"Interpretation and Prediction of a Logistic Model" by Joseph M Hilbe

Selected Works of Joseph M Hilbe

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Unpublished Paper

Interpretation and Prediction of a Logistic Model

(2014)

Joseph M Hilbe, Arizona State University

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Abstract

A basic overview of how to model and interpret a logistic regression model, as well as how to obtain the predicted probability or fit of the model and calculate its confidence intervals. R code used for all examples; some Stata is provided as a contrast.

Keywords

logistic regression,
predicted probability,
odds ratio,
R,
Stata

Disciplines

Applied Statistics,
Categorical Data Analysis and
Statistical Models

Publication Date

March 11, 2014

Citation Information

Joseph M Hilbe. "Interpretation and Prediction of a Logistic Model" (2014)
Available at: http://works.bepress.com/joseph_hilbe/44/