Repeated Measurements And Cross Over Designs

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Repeated Measurements and Cross-Over Designs

Author : Damaraju Raghavarao,Lakshmi Padgett
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 53,8 Mb
Release : 2014-03-25
Category : Science
ISBN : 9781118709306

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Repeated Measurements and Cross-Over Designs by Damaraju Raghavarao,Lakshmi Padgett Pdf

An introduction to state-of-the-art experimental design approaches to better understand and interpret repeated measurement data in cross-over designs. Repeated Measurements and Cross-Over Designs: Features the close tie between the design, analysis, and presentation of results Presents principles and rules that apply very generally to most areas of research, such as clinical trials, agricultural investigations, industrial procedures, quality control procedures, and epidemiological studies Includes many practical examples, such as PK/PD studies in the pharmaceutical industry, k-sample and one sample repeated measurement designs for psychological studies, and residual effects of different treatments in controlling conditions such as asthma, blood pressure, and diabetes. Utilizes SAS(R) software to draw necessary inferences. All SAS output and data sets are available via the book's related website. This book is ideal for a broad audience including statisticians in pre-clinical research, researchers in psychology, sociology, politics, marketing, and engineering.

Repeated Measurements and Cross-Over Designs

Author : Damaraju Raghavarao,Lakshmi Padgett
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 42,7 Mb
Release : 2014-04-14
Category : Science
ISBN : 9781118709252

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Repeated Measurements and Cross-Over Designs by Damaraju Raghavarao,Lakshmi Padgett Pdf

An introduction to state-of-the-art experimental design approaches to better understand and interpret repeated measurement data in cross-over designs. Repeated Measurements and Cross-Over Designs: Features the close tie between the design, analysis, and presentation of results Presents principles and rules that apply very generally to most areas of research, such as clinical trials, agricultural investigations, industrial procedures, quality control procedures, and epidemiological studies Includes many practical examples, such as PK/PD studies in the pharmaceutical industry, k-sample and one sample repeated measurement designs for psychological studies, and residual effects of different treatments in controlling conditions such as asthma, blood pressure, and diabetes. Utilizes SAS(R) software to draw necessary inferences. All SAS output and data sets are available via the book's related website. This book is ideal for a broad audience including statisticians in pre-clinical research, researchers in psychology, sociology, politics, marketing, and engineering.

Linear and Nonlinear Models for the Analysis of Repeated Measurements

Author : Edward Vonesh,Vernon M. Chinchilli
Publisher : CRC Press
Page : 590 pages
File Size : 50,8 Mb
Release : 1996-11-01
Category : Mathematics
ISBN : 0824782488

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Linear and Nonlinear Models for the Analysis of Repeated Measurements by Edward Vonesh,Vernon M. Chinchilli Pdf

Integrates the latest theory, methodology and applications related to the design and analysis of repeated measurement. The text covers a broad range of topics, including the analysis of repeated measures design, general crossover designs, and linear and nonlinear regression models. It also contains a 3.5 IBM compatible disk, with software to implement immediately the techniques.

Clinical Research

Author : Manfred Stommel,Celia Wills
Publisher : Lippincott Williams & Wilkins
Page : 484 pages
File Size : 45,7 Mb
Release : 2004
Category : Medical
ISBN : 0781735181

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Clinical Research by Manfred Stommel,Celia Wills Pdf

This unique textbook integrates statistical concepts into evidence-based clinical practice and patient management. Research concepts and techniques are drawn from epidemiology, bio-statistics, and psychometrics, as well as educational and social science research. Clinical examples throughout the text illustrate practical and scientifically sound applications of the concepts. Data tables and research vignettes highlight statistical distributions involving probability. Methods to locate and utilize web-based information relevant to clinical research are discussed, and web URLs are provided. Further learning is encouraged by the inclusion of suggested activities, recommended readings, references, and a comprehensive glossary of research terms. Additional resources are available at a Connection Website, connection.LWW.com/go/stommel.

