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Calculate the Hedge G effect between two matrices

calculate_effect_size.Rd

This function takes two matrices in and calculate on a per column basis the Hedge's G effect size and the standard error. These results can be subsequently used for meta-analyses or other approaches.

This function takes two matrices in and calculate on a per column basis the Hedge's G effect size and the standard error. These results can be subsequently used for meta-analyses or other approaches.

Usage

calculate_effect_size(
  mat_a,
  mat_b,
  small_sample_correction = NULL,
  .verbose = TRUE
)

calculate_effect_size(
  mat_a,
  mat_b,
  small_sample_correction = NULL,
  .verbose = TRUE
)

Arguments

mat_a

Numerical matrix. Contains the values for group a. Assumes that rows = samples, and columns = features.

mat_b

Numerical matrix. Contains the values for group b.

small_sample_correction

Can be NULL (automatic determination if a small sample size correction should be applied) or Boolean.

.verbose

Boolean that controls verbosity of the function.

Value

x, robustly scaled.

x, robustly scaled.