Applied regression models in the social sciences / Dudley L. Poston, Jr., Eugenia Conde, Layton M. Field.

Format:

Book

Author/Creator:

Poston, Dudley L., 1940- author.

Conde, Eugenia, 1972- author.

Field, Layton M., 1985- author.

Language:

English

Subjects (All):

Social sciences--Research.

Social sciences.

Regression analysis.

Physical Description:

xxiv, 534 pages : illustrations ; 26 cm

Place of Publication:

Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2024.

Summary:

"An accessible and practical guide to the use of applied regression models in testing and evaluating hypotheses dealing with social relationships, with example applications using relevant statistical methods in both Stata and R"-- Provided by publisher.

Contents:

Brief Contents: Introduction

Undertaking statistical analysis using Stata

Undertaking statistical analysis using R

Descriptive statistics and the normal distribution

Statistical tables and cross-tabulations

Bivariate regression and correlation and statistical inference

Multiple regression and correlation

Regression assumptions and diagnostics and robust regression

Missing data

Issues of survey design

Binomial logistic regression

Ordinal logistic regression

Multinomial logistic regression

Count regression

Survival analysis

Multilevel models

Other issues and final thoughts.

Notes:

Includes bibliographical references and index.

Other Format:

Online version: Poston, Dudley L., 1940- Applied regression models in the social sciences

ISBN:

9781108831024

1108831028

9781108926263

1108926266

OCLC:

1372391848