| 书目名称 | Multivariate Statistics |
| 副标题 | Exercises and Soluti |
| 编辑 | Wolfgang Karl Härdle,Zdeněk Hlávka |
| 视频video | |
| 概述 | Goes further than most similar textbooks by considering SIR techniques that are not found typically in multivariate textbooks.Data sets discussed in the book can be downloaded and analyzed by every st |
| 图书封面 |  |
| 描述 | .The authors present tools and concepts of multivariate data analysis by means of exercises and their solutions. The first part is devoted to graphical techniques. The second part deals with multivariate random variables and presents the derivation of estimators and tests for various practical situations. The last part introduces a wide variety of exercises in applied multivariate data analysis. The book demonstrates the application of simple calculus and basic multivariate methods in real life situations. It contains altogether more than 250 solved exercises which can assist a university teacher in setting up a modern multivariate analysis course. All computer-based exercises are available in the R language. All data sets are included in the library SMSdata that may be downloaded via the quantlet download center www.quantlet.org. Data sets are available also via the Springer webpage. For interactive display of low-dimensional projections of a multivariate data set, we recommend GGobi.. |
| 出版日期 | Textbook 2015Latest edition |
| 关键词 | data analysis; factor analysis; factor model; high dimensional data analysis; multivariate distribution; |
| 版次 | 2 |
| doi | https://doi.org/10.1007/978-3-642-36005-3 |
| isbn_softcover | 978-3-642-36004-6 |
| isbn_ebook | 978-3-642-36005-3 |
| copyright | Springer-Verlag Berlin Heidelberg 2015 |
发表于 2025-3-21 16:22:43
