- 商品参数
-
- 作者:
吴浪,邱瑾著
- 出版社:科学出版社
- 出版时间:2020-05-01 00:00:00
- 版次:1
- 页数:226
- 开本:16开
- 装帧:平装
- ISBN:9787030412430
- 国别/地区:中国
- 版权提供:科学出版社
The main contents of this book include principal components analysis, factor analysis, discriminant analysis and cluster analysis, inference for a multivariate normal population,discrete or categorical multivariate data, copula models, linear and nonlinear regression models, generalized linear models,multivariate regression and MANOVA models, longitudinal data, panel data, and repeated measurements, methods for missing data, robust multivariate analysis, and selected topics. The focus of this book is on conceptual understanding of the models and methods for multivariate data, rather than tedious mathematical derivations or proofs. Extensive real data examples are presented using software R. This book is written as a textbook for undergraduate and graduate students i statistics, as well as graduate students in other fields.