Can I read Log-Linear Models and Logistic Regression on EtoBox?

Log-Linear Models and Logistic Regression by Ronald Christensen is a nonfiction available to read on EtoBox.

What is Log-Linear Models and Logistic Regression about?

This book examines statistical models for frequency data. The primary focus is on log-linear models for contingency tables but also includes extensive discussion of logistic regression. Topics such as logistic discrimination, generalized linear models, and correspondence analysis are also explored. The treatment is designed for readers with prior knowledge of analysis of variance and regression. It builds upon the relationships between these basic models for continuous data and the analogous log-linear and logistic regression models for discrete data. While emphasizing similarities between methods for discrete and continuous data, this book also carefully examines the differences in model interpretations and evaluation that occur due to the discrete nature of the data. Numerous data sets from fields as diverse as engineering, education, sociology, and medicine are used to illustrate procedures and provide exercises. A major addition to the third edition is the availability of a companion online manual providing R code for the procedures illustrated in the book. The book begins with an extensive discussion of odds and odds ratios as well as concrete illustrations of basic independen

Who reads Log-Linear Models and Logistic Regression?

Author

Ronald Christensen

Publisher

SPRINGER INTERNATIONAL PU

Published

2025

Language

EN

ISBN

9783031690372

Category

nonfiction

Subjects

Mathematics, Mathematical Statistics, Stem