regcoeffs.getStats {mdatools}

Distribution statistics for regression coeffificents

Description

calculates standard error, t-values and p-values for regression coefficients based on Jack-Knifing method.

Usage

regcoeffs.getStats(coeffs, ci.coeffs = NULL, use.mean = TRUE)

Arguments

coeffs

array (npred x ncomp x nresp) with regression coefficients

ci.coeffs

array (npred x ncomp x nresp x cv) with regression coefficients for computing confidence intervals (e.g. from cross-validation) using Jack-Knifing method

use.mean

logical, tells how to compute standard error for regression coefficients. If TRUE mean values for ci.coeffs is computed first. If FALSE, values (coefficients computed for global model) are used as mean.

Value

a list with statistics three arrays: srandard error, t-values and p-values computed for each regression coefficient.