Graphical Analysis Of Multi Response Data

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Graphical Analysis of Multi-Response Data

Author : Kaye Enid Basford
Publisher : CRC Press
ISBN 13 : 1000715205
Total Pages : 606 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Graphical Analysis of Multi-Response Data by : Kaye Enid Basford

Download or read book Graphical Analysis of Multi-Response Data written by Kaye Enid Basford and published by CRC Press. This book was released on 2020-02-03 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive summary of new and existing approaches to analyzing multiresponse data, Graphical Analysis of Multiresponse Data emphasizes graphical procedures. These procedures are then used, in various ways, to analyze, summarize, and present data from a specific, well-known plant breeding trial. These procedures result in overlap plots, their corresponding semigraphical tables, scatter plot matrices, profiles across environments and attributes for individual genotypes and groups of genotypes, and principal components. The interpretation of these displays, as an aid to understanding, is illustrated and discussed. Techniques for choosing expressions for the observed quantities are also emphasized. Graphical Analysis of Multiresponse Data is arranged into three parts: What can usefully be done Consequences for the example Approaches and choices in more detail That structure enables the reader to obtain an overview of what can be found, and to then delve into various aspects more deeply if desired. Statisticians, data analysts, biometricians, plant breeders, behavioral scientists, social scientists, and engineering scientists will find Graphical Analysis of Multiresponse Data offers invaluable assistance. Its details are also of interest to scientists in private firms, government institutions, and research organizations who are concerned with the analysis and interpretation of experimental multiresponse data.

Graphical Analysis of Multi-Response Data

Author : Kaye Enid Basford
Publisher : CRC Press
ISBN 13 : 9780849303845
Total Pages : 610 pages
Book Rating : 4.3/5 (38 download)

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Book Synopsis Graphical Analysis of Multi-Response Data by : Kaye Enid Basford

Download or read book Graphical Analysis of Multi-Response Data written by Kaye Enid Basford and published by CRC Press. This book was released on 1998-10-21 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive summary of new and existing approaches to analyzing multiresponse data, Graphical Analysis of Multiresponse Data emphasizes graphical procedures. These procedures are then used, in various ways, to analyze, summarize, and present data from a specific, well-known plant breeding trial. These procedures result in overlap plots, their corresponding semigraphical tables, scatter plot matrices, profiles across environments and attributes for individual genotypes and groups of genotypes, and principal components. The interpretation of these displays, as an aid to understanding, is illustrated and discussed. Techniques for choosing expressions for the observed quantities are also emphasized. Graphical Analysis of Multiresponse Data is arranged into three parts: What can usefully be done Consequences for the example Approaches and choices in more detail That structure enables the reader to obtain an overview of what can be found, and to then delve into various aspects more deeply if desired. Statisticians, data analysts, biometricians, plant breeders, behavioral scientists, social scientists, and engineering scientists will find Graphical Analysis of Multiresponse Data offers invaluable assistance. Its details are also of interest to scientists in private firms, government institutions, and research organizations who are concerned with the analysis and interpretation of experimental multiresponse data.

Analysis and Design of Certain Quantitative Multiresponse Experiments

Author : S. N. Roy
Publisher : Elsevier
ISBN 13 : 148315789X
Total Pages : 316 pages
Book Rating : 4.4/5 (831 download)

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Book Synopsis Analysis and Design of Certain Quantitative Multiresponse Experiments by : S. N. Roy

Download or read book Analysis and Design of Certain Quantitative Multiresponse Experiments written by S. N. Roy and published by Elsevier. This book was released on 2014-05-15 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and Design of Certain Quantitative Multiresponse Experiments highlights (i) the need for multivariate analysis of variance (MANOVA); (ii) the need for multivariate design for multiresponse experiments; and (iii) the actual procedures and interpretation that have been used for this purpose by the authors. The development in this monograph is such that the theory and methods of uniresponse analysis and design stay very close to classical ANOVA. The book first discusses the multivariate aspect of linear models for location type of parameters, but under a univariate design, i.e. one in which each experimental unit is measured or studied with respect to all the responses. Separate chapters cover point estimation of location parameters; testing of linear hypotheses; properties of test procedures; and confidence bounds on a set of parametric functions. Subsequent chapters discuss a graphical internal comparison method for analyzing certain kinds of multiresponse experimental data; two classes of multiresponse designs, i.e. designated hierarchical and p-block designs; and the construction of various kinds of multiresponse designs.

