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Book

Categorical and Nonparametric Data Analysis

ISBN : 9780367698157

Author : E. Michael Nussbaum

Publisher : Routledge

Year : 2024

Language : English

Type : Book

Description : 1. Levels of Measurement, Probability, and the Binomial Formula 2. Estimation and Hypothesis Testing 3. Random Variables and Probability Distributions 4. Contingency Tables: The Chi-Square Test of Independence and Associated Effect Sizes 5. Contingency Tables: Special Situations 6. Basic Nonparametric Tests for Ordinal Data 7. Nonparametric Tests for Multiple Independent Samples 8. Nonparametric Tests for Related Samples 9. Linear Regression and Generalized Linear Models 10. Binary Logistic Regression 11. Multinomial Logistic, Ordinal, and Poisson Regression 12. Loglinear Analysis 13. General Estimating Equations 14. Estimation Procedures 15. Choosing the Best Statistical Technique Answers to Odd Numbered Problems

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