Tag: Multivariate

Free Download Linear and Graphical Models: for the Multivariate Complex Normal Distribution By H. H. Andersen, M. Højbjerre, D. Sørensen, P. S. Eriksen (auth.)
1995 | 183 Pages | ISBN: 0387945210 | PDF | 4 MB
In the last decade, graphical models have become increasingly popular as a statistical tool. This book is the first which provides an account of graphical models for multivariate complex normal distributions. Beginning with an introduction to the multivariate complex normal distribution, the authors develop the marginal and conditional distributions of random vectors and matrices. Then they introduce complex MANOVA models and parameter estimation and hypothesis testing for these models. After introducing undirected graphs, they then develop the theory of complex normal graphical models including the maximum likelihood estimation of the concentration matrix and hypothesis testing of conditional independence.

Free Download Applied Multivariate Statistical Analysis
English | 2024 | ISBN: 3031638328 | 628 Pages | PDF EPUB (True) | 77 MB
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.

Free Download Multivariate Analysis of Ecological Data With Ade4 by Jean Thioulouse
English | EPUB | 2018 | 334 Pages | ISBN : 1493988484 | 95.5 MB
This book introduces the ade4 package for R which provides multivariate methods for the analysis of ecological data. It is implemented around the mathematical concept of the duality diagram, and provides a unified framework for multivariate analysis. The authors offer a detailed presentation of the theoretical framework of the duality diagram and also of its application to real-world ecological problems.

Free Download Jhareswar Maiti, "Multivariate Statistical Modeling in Engineering and Management"
English | 2022 | ISBN: 1466564369 | PDF | pages: 636 | 17.5 mb
The book focuses on problem solving for practitioners and model building for academicians under multivariate situations. This book helps readers in understanding the issues, such as knowing variability, extracting patterns, building relationships, and making objective decisions. A large number of multivariate statistical models are covered in the book. The readers will learn how a practical problem can be converted to a statistical problem and how the statistical solution can be interpreted as a practical solution.

Free Download Henryk Wozniakowski, "Tractability of Multivariate Problems: Volume I: Linear Information"
English | 2008 | pages: 396 | ISBN: 3037190264 | PDF | 2,4 mb
This is the first volume of a three-volume set comprising a comprehensive study of the tractability of multivariate problems. It si devoted to tractability in the case of algorithms using linear information and develops the theory for multivariate problems in various worst case, average case, randomized and probabilistic.

Free Download Multivariate Algorithms and Information-Based Complexity
by Fred J. / Kritzer
English | 2020 | ISBN: 3110633116 | 158 Pages | True EPUB | 17 MB

Free Download Introduction to Multivariate Calibration: A Practical Approach, Second Edition by Alejandro C. Olivieri
English | PDF EPUB (True) | 2024 | 309 Pages | ISBN : 3031641434 | 72.5 MB
This book contains several new sections that provide even more in-depth knowledge on the topics. New content on the classical least-squares model, which shows its advantages and limitations in greater detail, was added. Additionally, the book contains a new section on the inverse least-squares model, which explains how it differs from the classical model and its applications in chemometrics. Furthermore, a new chapter on principal component analysis, which covers the concept in greater detail and its applications in chemometrics, is added. This book also includes several real-world examples to help you better understand the topic. Overall, this book provides the reader with even more comprehensive knowledge on chemometrics and multivariate calibration, making it an essential resource for students and professionals alike.

Free Download Mastering Multivariate Analysis
Published 6/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 42m | Size: 633 MB
Mastering The Wide World of Classification and Prediction

Free Download Multivariate Analysis of Ecological Data With Ade4 by Jean Thioulouse
English | EPUB | 2018 | 334 Pages | ISBN : 1493988484 | 95.5 MB
This book introduces the ade4 package for R which provides multivariate methods for the analysis of ecological data. It is implemented around the mathematical concept of the duality diagram, and provides a unified framework for multivariate analysis. The authors offer a detailed presentation of the theoretical framework of the duality diagram and also of its application to real-world ecological problems.

Free Download S. James Press, "Applied Multivariate Analysis: Using Bayesian and Frequentist Methods of Inference, Second Edition "
English | ISBN: 0486442365 | 2005 | 704 pages | EPUB | 11 MB
Geared toward upper-level undergraduates and graduate students, this two-part treatment deals with the foundations of multivariate analysis as well as related models and applications.