Methods for Statistical Data Analysis of Multivariate Observations

Author : R. Gnanadesikan
Publisher : John Wiley & Sons
ISBN 13 : 1118030923
Total Pages : 386 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Methods for Statistical Data Analysis of Multivariate Observations by : R. Gnanadesikan

Download or read book Methods for Statistical Data Analysis of Multivariate Observations written by R. Gnanadesikan and published by John Wiley & Sons. This book was released on 2011-01-25 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide for multivariate statistical techniques-- nowupdated and revised In recent years, innovations in computer technology and statisticalmethodologies have dramatically altered the landscape ofmultivariate data analysis. This new edition of Methods forStatistical Data Analysis of Multivariate Observations explorescurrent multivariate concepts and techniques while retaining thesame practical focus of its predecessor. It integrates methods anddata-based interpretations relevant to multivariate analysis in away that addresses real-world problems arising in many areas ofinterest. Greatly revised and updated, this Second Edition provides helpfulexamples, graphical orientation, numerous illustrations, and anappendix detailing statistical software, including the S (or Splus)and SAS systems. It also offers * An expanded chapter on cluster analysis that covers advances inpattern recognition * New sections on inputs to clustering algorithms and aids forinterpreting the results of cluster analysis * An exploration of some new techniques of summarization andexposure * New graphical methods for assessing the separations among theeigenvalues of a correlation matrix and for comparing sets ofeigenvectors * Knowledge gained from advances in robust estimation anddistributional models that are slightly broader than themultivariate normal This Second Edition is invaluable for graduate students, appliedstatisticians, engineers, and scientists wishing to usemultivariate techniques in a variety of disciplines.

Statistical Testing Strategies in the Health Sciences

Author : Albert Vexler
Publisher : CRC Press
ISBN 13 : 1315353016
Total Pages : 622 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Statistical Testing Strategies in the Health Sciences by : Albert Vexler

Download or read book Statistical Testing Strategies in the Health Sciences written by Albert Vexler and published by CRC Press. This book was released on 2017-12-19 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Testing Strategies in the Health Sciences provides a compendium of statistical approaches for decision making, ranging from graphical methods and classical procedures through computationally intensive bootstrap strategies to advanced empirical likelihood techniques. It bridges the gap between theoretical statistical methods and practical procedures applied to the planning and analysis of health-related experiments. The book is organized primarily based on the type of questions to be answered by inference procedures or according to the general type of mathematical derivation. It establishes the theoretical framework for each method, with a substantial amount of chapter notes included for additional reference. It then focuses on the practical application for each concept, providing real-world examples that can be easily implemented using corresponding statistical software code in R and SAS. The book also explains the basic elements and methods for constructing correct and powerful statistical decision-making processes to be adapted for complex statistical applications. With techniques spanning robust statistical methods to more computationally intensive approaches, this book shows how to apply correct and efficient testing mechanisms to various problems encountered in medical and epidemiological studies, including clinical trials. Theoretical statisticians, medical researchers, and other practitioners in epidemiology and clinical research will appreciate the book’s novel theoretical and applied results. The book is also suitable for graduate students in biostatistics, epidemiology, health-related sciences, and areas pertaining to formal decision-making mechanisms.

Proceedings of the First General Conference on Social Graphics, Leesburg, Virginia, October 22-24, 1978

Author : Vincent P. Barabba
Publisher :
ISBN 13 :
Total Pages : 192 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Proceedings of the First General Conference on Social Graphics, Leesburg, Virginia, October 22-24, 1978 by : Vincent P. Barabba

Download or read book Proceedings of the First General Conference on Social Graphics, Leesburg, Virginia, October 22-24, 1978 written by Vincent P. Barabba and published by . This book was released on 1980 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linear Regression Analysis with JMP and R

Author : Rachel T. Silvestrini
Publisher : Quality Press
ISBN 13 : 0873899695
Total Pages : 468 pages
Book Rating : 4.8/5 (738 download)

