단행본
Generalized linear models and extensions
- 판사항
- 3rd ed
- 발행사항
- College Station, Tex.: Stata Press, 2012
- 형태사항
- xxiv, 455 p. : ill.; 24cm
- ISBN
- 9781597181051
- 청구기호
- 413.8 H262g
- 서지주기
- Includes bibliographical references (p. [437]-446) and indexes
- 키워드
- Generalized, linear, models, extensions
소장정보
위치 | 등록번호 | 청구기호 / 출력 | 상태 | 반납예정일 |
---|---|---|---|---|
이용 가능 (1) | ||||
1자료실 | 00015103 | 대출가능 | - |
이용 가능 (1)
- 등록번호
- 00015103
- 상태/반납예정일
- 대출가능
- -
- 위치/청구기호(출력)
- 1자료실
책 소개
This book presents a thorough examination of generalized linear model (GLM) estimation methods as well as the derivation of all major GLM families. Examined families include Gaussian, gamma, inverse Gaussian, binomial, Poisson, geometric, and negative binomial. The text also contains various models that have been developed on the basis of GLM theory, including GAM, ordered binomial models, multinomial logit and probit models, GEE and other quasi-likelihood models, fixed and random effects models, and random intercept and random parameter models. Using Stata, the book offers numerous examples to assist you in applying the models to your own data situations.
목차
Foundations of Generalized Linear Models. Continuous Response Models. Binomial Response Models. Count Response Models. Multinomial Response Models. Extensions to the GLM. Stata Software. Tables. References. Author Index. Subject Index.