Poston, Jr, Dudley L. (Texas A & M University), Eugenia Conde (Chapel Hill University of North Carolina), Layton M. Field (Mount St. Mary's University)

Applied Regression Models in the Social Sciences

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 400
• Erscheinungstermin: 17. August 2023
• Englisch
• Abmessung: 252mm x 177mm x 31mm
• Gewicht: 1146g
• ISBN-13: 9781108926263
• ISBN-10: 1108926266
• Artikelnr.: 67658033

Autorenporträt

Dudley L. Poston, Jr., is Emeritus Professor of Sociology at Texas A&M University. He held adjunct professor positions at People's (Renmin) University of China, Fuzhou University, and Nanjing Normal University. He has published twenty-two books and over 380 journal articles, book chapters, and related reports, and has taught demography and statistics classes to around 1,000 graduate and 5,000 undergraduate students.

Inhaltsangabe

List of figures
List of tables
Preface
1. Introduction
2. Undertaking statistical analysis using Stata
3. Undertaking statistical analysis using R
4. Descriptive statistics and the normal distribution
5. Statistical tables and cross-tabulations
6. Bivariate regression and correlation and statistical inference
7. Multiple regression and correlation
8. Regression assumptions and diagnostics and robust regression
9. Missing data
10. Issues of survey design
11. Binomial logistic regression
12. Ordinal logistic regression
13. Multinomial logistic regression
14. Count regression
15. Survival analysis
16. Multilevel models
17. Other issues and final
References
Index.