Bonferronis Inequalities With Applications To Tests Of Statistical Hyptheses

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Mathematical Statistics With Applications

Author : Asha Seth Kapadia
Publisher : CRC Press
ISBN 13 : 1420056476
Total Pages : 648 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Mathematical Statistics With Applications by : Asha Seth Kapadia

Download or read book Mathematical Statistics With Applications written by Asha Seth Kapadia and published by CRC Press. This book was released on 2017-07-12 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical statistics typically represents one of the most difficult challenges in statistics, particularly for those with more applied, rather than mathematical, interests and backgrounds. Most textbooks on the subject provide little or no review of the advanced calculus topics upon which much of mathematical statistics relies and furthermore contain material that is wholly theoretical, thus presenting even greater challenges to those interested in applying advanced statistics to a specific area. Mathematical Statistics with Applications presents the background concepts and builds the technical sophistication needed to move on to more advanced studies in multivariate analysis, decision theory, stochastic processes, or computational statistics. Applications embedded within theoretical discussions clearly demonstrate the utility of the theory in a useful and relevant field of application and allow readers to avoid sudden exposure to purely theoretical materials. With its clear explanations and more than usual emphasis on applications and computation, this text reaches out to the many students and professionals more interested in the practical use of statistics to enrich their work in areas such as communications, computer science, economics, astronomy, and public health.

Biostatistical Genetics and Genetic Epidemiology

Author : Robert C. Elston
Publisher : John Wiley & Sons
ISBN 13 : 9780471486312
Total Pages : 860 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Biostatistical Genetics and Genetic Epidemiology by : Robert C. Elston

Download or read book Biostatistical Genetics and Genetic Epidemiology written by Robert C. Elston and published by John Wiley & Sons. This book was released on 2002-04-22 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Genetics concerns the study of genetic forces in man. By studying our genetic make-up we are able to understand more about our heritage and evolution. Some of the original, and most significant research in genetics centred around the study of the genetics of complex diseases - genetic epidemiology. This is the third in a highly successful series of books based on articles from the Encyclopedia of Biostatistics. This volume will be a timely and comprehensive reference, for a subject that has seen a recent explosion of interest following the completion of the first draft of the Human Genome Mapping Project. The editors have updated the articles from the Human Genetics section of the EoB, have adpated other articles to give them a genetic feel, and have included a number of newly commissioned articles to ensure the work is comprehensive and provides a self-contained reference.

Statistical Hypothesis Testing in Context: Volume 52

Author : Michael P. Fay
Publisher : Cambridge University Press
ISBN 13 : 1108530435
Total Pages : 449 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Statistical Hypothesis Testing in Context: Volume 52 by : Michael P. Fay

Download or read book Statistical Hypothesis Testing in Context: Volume 52 written by Michael P. Fay and published by Cambridge University Press. This book was released on 2022-05-05 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fay and Brittain present statistical hypothesis testing and compatible confidence intervals, focusing on application and proper interpretation. The emphasis is on equipping applied statisticians with enough tools - and advice on choosing among them - to find reasonable methods for almost any problem and enough theory to tackle new problems by modifying existing methods. After covering the basic mathematical theory and scientific principles, tests and confidence intervals are developed for specific types of data. Essential methods for applications are covered, such as general procedures for creating tests (e.g., likelihood ratio, bootstrap, permutation, testing from models), adjustments for multiple testing, clustering, stratification, causality, censoring, missing data, group sequential tests, and non-inferiority tests. New methods developed by the authors are included throughout, such as melded confidence intervals for comparing two samples and confidence intervals associated with Wilcoxon-Mann-Whitney tests and Kaplan-Meier estimates. Examples, exercises, and the R package asht support practical use.

