LogisticDx

Diagnostic tests and plots for logistic regression models. This implements the methods and examples from: Hosmer D, Lemeshow S (2003). Applied logistic regression, 2nd edition.

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Version

Install

install.packages('LogisticDx')

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Version

0.3

License

GPL (>= 2)

Maintainer

Chris Dardis

Last Published

December 20th, 2021

Functions in LogisticDx (0.3)

lbw

Low Birth Weight study data

genBinom

Generate data for binomial regression

Odds ratio for binary regression models fit with glm

Diagnostics for binomial regression

llbw

Longitudinal Low Birth Weight study data

bbdm

Benign Breast Disease Matched study data

logisticDx-package

Diagnostic Tests for Models with a Binomial Response

icu

Intensive Care Unit study data

ageChd

Age and Coronary Heart Disease data

gof

Goodness of fit tests for binomial regression

nhanes3

NHANES III data

pcs

Prostate Cancer Study data

uis

UMARU IMPACT Study data

Sample size for a given coefficient and events per covariate for model

mlbw

Matched Low Birth Weight data

mes

Mammography Experience Study data

sig

Significance tests for a binary regression models fit with glm

plot.glm

Plot diagnostics for a binomial glm model