Interaction Effects in Logistic Regression
Language: en
Pages: 84
Authors: James Jaccard
Categories: Social Science
Type: BOOK - Published: 2001-02-21 - Publisher: SAGE Publications

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This book provides an introduction to the analysis of interaction effects in logistic regression by focusing on the interpretation of the coefficients of intera
Interaction Effects in Multiple Regression
Language: en
Pages: 108
Authors: James Jaccard
Categories: Social Science
Type: BOOK - Published: 2003-03-05 - Publisher: SAGE Publications

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Interaction Effects in Multiple Regression has provided students and researchers with a readable and practical introduction to conducting analyses of interactio
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Artificial intelligence
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Feature Engineering and Selection
Language: en
Pages: 266
Authors: Max Kuhn
Categories: Business & Economics
Type: BOOK - Published: 2019-07-25 - Publisher: CRC Press

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The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the mode
Interpreting and Comparing Effects in Logistic, Probit, and Logit Regression
Language: en
Pages: 174
Authors: Jacques A. P. Hagenaars
Categories: Social Science
Type: BOOK - Published: 2024-01-16 - Publisher: SAGE Publications

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Log-linear, logit and logistic regression models are the most common ways of analyzing data when (at least) the dependent variable is categorical. This volume s