Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Applied Multivariate Statistical Analysis : Mathematics and Statistics (R0) - Wolfgang Karl Härdle

Applied Multivariate Statistical Analysis

By: Wolfgang Karl Härdle, Léopold Simar, Matthias R. Fengler

eText | 28 September 2024 | Edition Number 6

At a Glance

eText

$179.00

or 4 interest-free payments of $44.75 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

Now in its sixth edition, this textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. Each chapter features hands-on exercises that showcase applications across various fields of multivariate data analysis. These exercises utilize high-dimensional to ultra-high-dimensional data, reflecting real-world challenges in big data analysis.

For this new edition, the book has been updated and revised and now includes new chapters on modern machine learning techniques for dimension reduction and data visualization, namely locally linear embedding, t-distributed stochastic neighborhood embedding, and uniform manifold approximation and projection, which overcome the shortcomings of traditional visualization and dimension reduction techniques.

Solutions to the book's exercises are supplemented by R and MATLAB or SAS computer code and are available online on the Quantlet and Quantinar platforms. Practical exercises from this book and their solutions can also be found in the accompanying Springer book by W.K. Hardle and Z. Hlavka: Multivariate Statistics - Exercises and Solutions.

on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematicsProbability & StatisticsEconomicsEconometricsEconomic StatisticsApplied MathematicsEconomic Theory & Philosophy

More in Econometrics

White Anxiety - Douglas Hines

eBOOK

White Anxiety

eBook

RRP $20.89

$19.99

Macroeconomics Beyond GDP - Muleta-Erena

eBOOK

Macroeconomics Beyond GDP

eBook

RRP $21.99

$20.99

A Field Guide to Urban Economics - Matthew Turner

eBOOK

A Field Guide to Urban Economics

eBook

RRP $145.94

$116.81

20%
OFF

This product is categorised by