Testing Statistical Hypotheses of Equivalence and Noninferiority

Author : Stefan Wellek
Publisher : CRC Press
ISBN 13 : 9781439808191
Total Pages : 431 pages
Book Rating : 4.8/5 (81 download)

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Book Synopsis Testing Statistical Hypotheses of Equivalence and Noninferiority by : Stefan Wellek

Download or read book Testing Statistical Hypotheses of Equivalence and Noninferiority written by Stefan Wellek and published by CRC Press. This book was released on 2010-06-24 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: While continuing to focus on methods of testing for two-sided equivalence, Testing Statistical Hypotheses of Equivalence and Noninferiority, Second Edition gives much more attention to noninferiority testing. It covers a spectrum of equivalence testing problems of both types, ranging from a one-sample problem with normally distributed observations

Multiple Hypotheses Testing in the Linear Regression Model with Applications to Economics and Finance

Author : Raimund Alt
Publisher : Cuvillier Verlag
ISBN 13 : 3865373380
Total Pages : 141 pages
Book Rating : 4.8/5 (653 download)

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Book Synopsis Multiple Hypotheses Testing in the Linear Regression Model with Applications to Economics and Finance by : Raimund Alt

Download or read book Multiple Hypotheses Testing in the Linear Regression Model with Applications to Economics and Finance written by Raimund Alt and published by Cuvillier Verlag. This book was released on 2005 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Statistics and Applications

Author : Marc Moore
Publisher : IMS
ISBN 13 : 9780940600577
Total Pages : 532 pages
Book Rating : 4.6/5 (5 download)

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Book Synopsis Mathematical Statistics and Applications by : Marc Moore

Download or read book Mathematical Statistics and Applications written by Marc Moore and published by IMS. This book was released on 2003 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multiple Analyses in Clinical Trials

Author : Lemuel A. Moyé
Publisher : Springer Science & Business Media
ISBN 13 : 0387218130
Total Pages : 451 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Multiple Analyses in Clinical Trials by : Lemuel A. Moyé

Download or read book Multiple Analyses in Clinical Trials written by Lemuel A. Moyé and published by Springer Science & Business Media. This book was released on 2006-05-17 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concentrating on the rationale for the analyses, the difficulties posed by their interpretation, easily understood solutions, and useful problem sets, this book will help clinical investigators understand multiple analysis procedures and key issues. It is written for advanced medical students, clinical investigators at all levels, research groups within the pharmaceutical industry, regulators at the local, state, and federal level, and biostatisticians.

Multivariate Bonferroni-Type Inequalities

Author : John Chen
Publisher : CRC Press
ISBN 13 : 1466518456
Total Pages : 302 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Multivariate Bonferroni-Type Inequalities by : John Chen

Download or read book Multivariate Bonferroni-Type Inequalities written by John Chen and published by CRC Press. This book was released on 2016-04-19 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate Bonferroni-Type Inequalities: Theory and Applications presents a systematic account of research discoveries on multivariate Bonferroni-type inequalities published in the past decade. The emergence of new bounding approaches pushes the conventional definitions of optimal inequalities and demands new insights into linear and Frechet optimality. The book explores these advances in bounding techniques with corresponding innovative applications. It presents the method of linear programming for multivariate bounds, multivariate hybrid bounds, sub-Markovian bounds, and bounds using Hamilton circuits. The first half of the book describes basic concepts and methods in probability inequalities. The author introduces the classification of univariate and multivariate bounds with optimality, discusses multivariate bounds using indicator functions, and explores linear programming for bivariate upper and lower bounds. The second half addresses bounding results and applications of multivariate Bonferroni-type inequalities. The book shows how to construct new multiple testing procedures with probability upper bounds and goes beyond bivariate upper bounds by considering vectorized upper and hybrid bounds. It presents an optimization algorithm for bivariate and multivariate lower bounds and covers vectorized high-dimensional lower bounds with refinements, such as Hamilton-type circuits and sub-Markovian events. The book concludes with applications of probability inequalities in molecular cancer therapy, big data analysis, and more.

Testing Statistical Hypotheses of Equivalence

Author : Stefan Wellek
Publisher : CRC Press
ISBN 13 : 1420035967
Total Pages : 301 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Testing Statistical Hypotheses of Equivalence by : Stefan Wellek

Download or read book Testing Statistical Hypotheses of Equivalence written by Stefan Wellek and published by CRC Press. This book was released on 2002-11-12 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Equivalence testing has grown significantly in importance over the last two decades, especially as its relevance to a variety of applications has become understood. Yet published work on the general methodology remains scattered in specialists' journals, and for the most part, it focuses on the relatively narrow topic of bioequivalence assessment.