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Book Synopsis Linear Regression Analysis with JMP and R by : Rachel T. Silvestrini

Download or read book Linear Regression Analysis with JMP and R written by Rachel T. Silvestrini and published by Quality Press. This book was released on 2018-04-26 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive but low-cost textbook is intended for use in an undergraduate level regression course, as well as for use by practitioners. The authors have included some statistical details throughout the book but focus on interpreting results for real applications of regression analysis. Chapters are devoted to data collection and cleaning; data visualization; model fitting and inference; model prediction and inference; model diagnostics; remedial measures; model selection techniques; model validation; and a case study demonstrating the techniques outlined throughout the book. The examples throughout each chapter are illustrated using the software packages R and JMP. At the end of each chapter, there is a tutorial section demonstrating the use of both R and JMP. The R tutorial contains source code and the JMP tutorial contains a step by step guide. Each chapter also includes exercises for further study and learning.

Survival Analysis with Interval-Censored Data

Author : Kris Bogaerts
Publisher : CRC Press
ISBN 13 : 1351643053
Total Pages : 537 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Survival Analysis with Interval-Censored Data by : Kris Bogaerts

Download or read book Survival Analysis with Interval-Censored Data written by Kris Bogaerts and published by CRC Press. This book was released on 2017-11-20 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: Survival Analysis with Interval-Censored Data: A Practical Approach with Examples in R, SAS, and BUGS provides the reader with a practical introduction into the analysis of interval-censored survival times. Although many theoretical developments have appeared in the last fifty years, interval censoring is often ignored in practice. Many are unaware of the impact of inappropriately dealing with interval censoring. In addition, the necessary software is at times difficult to trace. This book fills in the gap between theory and practice. Features: -Provides an overview of frequentist as well as Bayesian methods. -Include a focus on practical aspects and applications. -Extensively illustrates the methods with examples using R, SAS, and BUGS. Full programs are available on a supplementary website. The authors: Kris Bogaerts is project manager at I-BioStat, KU Leuven. He received his PhD in science (statistics) at KU Leuven on the analysis of interval-censored data. He has gained expertise in a great variety of statistical topics with a focus on the design and analysis of clinical trials. Arnošt Komárek is associate professor of statistics at Charles University, Prague. His subject area of expertise covers mainly survival analysis with the emphasis on interval-censored data and classification based on longitudinal data. He is past chair of the Statistical Modelling Society and editor of Statistical Modelling: An International Journal. Emmanuel Lesaffre is professor of biostatistics at I-BioStat, KU Leuven. His research interests include Bayesian methods, longitudinal data analysis, statistical modelling, analysis of dental data, interval-censored data, misclassification issues, and clinical trials. He is the founding chair of the Statistical Modelling Society, past-president of the International Society for Clinical Biostatistics, and fellow of ISI and ASA.

Analysis of Capture-Recapture Data

Author : Rachel S. McCrea
Publisher : CRC Press
ISBN 13 : 1439836604
Total Pages : 302 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Analysis of Capture-Recapture Data by : Rachel S. McCrea

Download or read book Analysis of Capture-Recapture Data written by Rachel S. McCrea and published by CRC Press. This book was released on 2014-08-01 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: An important first step in studying the demography of wild animals is to identify the animals uniquely through applying markings, such as rings, tags, and bands. Once the animals are encountered again, researchers can study different forms of capture-recapture data to estimate features, such as the mortality and size of the populations. Capture-rec

Missing Data Analysis in Practice

Author : Trivellore Raghunathan
Publisher : CRC Press
ISBN 13 : 1482211939
Total Pages : 227 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Missing Data Analysis in Practice by : Trivellore Raghunathan

Download or read book Missing Data Analysis in Practice written by Trivellore Raghunathan and published by CRC Press. This book was released on 2015-10-28 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Missing Data Analysis in Practice provides practical methods for analyzing missing data along with the heuristic reasoning for understanding the theoretical underpinnings. Drawing on his 25 years of experience researching, teaching, and consulting in quantitative areas, the author presents both frequentist and Bayesian perspectives. He describes ea

Power Analysis of Trials with Multilevel Data

Author : Mirjam Moerbeek
Publisher : CRC Press
ISBN 13 : 1498729908
Total Pages : 275 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Power Analysis of Trials with Multilevel Data by : Mirjam Moerbeek

Download or read book Power Analysis of Trials with Multilevel Data written by Mirjam Moerbeek and published by CRC Press. This book was released on 2015-07-01 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power Analysis of Trials with Multilevel Data is a valuable reference for anyone who wants to perform power calculations on trials with hierarchical data. It provides a thorough overview of power analysis, familiarizing you with terminology and notation, outlining the key concepts of statistical power and power analysis, and covering all common hierarchical designs.

