000			01854nam a2200193 4500
020			_a9783030260057
082			_a519.535 _bHAR
084			_2Colon Classification
100			_aHärdle,Wolfgang Karl
245			_aApplied Multivariate Statistical Analysis / _cby Wolfgang Karl Härdle, Léopold Simar
250			_a5th ed.
260			_aSWITZERLAND: _bSpringer, _c2019.
520			_aThis textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields, and all the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis. For this new edition, the book has been updated and extensively revised and now includes an extended chapter on cluster analysis. All solutions to the exercises are supplemented by R and MATLAB or SAS computer code and can be downloaded from the Quantlet platform. Practical exercises from this book and their solutions can also be found in the accompanying Springer book by W.K. Härdle and Z. Hlávka: Multivariate Statistics - Exercises and Solutions. The Quantlet platform, quantlet.de, quantlet.com, quantlet.org, is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web. QuantNet and the corresponding data-driven document-based visualization allow readers to reproduce the tables, pictures and calculations presented in this Springer book.
650			_aTheory of Economics
650			_a Statistics
650			_aProbability & Statistics
700			_aSimar, Léopold
942			_cBK
999			_c685170 _d685170