Text

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.

---

Availability

No copy data

Detail Information

Series Title

-

Call Number

330 HAR a

Publisher

Heidelberg : Springer Berlin, Heidelberg., 2015

Collation

XIII, 580

Language

English

ISBN/ISSN

978-3-662-45171-7

Classification

330

Content Type

text

Media Type

computer

Carrier Type

online resource

Edition

Ed. 1

Subject(s)

Economics
Statistics for Business

Specific Detail Info

-

Statement of Responsibility

Wolfgang Karl Härdle, Léopold Simar

Other Information

Cataloger

umi

Source

https://link.springer.com/content/pdf/10.1007/978-3-662-45171-7.pdf?pdf=button

Validator

-

Digital Object Identifier (DOI)

-

Journal Volume

-

Journal Issue

-

Subtitle

-

Parallel Title

-

Other version/related

File Attachment

Comments

---

You must be logged in to post a comment