Statistical Analysis of Gene Expression Microarray Data

Author : Terry Speed
Publisher : CRC Press
ISBN 13 : 1135441367
Total Pages : 332 pages
Book Rating : 4.1/5 (354 download)

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Book Synopsis Statistical Analysis of Gene Expression Microarray Data by : Terry Speed

Download or read book Statistical Analysis of Gene Expression Microarray Data written by Terry Speed and published by CRC Press. This book was released on 2003-03-26 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer scientists as well as statisticians all need an accessible, systematic treatment of the techniques used for analyzing the vast amounts of data generated by large-scale gene expression studies

Meta-analysis of Binary Data Using Profile Likelihood

Author : Dankmar Bohning
Publisher : CRC Press
ISBN 13 : 1420011332
Total Pages : 207 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Meta-analysis of Binary Data Using Profile Likelihood by : Dankmar Bohning

Download or read book Meta-analysis of Binary Data Using Profile Likelihood written by Dankmar Bohning and published by CRC Press. This book was released on 2008-03-27 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing reliable information on an intervention effect, meta-analysis is a powerful statistical tool for analyzing and combining results from individual studies. Meta-Analysis of Binary Data Using Profile Likelihood focuses on the analysis and modeling of a meta-analysis with individually pooled data (MAIPD). It presents a unifying approac

Technical Paper

Author :
Publisher :
ISBN 13 :
Total Pages : 574 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Technical Paper by :

Download or read book Technical Paper written by and published by . This book was released on 1979 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Technical Paper (United States. Bureau of the Census).

Author :
Publisher :
ISBN 13 :
Total Pages : 190 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Technical Paper (United States. Bureau of the Census). by :

Download or read book Technical Paper (United States. Bureau of the Census). written by and published by . This book was released on 1980 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Collected Works of John W. Tukey

Author : L.V. Jones
Publisher : CRC Press
ISBN 13 : 9780534051013
Total Pages : 630 pages
Book Rating : 4.0/5 (51 download)

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Book Synopsis The Collected Works of John W. Tukey by : L.V. Jones

Download or read book The Collected Works of John W. Tukey written by L.V. Jones and published by CRC Press. This book was released on 1987-05-15 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of eleven articles compiles important papers by Tukey that examine the intriguing problems inherent in the area of multiple comparisons and provide a useful framework for thinking about them. Each volume in the set is indexed and contains a bibliography.

Correspondence Analysis in Practice, Third Edition

Author : Michael Greenacre
Publisher : CRC Press
ISBN 13 : 1315352958
Total Pages : 572 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Correspondence Analysis in Practice, Third Edition by : Michael Greenacre

Download or read book Correspondence Analysis in Practice, Third Edition written by Michael Greenacre and published by CRC Press. This book was released on 2017-01-20 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the author’s 45 years of experience in multivariate analysis, Correspondence Analysis in Practice, Third Edition, shows how the versatile method of correspondence analysis (CA) can be used for data visualization in a wide variety of situations. CA and its variants, subset CA, multiple CA and joint CA, translate two-way and multi-way tables into more readable graphical forms — ideal for applications in the social, environmental and health sciences, as well as marketing, economics, linguistics, archaeology, and more. Michael Greenacre is Professor of Statistics at the Universitat Pompeu Fabra, Barcelona, Spain, where he teaches a course, amongst others, on Data Visualization. He has authored and co-edited nine books and 80 journal articles and book chapters, mostly on correspondence analysis, the latest being Visualization and Verbalization of Data in 2015. He has given short courses in fifteen countries to environmental scientists, sociologists, data scientists and marketing professionals, and has specialized in statistics in ecology and social science.