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Introduction to Multivariate Analysis

Posted By: AvaxGenius
Introduction to Multivariate Analysis

Introduction to Multivariate Analysis by Christopher Chatfield , Alexander J. Collins
English | PDF | 1980 | 249 Pages | ISBN : 0412160307 | 22.3 MB

This book provides an introduction to the analysis of multivariate data. It should be suitable for statisticians and other research workers who are familiar with basic probability theory and elementary inference, and also have a basic grounding in matrix algebra. The book should also be suitable as a text for undergraduate and postgraduate statistics courses on multivariate analysis. The book covers a wider range oftopics than some other books in this area. It deals with preliminary data analysis, principal component and factor analysis and traditional normal-theory material. It also covers cluster analysis and scaling techniques. In writing the book, we have tried to provide a reasonable blend of theory and practice, in contrast to much of the existing literature which concentrates on one or other aspect. Enough theory is given to introduce the concepts and to make the topics mathematically interesting.

Generalized Linear Mixed Models with Applications in Agriculture and Biology

Posted By: AvaxGenius
Generalized Linear Mixed Models with Applications in Agriculture and Biology

Generalized Linear Mixed Models with Applications in Agriculture and Biology by Josafhat Salinas Ruíz , Osval Antonio Montesinos López , Gabriela Hernández Ramírez , Jose Crossa Hiriart
English | PDF EPUB (True) | 2023 | 434 Pages | ISBN : 3031327993 | 25 MB

This book offers an introduction to mixed generalized linear models with applications to the biological sciences, basically approached from an applications perspective, without neglecting the rigor of the theory. For this reason, the theory that supports each of the studied methods is addressed and later - through examples - its application is illustrated. In addition, some of the assumptions and shortcomings of linear statistical models in general are also discussed.

Multivariate Analysis: An Application-Oriented Introduction (2nd Edition)

Posted By: hill0
Multivariate Analysis: An Application-Oriented Introduction (2nd Edition)

Multivariate Analysis: An Application-Oriented Introduction
English | 2023 | ISBN: 3658404108 | 958 Pages | PDF EPUB (True) | 130 MB

Multivariate Analysis: An Application-Oriented Introduction (Reopst)

Posted By: AvaxGenius
Multivariate Analysis: An Application-Oriented Introduction (Reopst)

Multivariate Analysis: An Application-Oriented Introduction by Klaus Backhaus
English | PDF,EPUB | 2021 | 614 Pages | ISBN : 3658325887 | 120 MB

Data can be extremely valuable if we are able to extract information from them. This is why multivariate data analysis is essential for business and science. This book offers an easy-to-understand introduction to the most relevant methods of multivariate data analysis. It is strictly application-oriented, requires little knowledge of mathematics and statistics, demonstrates the procedures with numerical examples and illustrates each method via a case study solved with IBM’s statistical software package SPSS.

Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes

Posted By: AvaxGenius
Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes

Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes by Evan L. Russell , Leo H. Chiang , Richard D. Braatz
English | PDF | 2000 | 193 Pages | ISBN : 1447111338 | 17.8 MB

Early and accurate fault detection and diagnosis for modern chemical plants can minimise downtime, increase the safety of plant operations, and reduce manufacturing costs. The process-monitoring techniques that have been most effective in practice are based on models constructed almost entirely from process data. The goal of the book is to present the theoretical background and practical techniques for data-driven process monitoring. Process-monitoring techniques presented include: Principal component analysis; Fisher discriminant analysis; Partial least squares; Canonical variate analysis.

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler

Posted By: AvaxGenius
Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler

Robust and Multivariate Statistical Methods: Festschrift in Honor of David E. Tyler by Mengxi Yi, Klaus Nordhausen
English | PDF,EPUB | 2023 | 500 Pages | ISBN : 3031226860 | 76.4 MB

This book presents recent developments in multivariate and robust statistical methods. Featuring contributions by leading experts in the field it covers various topics, including multivariate and high-dimensional methods, time series, graphical models, robust estimation, supervised learning and normal extremes. It will appeal to statistics and data science researchers, PhD students and practitioners who are interested in modern multivariate and robust statistics. The book is dedicated to David E. Tyler on the occasion of his pending retirement and also includes a review contribution on the popular Tyler’s shape matrix.

Multivariate, Multilinear and Mixed Linear Models

Posted By: AvaxGenius
Multivariate, Multilinear and Mixed Linear Models

Multivariate, Multilinear and Mixed Linear Models by Katarzyna Filipiak, Augustyn Markiewicz, Dietrich von Rosen
English | EPUB(True) | 2021 | 357 Pages | ISBN : 3030754936 | 38.7 MB

This book presents the latest findings on statistical inference in multivariate, multilinear and mixed linear models, providing a holistic presentation of the subject. It contains pioneering and carefully selected review contributions by experts in the field and guides the reader through topics related to estimation and testing of multivariate and mixed linear model parameters. Starting with the theory of multivariate distributions, covering identification and testing of covariance structures and means under various multivariate models, it goes on to discuss estimation in mixed linear models and their transformations.

