fitLinearModel: Fitting linear models

In logicDT: Identifying Interactions Between Binary Predictors

Fitting linear models

Description

Method for fitting linear models. In the fashion of this package, only binary and quantitative outcomes are supported.

Usage

fitLinearModel(y, Z, logistic = TRUE)

Arguments

y	Response vector. 0-1 coding for binary outcomes, otherwise conventional regression is performed.
Z	Numeric vector of (univariate) input samples.
logistic	Logical indicating whether, in the case of a binary outcome, a logistic regression model should be fitted (TRUE) or a LDA model should be fitted (FALSE)

Details

For binary outcomes, predictions are cut at 0 or 1 for generating proper probability estimates.

Value

An object of class "linear" which contains a numeric vector of the fitted parameters b and c.

logicDT documentation built on Jan. 14, 2023, 5:06 p.m.