Some Recent Developments in Statistical Theory and Applications

Author : Kuldeep Kumar
Publisher : Universal-Publishers
ISBN 13 : 161233573X
Total Pages : 205 pages
Book Rating : 4.6/5 (123 download)

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Book Synopsis Some Recent Developments in Statistical Theory and Applications by : Kuldeep Kumar

Download or read book Some Recent Developments in Statistical Theory and Applications written by Kuldeep Kumar and published by Universal-Publishers. This book was released on 2012 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is part of the proceedings of The International Conference on Recent Developments in Statistics, Econometrics and Forecasting 2010, which was organized to provide opportunities for academics and researchers to share their knowledge on recent developments in this area. The conference featured the most up-to-date research results and applications in statistics, econometrics and forecasting. The book has fifteen chapters contributed by different authors and can be divided into five parts: Time Series and Econometric Modeling, Linear Models, Non-parametrics, Statistical Applications and Statistical Methodology. This book will be helpful to graduate students, researchers and applied statisticians working in the area of time series, statistical and econometric modeling.

Probability and Statistical Models with Applications

Author : CH. A. Charalambides
Publisher : CRC Press
ISBN 13 : 1420036084
Total Pages : 665 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Probability and Statistical Models with Applications by : CH. A. Charalambides

Download or read book Probability and Statistical Models with Applications written by CH. A. Charalambides and published by CRC Press. This book was released on 2000-09-21 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph of carefully collected articles reviews recent developments in theoretical and applied statistical science, highlights current noteworthy results and illustrates their applications; and points out possible new directions to pursue. With its enlightening account of statistical discoveries and its numerous figures and tables, Probabili

Multiple Testing Procedures with Applications to Genomics

Author : Sandrine Dudoit
Publisher : Springer Science & Business Media
ISBN 13 : 0387493174
Total Pages : 611 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Multiple Testing Procedures with Applications to Genomics by : Sandrine Dudoit

Download or read book Multiple Testing Procedures with Applications to Genomics written by Sandrine Dudoit and published by Springer Science & Business Media. This book was released on 2007-12-18 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book establishes the theoretical foundations of a general methodology for multiple hypothesis testing and discusses its software implementation in R and SAS. These are applied to a range of problems in biomedical and genomic research, including identification of differentially expressed and co-expressed genes in high-throughput gene expression experiments; tests of association between gene expression measures and biological annotation metadata; sequence analysis; and genetic mapping of complex traits using single nucleotide polymorphisms. The procedures are based on a test statistics joint null distribution and provide Type I error control in testing problems involving general data generating distributions, null hypotheses, and test statistics.

Handbook of Multiple Comparisons

Author : Xinping Cui
Publisher : CRC Press
ISBN 13 : 0429633882
Total Pages : 418 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Handbook of Multiple Comparisons by : Xinping Cui

Download or read book Handbook of Multiple Comparisons written by Xinping Cui and published by CRC Press. This book was released on 2021-11-18 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by experts that include originators of some key ideas, chapters in the Handbook of Multiple Testing cover multiple comparison problems big and small, with guidance toward error rate control and insights on how principles developed earlier can be applied to current and emerging problems. Some highlights of the coverages are as follows. Error rate control is useful for controlling the incorrect decision rate. Chapter 1 introduces Tukey's original multiple comparison error rates and point to how they have been applied and adapted to modern multiple comparison problems as discussed in the later chapters. Principles endure. While the closed testing principle is more familiar, Chapter 4 shows the partitioning principle can derive confidence sets for multiple tests, which may become important as the profession goes beyond making decisions based on p-values. Multiple comparisons of treatment efficacy often involve multiple doses and endpoints. Chapter 12 on multiple endpoints explains how different choices of endpoint types lead to different multiplicity adjustment strategies, while Chapter 11 on the MCP-Mod approach is particularly useful for dose-finding. To assess efficacy in clinical trials with multiple doses and multiple endpoints, the reader can see the traditional approach in Chapter 2, the Graphical approach in Chapter 5, and the multivariate approach in Chapter 3. Personalized/precision medicine based on targeted therapies, already a reality, naturally leads to analysis of efficacy in subgroups. Chapter 13 draws attention to subtle logical issues in inferences on subgroups and their mixtures, with a principled solution that resolves these issues. This chapter has implication toward meeting the ICHE9R1 Estimands requirement. Besides the mere multiple testing methodology itself, the handbook also covers related topics like the statistical task of model selection in Chapter 7 or the estimation of the proportion of true null hypotheses (or, in other words, the signal prevalence) in Chapter 8. It also contains decision-theoretic considerations regarding the admissibility of multiple tests in Chapter 6. The issue of selected inference is addressed in Chapter 9. Comparison of responses can involve millions of voxels in medical imaging or SNPs in genome-wide association studies (GWAS). Chapter 14 and Chapter 15 provide state of the art methods for large scale simultaneous inference in these settings.

