Most of the observable phenomena in the empirical sciences are of a multivariate nature. In financial studies, assets are observed simultaneously and their joint development is analysed to better understand general risk and to track indices. In medicine recorded observations of subjects in different locations are the basis of reliable diagnoses and medication. In quantitative marketing consumer preferences are collected in order to construct models of consumer behavior. The underlying data structure of these and many other quantitative studies of applied sciences is multivariate. Focusing on applications this book presents the tools and concepts of multivariate data analysis in a way that is understandable for non-mathematicians and practitioners who need to analyze statistical data. The book surveys the basic principles of multivariate statistical data analysis and emphasizes both exploratory and inferential statistics. All chapters have exercises that highlight applications in different fields. The third edition of this book on Applied Multivariate Statistical Analysis offers the following new features A new Chapter on Regression Models has been addedAll numerical examples have been redone, updated and made reproducible in MATLAB or R, see www.quantlet.org for a repository of quantlets.
發表於2024-12-24
Applied Multivariate Statistical Analysis 2024 pdf epub mobi 電子書 下載
圖書標籤: Multivariate Statistics 計算機科學 Statistical 統計學 textbook統計 Springer Applied
不錯
評分超級好的該主題的入門好基礎,數學味道濃厚,例子也足夠,用矩陣運算工具開乾就成,適閤手工把案例和習題都擼一遍。不過可能有人認為太數學化瞭吧,其實這個是打基礎的好辦法。
評分超級好的該主題的入門好基礎,數學味道濃厚,例子也足夠,用矩陣運算工具開乾就成,適閤手工把案例和習題都擼一遍。不過可能有人認為太數學化瞭吧,其實這個是打基礎的好辦法。
評分不錯
評分不錯
Applied Multivariate Statistical Analysis 2024 pdf epub mobi 電子書 下載