Liu, Xing (Education professor)

Applied ordinal logistic regression using Stata : from single-level to multilevel modeling / Xing Liu. - Los Angeles : Sage, c2016. - xxiv, 523 p. : ill.

Includes bibliographical references and index.

Chapter 1 Stata Basics -- Chapter 2 Review of Basic Statistics -- Chapter 3 Logistic Regression for Binary Data -- Chapter 4 Proportional Odds Models for Ordinal Response Variables -- Chapter 5 Partial Proportional Odds Models and Generalized Ordinal Logistic Regression Models -- Chapter 6 Continuation Ratio Models -- Chapter 7 Adjacent Categories Logistic Regression Models -- Chapter 8 Stereotype Logistic Regression Models -- Chapter 9 Ordinal Logistic Regression With Complex Survey Sampling Designs -- Chapter 10 Multilevel Modeling for Continuous and Binary Response Variables -- Chapter 11 Multilevel Modeling for Ordinal Response Variables -- Chapter 12 Beyond Ordinal Logistic Regression Models: Ordinal Probit Regression Models and Multinomial Logistic Regression Models.

9781483319759 (pbk.) 148331975X (pbk.)


Stata.


Logistic regression analysis -- Data processing.
Regression analysis -- Data processing.

QA278.2 / .L58 2016

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