a new table with the p-values.

Usage

gentab_P.1wayANOVA_posthocTurkeyHSD(
  DF,
  v,
  f,
  FDR = FALSE,
  groupdiff = FALSE,
  pcutoff = 0.05,
  filter_sign = FALSE,
  cutPval = FALSE
)

Arguments

DF

a dataframe.

v

a character vector. Each element must correspond to a column name of the df, each of which must contain numeric values. Moreover, missing values are not allowed (if any, consider before replacing them using the function transf_data of the present package).

f

character vector of length 1. Name of the column of df containing the factor variables for performing the ANOVA.

FDR

logical. If TRUE, after performing the ANOVA, it also correct p-values across the different variables with a false discovery rate multiple comparison correction (method "fdr" of the function p.adjust).

groupdiff

logical. Do you also what to add an additional column indicating which group is higher?

pcutoff

a numeric of length 1, must be between 0 and 1. If groupdiff is TRUE, the difference between groups will be reported only if the p-values is below the cut-off reported here.

filter_sign

logical. If TRUE, the table will be filtered and only the p-values lower than the value specified in pcutoff will be considered.

cutPval

logical. If TRUE, it cut the p-values using the cutP function of the present package.

Value

A tibble the results of the t-tests.