by George H. Dunteman, Moon-Ho R. Ho · SAGE Publications, Inc · tapa blanda · ISBN 9780761920847
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«An Introduction to Generalized Linear Models» is the statistics manual by George H. Dunteman and Moon-Ho R. Ho, published by SAGE in paperback.
Starting from multiple regression, the book presents generalized linear models (GLMs): logistic, Poisson, and proportional hazards regression, with real data. It covers the exponential family, link functions, maximum likelihood estimation, model checking, fitting with SAS, and the connection to survival analysis.
Volume 145 of the Quantitative Applications in the Social Sciences series. First edition, 2005; 88 pages, in English.
For social science researchers who, after an introductory regression course, want to learn more advanced statistical techniques.
