R: Format of class logregmodel

logregmodel {LogicReg} | R Documentation

## 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 ingo@jhu.edu and Charles Kooperberg clk@fredhutch.org.

### 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 http://kooperberg.fhcrc.org/logic/documents/ingophd-logic.pdf

### See Also

`logreg`, `plot.logregmodel`, `print.logregmodel`, `logregtree`

### Examples

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

[Package LogicReg version 1.6.2 Index]