Price loading...

Applied Multivariate Statistical Analysis

Econometrics

Price data last checked 102 day(s) ago - refreshing...

View at Amazon

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

Description

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. Härdle and Z. Hlávka: Multivariate Statistics - Exercises and Solutions.

Product Specifications

Format: paperback
ASIN: 3031638328
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 29 September 2024
Listed Since: 17 May 2024

Barcode

No barcode data available

Applied Multivariate Statistical Analysis

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Practical Multivariate Analysis (Chapman & Hall/CRC Texts in Statistical Science)

Practical Multivariate Analysis (Chapman & Hall/CRC Texts in Statistical Science)

Springer Matrix-Based Introduction to Multivariate Data Analysis

Matrix-Based Introduction to Multivariate Data Analysis

Multivariate Statistics: Exercises and Solutions

Applied Multivariate Analysis (Springer Texts in Statistics)

Matrix-Based Introduction to Multivariate Data Analysis

Applied Multivariate Statistics for the Social Sciences: Analyses with SAS and IBM's SPSS, Sixth Edition

Methods of Multivariate Analysis (Wiley Series in Probability and Statistics)

Multivariate Statistics: High-Dimensional and Large-Sample Approximations (Wiley Series in Probability and Statistics)

Applied Multivariate Statistics for the Social Sciences: Analyses with SAS and IBM’s SPSS, Sixth Edition

Using Multivariate Statistics: Pearson New International Edition

Applied Multivariate Data Analysis

Elements of Dimensionality Reduction and Manifold Learning

Introduction to Multivariate Analysis (Science Paperbacks)

Applied Multiway Data Analysis (Wiley Series in Probability and Statistics)

Multivariate Analysis (Wiley Series in Probability and Statistics)

Applied Machine Learning

Applied Multivariate Data Analysis: Volume II: Categorical and Multivariate Methods (Springer Texts in Statistics)

Mathematical Tools for Applied Multivariate Analysis

Applied Statistics and Multivariate Data Analysis for Business and Economics: A Modern Approach Using SPSS, Stata, and Excel

Mathematical Tools for Applied Multivariate Analysis, Revised Edition

Multivariate Statistical Methods: A Primer

Multivariate Reduced-Rank Regression: Theory, Methods and Applications: 225 (Lecture Notes in Statistics, 225)