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· 제목 : Bayesian Hierarchical Models : With Applications Using R, Second Edition (Paperback, 2 ed)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781032177151
· 쪽수 : 592쪽
· 출판일 : 2021-09-30
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9781032177151
· 쪽수 : 592쪽
· 출판일 : 2021-09-30
목차
ContentsPreface1. Bayesian Methods for Complex Data: Estimation and Inference2. Bayesian Analysis Options in R, and Coding for BUGS, JAGS, and Stan3. Model Fit, Comparison, and Checking4. Borrowing Strength via Hierarchical Estimation5. Time Structured Priors6. Representing Spatial Dependence7. Regression Techniques Using Hierarchical Priors8. Bayesian Multilevel Models9. Factor Analysis, Structural Equation Models, and Multivariate Priors10. Hierarchical Models for Longitudinal Data11. Survival and Event History Models12. Hierarchical Methods for Nonlinear and Quantile Regression
