mdatools (version 0.7.0)

regcoeffs: Regression coefficients

Description

class for storing and visualisation of regression coefficients for regression models

Usage

regcoeffs(coeffs, ci.coeffs = NULL, ci.alpha = 0.1)

Arguments

coeffs

vector or matrix with regression coefficients

ci.coeffs

array (nobj x ncomp x ny x cv) with regression coefficients for computing confidence intervals (e.g. from jack-knifing)

ci.alpha

significance level for computing of the confidence intervals

Value

a list (object of regcoeffs class) with fields, including:

values

an array (nvar x ncomp x ny) with regression coefficients

ci

an array (nvar x ncomp x ny) with confidence intervals for coefficients

p.values

an array (nvar x ncomp x ny) with p-values for coefficients

last two fields are available if proper values for calculation of the statistics were provided.