Experimental Design Techniques in Statistical Practice

Author : William P Gardiner
Publisher : Elsevier
ISBN 13 : 0857099787
Total Pages : 410 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Experimental Design Techniques in Statistical Practice by : William P Gardiner

Download or read book Experimental Design Techniques in Statistical Practice written by William P Gardiner and published by Elsevier. This book was released on 1998-01-01 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an introduction to the diverse subject area of experimental design, with many practical and applicable exercises to help the reader understand, present and analyse the data. The pragmatic approach offers technical training for use of designs and teaches statistical and non-statistical skills in design and analysis of project studies throughout science and industry. - Provides an introduction to the diverse subject area of experimental design and includes practical and applicable exercises to help understand, present and analyse the data - Offers technical training for use of designs and teaches statistical and non-statistical skills in design and analysis of project studies throughout science and industry - Discusses one-factor designs and blocking designs, factorial experimental designs, Taguchi methods and response surface methods, among other topics

Statistics in Genetics

Author : M.Elizabeth Halloran
Publisher : Springer Science & Business Media
ISBN 13 : 9780387988283
Total Pages : 268 pages
Book Rating : 4.9/5 (882 download)

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Book Synopsis Statistics in Genetics by : M.Elizabeth Halloran

Download or read book Statistics in Genetics written by M.Elizabeth Halloran and published by Springer Science & Business Media. This book was released on 1999-06-04 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though the Genome Project will eventually result in the sequencing of the human genome, as well as the genomes of several other organisms, there will still be a need for good statistics for family studies of complex diseases. The papers in this volume are contributions by some of the leading researchers in the field to the current topics in statistical genetics. One section deals with DNA sequence matching and issues related to forensics, while another deals with statistical problems of modeling phylogenies and inferential difficulties related to the complex tree structures produced, as well as the method of coalescence.

Multiple Comparisons, Selection and Applications in Biometry

Author : Fred. M. Hoppe
Publisher : CRC Press
ISBN 13 : 1000104923
Total Pages : 576 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Multiple Comparisons, Selection and Applications in Biometry by : Fred. M. Hoppe

Download or read book Multiple Comparisons, Selection and Applications in Biometry written by Fred. M. Hoppe and published by CRC Press. This book was released on 2021-10-01 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aims to provide in-depth descriptions of the latest developments in multiple comparison methods and selection procedures, while emphasizing biometry. This text is published in honour of the 70th birthday of Charles W. Dunnett - a pioneer in statistical methodology.

The SAGE Encyclopedia of Research Design

Author : Bruce B. Frey
Publisher : SAGE Publications
ISBN 13 : 1071812106
Total Pages : 3889 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis The SAGE Encyclopedia of Research Design by : Bruce B. Frey

Download or read book The SAGE Encyclopedia of Research Design written by Bruce B. Frey and published by SAGE Publications. This book was released on 2022-01-27 with total page 3889 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Encyclopedia of Research Design maps out how one makes decisions about research design, interprets data, and draws valid inferences, undertakes research projects in an ethical manner, and evaluates experimental design strategies and results. From A-to-Z, this four-volume work covers the spectrum of research design strategies and topics including, among other things: fundamental research design principles, ethics in the research process, quantitative versus qualitative and mixed-method designs, completely randomized designs, multiple comparison tests, diagnosing agreement between data and models, fundamental assumptions in analysis of variance, factorial treatment designs, complete and incomplete block designs, Latin square and related designs, hierarchical designs, response surface designs, split-plot designs, repeated measures designs, crossover designs, analysis of covariance, statistical software packages, and much more. Research design, with its statistical underpinnings, can be especially daunting for students and novice researchers. At its heart, research design might be described simply as a formalized approach toward problem solving, thinking, and acquiring knowledge, the success of which depends upon clearly defined objectives and appropriate choice of statistical design and analysis to meet those objectives. The SAGE Encyclopedia of Research Design will assist students and researchers with their work while providing vital information on research strategies.