Applied Multivariate Statistical Analysis
Focusing on high-dimensional applications, this 4th edition presents the tools and concepts used in multivariate data analysis in a style that is also accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields. All of the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis. The fourth edition of this book on Applied Multivariate Statistical Analysis offers the following new features: A new chapter on Variable Selection (Lasso, SCAD and Elastic Net) All exercises are supplemented by R and MATLAB code that can be found on www.quantlet.de. The practical exercises include solutions that can be found in Härdle, W. and Hlavka, Z., Multivariate Statistics: Exercises and Solutions. Springer Verlag, Heidelberg.
- ISBN 13 : 3662451719
- ISBN 10 : 9783662451717
- Judul : Applied Multivariate Statistical Analysis
- Pengarang : Wolfgang Karl Härdle, Léopold Simar, Léopold Simar,
- Kategori : Business & Economics
- Penerbit : Springer
- Bahasa : en
- Tahun : 2015
- Halaman : 580
- Google Book : https://play.google.com/store/books/details?id=KI3dBgAAQBAJ&source=gbs_api
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Ketersediaan :
The fourth edition of this book on Applied Multivariate Statistical Analysis offers the following new features: A new chapter on Variable Selection (Lasso, SCAD and Elastic Net) All exercises are supplemented by R and MATLAB code that can ...