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Author : José Luis Carrasco de la Peña
Publisher :
ISBN 13 : 9788486204549
Total Pages : 363 pages
Book Rating : 4.2/5 (45 download)
Download or read book Estadística multivariante en las ciencias de la vida written by José Luis Carrasco de la Peña and published by . This book was released on 1993-10-01 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Rafael Álvarez Cáceres
Publisher :
ISBN 13 :
Total Pages : 389 pages
Book Rating : 4.:/5 (847 download)
Download or read book Estadística multivariante y no paramétrica con SPSS written by Rafael Álvarez Cáceres and published by . This book was released on 1995 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mitchell H. Katz
Publisher : Cambridge University Press
ISBN 13 : 9780521549851
Total Pages : 228 pages
Book Rating : 4.5/5 (498 download)
Download or read book Multivariable Analysis written by Mitchell H. Katz and published by Cambridge University Press. This book was released on 2006-02-09 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to perform and interpret multivariable analysis, using plain language rather than complex derivations.
Author : K V S Sarma
Publisher : CRC Press
ISBN 13 : 0429877870
Total Pages : 242 pages
Book Rating : 4.4/5 (298 download)
Download or read book Multivariate Statistics Made Simple written by K V S Sarma and published by CRC Press. This book was released on 2018-11-19 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the advanced but essential concepts of Multivariate Statistics in a practical way while touching the mathematical logic in a befitting manner. The illustrations are based on real case studies from a super specialty hospital where active research is going on.
Author : V.I. Serdobolskii
Publisher : Springer Science & Business Media
ISBN 13 : 9401594686
Total Pages : 257 pages
Book Rating : 4.4/5 (15 download)
Download or read book Multivariate Statistical Analysis written by V.I. Serdobolskii and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate Statistical Analysis
Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 1439816808
Total Pages : 540 pages
Book Rating : 4.4/5 (398 download)
Download or read book Practical Multivariate Analysis, Fifth Edition written by Abdelmonem Afifi and published by CRC Press. This book was released on 2011-07-05 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new version of the bestselling Computer-Aided Multivariate Analysis has been appropriately renamed to better characterize the nature of the book. Taking into account novel multivariate analyses as well as new options for many standard methods, Practical Multivariate Analysis, Fifth Edition shows readers how to perform multivariate statistical analyses and understand the results. For each of the techniques presented in this edition, the authors use the most recent software versions available and discuss the most modern ways of performing the analysis. New to the Fifth Edition Chapter on regression of correlated outcomes resulting from clustered or longitudinal samples Reorganization of the chapter on data analysis preparation to reflect current software packages Use of R statistical software Updated and reorganized references and summary tables Additional end-of-chapter problems and data sets The first part of the book provides examples of studies requiring multivariate analysis techniques; discusses characterizing data for analysis, computer programs, data entry, data management, data clean-up, missing values, and transformations; and presents a rough guide to assist in choosing the appropriate multivariate analysis. The second part examines outliers and diagnostics in simple linear regression and looks at how multiple linear regression is employed in practice and as a foundation for understanding a variety of concepts. The final part deals with the core of multivariate analysis, covering canonical correlation, discriminant, logistic regression, survival, principal components, factor, cluster, and log-linear analyses. While the text focuses on the use of R, S-PLUS, SAS, SPSS, Stata, and STATISTICA, other software packages can also be used since the output of most standard statistical programs is explained. Data sets and code are available for download from the book’s web page and CRC Press Online.
Author : Bryan F.J. Manly
Publisher : CRC Press
ISBN 13 : 9780412603006
Total Pages : 238 pages
Book Rating : 4.6/5 (3 download)
Download or read book Multivariate Statistical Methods written by Bryan F.J. Manly and published by CRC Press. This book was released on 1994-07-01 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to introduce multivariate statistical methods to non-mathematicians. It is not intended to be comprehensive. Rather, the intention is to keep the details to a minimum while still conveying a good idea of what can be done. In other words, it is a book to 'get you going' in a particular area of statistical methods. This second edition has retained all of Professor Manly's crystal clear style. It is based on a course that has been taught successfully at the University of Otago for a number of years but has increased coverage on measuring distances between cases based on presence-absence data, a new selection on logistic regression, new exercises and two completely new chapters on graphical methods and ordination. The author has taken into account the major shift in the way in which computer software is used, but the emphasis is on the underlying principles rather than the use of particular programs.
Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 1351788906
Total Pages : 528 pages
Book Rating : 4.3/5 (517 download)
Download or read book Practical Multivariate Analysis written by Abdelmonem Afifi and published by CRC Press. This book was released on 2019-10-16 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business, etc. The sixth edition has been updated with a new chapter on data visualization, a distinction made between exploratory and confirmatory analyses and a new section on generalized estimating equations and many new updates throughout. This new edition will enable the book to continue as one of the leading textbooks in the area, particularly for non-statisticians. Key Features: Provides a comprehensive, practical and accessible introduction to multivariate analysis. Keeps mathematical details to a minimum, so particularly geared toward a non-statistical audience. Includes lots of detailed worked examples, guidance on computing, and exercises. Updated with a new chapter on data visualization.