Analysis of High Dimensional Repeated Measures Designs

Author : Muhammad Rauf Ahmad
Publisher : Cuvillier Verlag
Page : 115 pages
File Size : 54,6 Mb
Release : 2008
Category : Electronic
ISBN : 9783867277341

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Analysis of High Dimensional Repeated Measures Designs by Muhammad Rauf Ahmad Pdf

Design and Analysis of Cross-Over Trials, Second Edition

Author : Byron Jones,Michael G. Kenward
Publisher : CRC Press
Page : 390 pages
File Size : 52,7 Mb
Release : 2003-03-12
Category : Mathematics
ISBN : 9781420036091

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Design and Analysis of Cross-Over Trials, Second Edition by Byron Jones,Michael G. Kenward Pdf

The first edition of Design and Analysis of Cross-Over Trials quickly became the standard reference on the subject and has remained so for more than 12 years. In that time, however, the use of cross-over trials has grown rapidly, particularly in the pharmaceutical arena, and researchers have made a number of advances in both the theory and methods applicable to these trials. Completely revised and updated, the long-awaited second edition of this classic text retains its predecessor's careful balance of theory and practice while incorporating new approaches, more data sets, and a broader scope. Enhancements in the second edition include: A new chapter on bioequivalence Recently developed methods for analyzing longitudinal continuous and categorical data Real-world examples using the SAS system A comprehensive catalog of designs, datasets, and SAS programs available on a companion Web site at www.crcpress.com The authors' exposition gives a clear, unified account of the design and analysis of cross-over trials from a statistical perspective along with their methodological underpinnings. With SAS programs and a thorough treatment of design issues, Design and Analysis of Cross-Over Trials, Second Edition sets a new standard for texts in this area and undoubtedly will be of direct practical value for years to come.

Cross-over Trials in Clinical Research

Author : Stephen S. Senn
Publisher : John Wiley & Sons
Page : 364 pages
File Size : 54,8 Mb
Release : 2003-07-25
Category : Mathematics
ISBN : 9780470854587

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Cross-over Trials in Clinical Research by Stephen S. Senn Pdf

Cross-over trials are an important class of design used in the pharmaceutical industry and medical research, and their use continues to grow. Cross-over Trials in Clinical Research, Second Edition has been fully updated to include the latest methodology used in the design and analysis of cross-over trials. It includes more background material, greater coverage of important statistical techniques, including Bayesian methods, and discussion of analysis using a number of statistical software packages. * Comprehensive coverage of the design and analysis of cross-over trials. * Each technique is carefully explained and the mathematics is kept to a minimum. * Features many real and original examples, taken from the author's vast experience. * Includes discussion of analysis using SAS, S-Plus and, GenStat, StatXact and Excel. * Written in a style suitable for statisticians and physicians alike. * Computer programs to accompany the examples in the book can be downloaded from the Web Primarily aimed at statisticians and researchers working in the pharmaceutical industry, the book will also appeal to physicians involved in clinical research and students of medical statistics.

Repeated Measures Design for Empirical Researchers

Author : J. P. Verma
Publisher : John Wiley & Sons
Page : 280 pages
File Size : 42,9 Mb
Release : 2015-08-31
Category : Science
ISBN : 9781119052715

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Repeated Measures Design for Empirical Researchers by J. P. Verma Pdf

