logregmodel {LogicReg}

Format of class logregmodel

Description

This help file contains a description of the format of class logregmodel.

Usage

logregmodel()

Value

An object of class logregtree has the following components:

ntrees

the number of trees in the current model.

nleaves

the number of leaves for the fitted model.

coef

the coefficients for this model.

score

the score of the fitted model.

trees

a list of ntrees objects of class logregtree.

Author(s)

Ingo Ruczinski [e-mail] and Charles Kooperberg [e-mail].

References

Ruczinski I, Kooperberg C, LeBlanc ML (2003). Logic Regression, Journal of Computational and Graphical Statistics, 12, 475-511.

Ruczinski I, Kooperberg C, LeBlanc ML (2002). Logic Regression - methods and software. Proceedings of the MSRI workshop on Nonlinear Estimation and Classification (Eds: D. Denison, M. Hansen, C. Holmes, B. Mallick, B. Yu), Springer: New York, 333-344.

Kooperberg C, Ruczinski I, LeBlanc ML, Hsu L (2001). Sequence Analysis using Logic Regression, Genetic Epidemiology, 21, S626-S631.

Selected chapters from the dissertation of Ingo Ruczinski, available from https://research.fredhutch.org/content/dam/stripe/kooperberg/ingophd-logic.pdf

See Also

logreg, plot.logregmodel, print.logregmodel, logregtree

Examples

logregmodel()       # displays this help file
help(logregmodel)   # equivalent