Author : Kaitai Fang
Publisher : World Scientific
ISBN 13 : 9812567763
Total Pages : 470 pages
Book Rating : 4.8/5 (125 download)
Download or read book Contemporary Multivariate Analysis and Design of Experiments written by Kaitai Fang and published by World Scientific. This book was released on 2005 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Index. Subject index -- Author index
Author : Thomas Holgersson
Publisher : Springer Nature
ISBN 13 : 3030567737
Total Pages : 377 pages
Book Rating : 4.0/5 (35 download)
Download or read book Recent Developments in Multivariate and Random Matrix Analysis written by Thomas Holgersson and published by Springer Nature. This book was released on 2020-09-17 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a tribute to Professor Dietrich von Rosen on the occasion of his 65th birthday. It contains a collection of twenty original papers. The contents of the papers evolve around multivariate analysis and random matrices with topics such as high-dimensional analysis, goodness-of-fit measures, variable selection and information criteria, inference of covariance structures, the Wishart distribution and growth curve models.
Author : J.M.C. Ramalho Ribeiro
Publisher : BRILL
ISBN 13 : 9086865682
Total Pages : 411 pages
Book Rating : 4.0/5 (868 download)
Download or read book Animal products from the Mediterranean area written by J.M.C. Ramalho Ribeiro and published by BRILL. This book was released on 2023-08-28 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and its case studies focuses on typical local products and breeds, descriptions of the production systems and conservation techniques of endangered breeds/products in the Mediterranean area. Traditional and extensive systems, involving local breeds, which meet the needs of the population requiring safe foods at a reasonable costs, are validated for their specific meaning to the region. It is acknowledged that natural constraints of the Mediterranean area of climate and geography, make it unfavourable to mass production at low cost. Profit related aspects are discussed considering the different economic realities of the northern part of the basin compared to the southern part. Characteristics of typical animal production with consideration for positive and negative impacts on production systems and on the environment as well as the need to adjust to climate uncertainty and seasonal variability of feed resources, is also discussed. A focus is given to the following areas: animal production economy and social impact in the Mediterranean area; utilisation of natural resources and environmental impact of the animal production systems; possibilities for improving traditional systems; quality and traceability of typical products; moving from traditional to certified animal products.
Author : M. Ataharul Islam
Publisher : Springer
ISBN 13 : 9811037949
Total Pages : 257 pages
Book Rating : 4.8/5 (11 download)
Download or read book Analysis of Repeated Measures Data written by M. Ataharul Islam and published by Springer. This book was released on 2017-07-06 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a broad range of statistical techniques to address emerging needs in the field of repeated measures. It also provides a comprehensive overview of extensions of generalized linear models for the bivariate exponential family of distributions, which represent a new development in analysing repeated measures data. The demand for statistical models for correlated outcomes has grown rapidly recently, mainly due to presence of two types of underlying associations: associations between outcomes, and associations between explanatory variables and outcomes. The book systematically addresses key problems arising in the modelling of repeated measures data, bearing in mind those factors that play a major role in estimating the underlying relationships between covariates and outcome variables for correlated outcome data. In addition, it presents new approaches to addressing current challenges in the field of repeated measures and models based on conditional and joint probabilities. Markov models of first and higher orders are used for conditional models in addition to conditional probabilities as a function of covariates. Similarly, joint models are developed using both marginal-conditional probabilities as well as joint probabilities as a function of covariates. In addition to generalized linear models for bivariate outcomes, it highlights extended semi-parametric models for continuous failure time data and their applications in order to include models for a broader range of outcome variables that researchers encounter in various fields. The book further discusses the problem of analysing repeated measures data for failure time in the competing risk framework, which is now taking on an increasingly important role in the field of survival analysis, reliability and actuarial science. Details on how to perform the analyses are included in each chapter and supplemented with newly developed R packages and functions along with SAS codes and macro/IML. It is a valuable resource for researchers, graduate students and other users of statistical techniques for analysing repeated measures data.