Introduces the applications of repeated measures design processes with the popular IBM® SPSS® software Repeated Measures Design for Empirical Researchers presents comprehensive coverage of the formation of research questions and the analysis of repeated measures using IBM SPSS and also includes the solutions necessary for understanding situations where the designs can be used. In addition to explaining the computation involved in each design, the book presents a unique discussion on how to conceptualize research problems as well as identify appropriate repeated measures designs for research purposes. Featuring practical examples from a multitude of domains including psychology, the social sciences, management, and sports science, the book helps readers better understand the associated theories and methodologies of repeated measures design processes. The book covers various fundamental concepts involved in the design of experiments, basic statistical designs, computational details, differentiating independent and repeated measures designs, and testing assumptions. Along with an introduction to IBM SPSS software, Repeated Measures Design for Empirical Researchers includes: A discussion of the popular repeated measures designs frequently used by researchers, such as one-way repeated measures ANOVA, two-way repeated measures design, two-way mixed design, and mixed design with two-way MANOVA Coverage of sample size determination for the successful implementation of designing and analyzing a repeated measures study A step-by-step guide to analyzing the data obtained with real-world examples throughout to illustrate the underlying advantages and assumptions A companion website with supplementary IBM SPSS data sets and programming solutions as well as additional case studies Repeated Measures Design for Empirical Researchers is a useful textbook for graduate- and PhD-level students majoring in biostatistics, the social sciences, psychology, medicine, management, sports, physical education, and health. The book is also an excellent reference for professionals interested in experimental designs and statistical sciences as well as statistical consultants and practitioners from other fields including biological, medical, agricultural, and horticultural sciences. J. P. Verma, PhD, is Professor of Statistics and Director of the Center for Advanced Studies at Lakshmibai National Institute of Physical Education, India. Professor Verma is an active researcher in sports modeling and data analysis and has conducted many workshops on research methodology, research designs, multivariate analysis, statistical modeling, and data analysis for students of management, physical education, social science, and economics. He is the author of Statistics for Exercise Science and Health with Microsoft® Office Excel®, also published by Wiley.

Modern Experimental Design

Author : Thomas P. Ryan
Publisher : John Wiley & Sons
Page : 624 pages
File Size : 40,6 Mb
Release : 2007-02-02
Category : Mathematics
ISBN : 9780471210771

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Modern Experimental Design by Thomas P. Ryan Pdf

A complete and well-balanced introduction to modern experimental design Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications. Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of: Conditional effects analysis as a proposed general method of analysis Multiresponse optimization Space-filling designs, including Latin hypercube and uniform designs Restricted regions of operability and debarred observations Analysis of Means (ANOM) used to analyze data from various types of designs The application of available software, including Design-Expert, JMP, and MINITAB This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners.

Optimal Crossover Designs

Author : Aloke Dey
Publisher : World Scientific
Page : 238 pages
File Size : 44,7 Mb
Release : 2009
Category : Science
ISBN : 9789812818430

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Optimal Crossover Designs by Aloke Dey Pdf

This monograph presents a comprehensive and up-to-date account of the developments in optimality aspects of crossover designs. Crossover designs are immensely useful in various areas of human investigation including agriculture, animal nutrition, clinical trials, pharmaceutical studies, biological assays, weather modification experiments, sensory evaluation of food products and learning experiments. Research on the optimality aspects of crossover designs has developed only in the last three decades, and it has now emerged as a potential field for further investigation. This book is the first comprehensive treatise on this subject. It covers optimal crossover designs at length by consolidating vast amounts of material from the literature, and includes many recent and deep results. It is expected that this book will not only provide a one-stop reference for the available results, but also encourage further research in this area of substantial practical relevance.

Design and Analysis of Cross-Over Trials, Third Edition

Author : Byron Jones,Michael G. Kenward
Publisher : CRC Press
Page : 440 pages
File Size : 51,5 Mb
Release : 2014-10-08
Category : Mathematics
ISBN : 9781439861424

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Design and Analysis of Cross-Over Trials, Third Edition by Byron Jones,Michael G. Kenward Pdf

Design and Analysis of Cross-Over Trials is concerned with a specific kind of comparative trial known as the cross-over trial, in which subjects receive different sequences of treatments. Such trials are widely used in clinical and medical research, and in other diverse areas such as veterinary science, psychology, sports science, and agriculture. The first edition of this book was the first to be wholly devoted to the subject. The second edition was revised to mirror growth and development in areas where the design remained in widespread use and new areas where it had grown in importance. This new Third Edition: Contains seven new chapters written in the form of short case studies that address re-estimating sample size when testing for average bioequivalence, fitting a nonlinear dose response function, estimating a dose to take forward from phase two to phase three, establishing proof of concept, and recalculating the sample size using conditional power Employs the R package Crossover, specially created to accompany the book and provide a graphical user interface for locating designs in a large catalog and for searching for new designs Includes updates regarding the use of period baselines and the analysis of data from very small trials Reflects the availability of new procedures in SAS, particularly proc glimmix Presents the SAS procedure proc mcmc as an alternative to WinBUGS for Bayesian analysis Complete with real data and downloadable SAS code, Design and Analysis of Cross-Over Trials, Third Edition provides a practical understanding of the latest methods along with the necessary tools for implementation.