ATLAS Measurements of the Higgs Boson Coupling to the Top Quark in the Higgs to Diphoton Decay Channel

Posted By: AvaxGenius
ATLAS Measurements of the Higgs Boson Coupling to the Top Quark in the Higgs to Diphoton Decay Channel

ATLAS Measurements of the Higgs Boson Coupling to the Top Quark in the Higgs to Diphoton Decay Channel by Jennet Elizabeth Dickinson
English | EPUB | 2021 | 233 Pages | ISBN : 3030863670 | 58.8 MB

During Run 2 of the Large Hadron Collider, the ATLAS experiment recorded proton-proton collision events at 13 TeV, the highest energy ever achieved in a collider. Analysis of this dataset has provided new opportunities for precision measurements of the Higgs boson, including its interaction with the top quark. The Higgs-top coupling can be directly probed through the production of a Higgs boson in association with a top-antitop quark pair (ttH). The Higgs to diphoton decay channel is among the most sensitive for ttH measurements due to the excellent diphoton mass resolution of the ATLAS detector and the clean signature of this decay.

Multivariate Analysis of Ecological Data With Ade4 (Repost)

Posted By: AvaxGenius
Multivariate Analysis of Ecological Data With Ade4 (Repost)

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.
These two goals may seem contradictory, as they concern two separate groups of scientists, namely statisticians and ecologists. However, statistical ecology has become a scientific discipline of its own, and the good use of multivariate data analysis methods by ecologists implies a fair knowledge of the mathematical properties of these methods.

Directional Statistics for Innovative Applications: A Bicentennial Tribute to Florence Nightingale

Posted By: AvaxGenius
Directional Statistics for Innovative Applications: A Bicentennial Tribute to Florence Nightingale

Directional Statistics for Innovative Applications: A Bicentennial Tribute to Florence Nightingale by Ashis SenGupta
English | EPUB | 2022 | 487 Pages | ISBN : 981191043X | 63.4 MB

In commemoration of the bicentennial of the birth of the “lady who gave the rose diagram to us”, this special contributed book pays a statistical tribute to Florence Nightingale. This book presents recent phenomenal developments, both in rigorous theory as well as in emerging methods, for applications in directional statistics, in 25 chapters with contributions from 65 renowned researchers from 25 countries. With the advent of modern techniques in statistical paradigms and statistical machine learning, directional statistics has become an indispensable tool.

Statistical Tables for Multivariate Analysis: A Handbook with References to Applications

Posted By: AvaxGenius
Statistical Tables for Multivariate Analysis: A Handbook with References to Applications

Statistical Tables for Multivariate Analysis: A Handbook with References to Applications by Heinz Kres
English | PDF | 1983 | 523 Pages | ISBN : 1461256119 | 32.8 MB

An English translation of my "Statistisahe Tafeln zur multivariaten Analysis - Ein Handbuah mit Hinweisen zur Anwendung" was planned already in 1975 when I prepared the German volume. The tables were immediately supplied with German and English headings for the inten­ ded photo-offset printing. In the meantime. new and important tables for multivariate statistiaal hypotheses and proaedures have been aompiled and published. Only four of them have been inaorporated in the present volume. The seleation of these tables must be on an individual basis for reasons of spaae.

Financial Inclusion Schemes in India

Posted By: AvaxGenius
Financial Inclusion Schemes in India

Financial Inclusion Schemes in India by Firdous Ahmad Malik
English | EPUB | 2022 | 182 Pages | ISBN : 9811913153 | 10.9 MB

The exclusion of the destitute population from the formal financial system is a long-standing problem in India. This book examines the performance of financial inclusion policies in India to understand their impact on two urban vulnerable groups, Slum Dwellers and Beggars. This study includes analysis at the national level, the variables of the financial inclusion index like Penetration, Availability, and Usage from 2006 to 2020 from the world bank data set. Similarly, the authors examine five policies on financial inclusion by conducting a primary level survey on two urban capital cities of Lucknow and Kolkata, using a well-structured questionnaire for data collection. The authors uses two sampling techniques: simple random in the case of beggars, and stratified random in the case of slum dwellers.

Financial Inclusion Schemes in India

Posted By: AvaxGenius
Financial Inclusion Schemes in India

Financial Inclusion Schemes in India by Firdous Ahmad Malik
English | PDF | 2022 | 182 Pages | ISBN : 9811913153 | 3.6 MB

The exclusion of the destitute population from the formal financial system is a long-standing problem in India. This book examines the performance of financial inclusion policies in India to understand their impact on two urban vulnerable groups, Slum Dwellers and Beggars. This study includes analysis at the national level, the variables of the financial inclusion index like Penetration, Availability, and Usage from 2006 to 2020 from the world bank data set. Similarly, the authors examine five policies on financial inclusion by conducting a primary level survey on two urban capital cities of Lucknow and Kolkata, using a well-structured questionnaire for data collection. The authors uses two sampling techniques: simple random in the case of beggars, and stratified random in the case of slum dwellers.

Multivariate Analysis of Ecological Data With Ade4 (Repost)

Posted By: AvaxGenius
Multivariate Analysis of Ecological Data With Ade4 (Repost)

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.

Recent Developments in Multivariate and Random Matrix Analysis: Festschrift in Honour of Dietrich von Rosen

Posted By: roxul
Recent Developments in Multivariate and Random Matrix Analysis: Festschrift in Honour of Dietrich von Rosen

Thomas Holgersson, "Recent Developments in Multivariate and Random Matrix Analysis: Festschrift in Honour of Dietrich von Rosen"
English | ISBN: 3030567729 | 2020 | 386 pages | PDF | 5 MB