Author : Kevin McGarigal
Publisher : Springer Science & Business Media
ISBN 13 : 146121288X
Total Pages : 293 pages
Book Rating : 4.4/5 (612 download)
Download or read book Multivariate Statistics for Wildlife and Ecology Research written by Kevin McGarigal and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: With its focus on the practical application of the techniques of multivariate statistics, this book shapes the powerful tools of statistics for the specific needs of ecologists and makes statistics more applicable to their course of study. It gives readers a solid conceptual understanding of the role of multivariate statistics in ecological applications and the relationships among various techniques, while avoiding detailed mathematics and the underlying theory. More importantly, the reader will gain insight into the type of research questions best handled by each technique and the important considerations in applying them. Whether used as a textbook for specialised courses or as a supplement to general statistics texts, the book emphasises those techniques that students of ecology and natural resources most need to understand and employ in their research. While targeted for upper-division and graduate students in wildlife biology, forestry, and ecology, and for professional wildlife scientists and natural resource managers, this book will also be valuable to researchers in any of the biological sciences.
Author : Martin J. Crowder
Publisher : CRC Press
ISBN 13 : 1439875219
Total Pages : 420 pages
Book Rating : 4.4/5 (398 download)
Download or read book Multivariate Survival Analysis and Competing Risks written by Martin J. Crowder and published by CRC Press. This book was released on 2012-04-17 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks and counting processes and provides many real-world examples, exercises, and R code. The text discusses survival data, survival distributions, frailty models, parametric methods, multivariate data and distributions, copulas, continuous failure, parametric likelihood inference, and non- and semi-parametric methods. There are many books covering survival analysis, but very few that cover the multivariate case in any depth. Written for a graduate-level audience in statistics/biostatistics, this book includes practical exercises and R code for the examples. The author is renowned for his clear writing style, and this book continues that trend. It is an excellent reference for graduate students and researchers looking for grounding in this burgeoning field of research.
Author : Ross L. Prentice
Publisher : CRC Press
ISBN 13 : 0429529708
Total Pages : 110 pages
Book Rating : 4.4/5 (295 download)
Download or read book The Statistical Analysis of Multivariate Failure Time Data written by Ross L. Prentice and published by CRC Press. This book was released on 2019-05-14 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Statistical Analysis of Multivariate Failure Time Data: A Marginal Modeling Approach provides an innovative look at methods for the analysis of correlated failure times. The focus is on the use of marginal single and marginal double failure hazard rate estimators for the extraction of regression information. For example, in a context of randomized trial or cohort studies, the results go beyond that obtained by analyzing each failure time outcome in a univariate fashion. The book is addressed to researchers, practitioners, and graduate students, and can be used as a reference or as a graduate course text. Much of the literature on the analysis of censored correlated failure time data uses frailty or copula models to allow for residual dependencies among failure times, given covariates. In contrast, this book provides a detailed account of recently developed methods for the simultaneous estimation of marginal single and dual outcome hazard rate regression parameters, with emphasis on multiplicative (Cox) models. Illustrations are provided of the utility of these methods using Women’s Health Initiative randomized controlled trial data of menopausal hormones and of a low-fat dietary pattern intervention. As byproducts, these methods provide flexible semiparametric estimators of pairwise bivariate survivor functions at specified covariate histories, as well as semiparametric estimators of cross ratio and concordance functions given covariates. The presentation also describes how these innovative methods may extend to handle issues of dependent censorship, missing and mismeasured covariates, and joint modeling of failure times and covariates, setting the stage for additional theoretical and applied developments. This book extends and continues the style of the classic Statistical Analysis of Failure Time Data by Kalbfleisch and Prentice. Ross L. Prentice is Professor of Biostatistics at the Fred Hutchinson Cancer Research Center and University of Washington in Seattle, Washington. He is the recipient of COPSS Presidents and Fisher awards, the AACR Epidemiology/Prevention and Team Science awards, and is a member of the National Academy of Medicine. Shanshan Zhao is a Principal Investigator at the National Institute of Environmental Health Sciences in Research Triangle Park, North Carolina.
Author : Jean Thioulouse
Publisher : Springer
ISBN 13 : 1493988506
Total Pages : 329 pages
Book Rating : 4.4/5 (939 download)
Download or read book Multivariate Analysis of Ecological Data with ade4 written by Jean Thioulouse and published by Springer. This book was released on 2018-11-08 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The organization of the book is based on ecological questions, but these questions correspond to particular classes of data analysis methods. The first chapters present both usual and multiway data analysis methods. Further chapters are dedicated for example to the analysis of spatial data, of phylogenetic structures, and of biodiversity patterns. One chapter deals with multivariate data analysis graphs. In each chapter, the basic mathematical definitions of the methods and the outputs of the R functions available in ade4 are detailed in two different boxes. The text of the book itself can be read independently from these boxes. Thus the book offers the opportunity to find information about the ecological situation from which a question raises alongside the mathematical properties of methods that can be applied to answer this question, as well as the details of software outputs. Each example and all the graphs in this book come with executable R code.
Author : Hilary L. Seal
Publisher :
ISBN 13 :
Total Pages : 232 pages
Book Rating : 4.0/5 ( download)
Download or read book Multivariate Statistical Analysis for Biologists written by Hilary L. Seal and published by . This book was released on 1968 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:
