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· 제목 : Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R (Hardcover)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 선형/비선형 프로그래밍
· ISBN : 9781439885383
· 쪽수 : 418쪽
· 출판일 : 2020-12-29
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 선형/비선형 프로그래밍
· ISBN : 9781439885383
· 쪽수 : 418쪽
· 출판일 : 2020-12-29
목차
Beyond Least Squares: Using Likelihoods to Fit and Compare Models. Modeling and Inference. Distribution Theory. Poisson Regression. Generalized Linear Models (GLMs): A Unifying Theory. Logistic Regression. Correlated Data. Repeated Measures. Introduction to Multilevel Models. Two Level Longitudinal Data. Multilevel Data with More Than Two Levels. Crossed Random Effects. Generalized Linear Mulilevel Models. Technical Issues in Multilevel Modeling.