Cross-Over Experiments

Author : David Ratkowsky,Richard Alldredge,Marc A. Evans
Publisher : CRC Press
Page : 465 pages
File Size : 47,5 Mb
Release : 2020-01-29
Category : Mathematics
ISBN : 9781000715705

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Cross-Over Experiments by David Ratkowsky,Richard Alldredge,Marc A. Evans Pdf

Developing a model-based approach that enables any cross-over trial, of any degree of imbalance, to be analyzed both for direct effects and for residual effects, using consistent procedures that employ commercially available statistical software, this text offers a guide to the analysis of cross-over designs.;Illustrating practical applications throughout with examples, this book: emphasizes the importance of choosing highly efficient designs that separate treatment and carryover effects; demonstrates the exact methodology needed to handle the analysis of data; presents a new methodology for the analysis of binary and categorical data; and considers the effects of blocking. The appendices facilitate the choosing of an appropriate design for every experimental need.

Analysis of Repeated Measures

Author : Martin J. Crowder,David J. Hand
Publisher : Routledge
Page : 190 pages
File Size : 53,8 Mb
Release : 2017-10-24
Category : Mathematics
ISBN : 9781351466639

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Analysis of Repeated Measures by Martin J. Crowder,David J. Hand Pdf

Repeated measures data arise when the same characteristic is measured on each case or subject at several times or under several conditions. There is a multitude of techniques available for analysing such data and in the past this has led to some confusion. This book describes the whole spectrum of approaches, beginning with very simple and crude methods, working through intermediate techniques commonly used by consultant statisticians, and concluding with more recent and advanced methods. Those covered include multiple testing, response feature analysis, univariate analysis of variance approaches, multivariate analysis of variance approaches, regression models, two-stage line models, approaches to categorical data and techniques for analysing crossover designs. The theory is illustrated with examples, using real data brought to the authors during their work as statistical consultants.

The UFAW Handbook on the Care and Management of Laboratory and Other Research Animals

Author : Huw Golledge,Claire Richardson
Publisher : John Wiley & Sons
Page : 1044 pages
File Size : 44,6 Mb
Release : 2024-04-15
Category : Medical
ISBN : 9781119555247

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The UFAW Handbook on the Care and Management of Laboratory and Other Research Animals by Huw Golledge,Claire Richardson Pdf

The UFAW Handbook on The Care and Management of Laboratory and Other Research Animals The latest edition of the seminal reference on the care and management of laboratory and research animals The newly revised ninth edition of The UFAW Handbook on the Care and Management of Laboratory and Other Research Animals delivers an up-to-date and authoritative exploration on worldwide developments, current thinking, and best practices in the field of laboratory animal welfare science and technology. The gold standard in laboratory and captive animal care and management references, this latest edition continues the series’ tradition of excellence by including brand-new chapters on ethical review, the care of aged animals, and fresh guidance on the care of mole rats, corvids, zebrafish, and decapods. The book offers introductory chapters covering a variety of areas of laboratory animal use, as well as chapters on the management and care of over 30 different taxa of animals commonly utilised in scientific procedures and research around the world. It also provides: A thorough introduction to the design of animal experiments, laboratory animal genetics, and the phenotyping of genetically modified mice Comprehensive explorations of animal welfare assessment and the ethical review process Practical discussions of legislation and oversight of the conduct of research using animals from a global perspective In-depth examinations of the planning, design, and construction of efficient animal facilities, special housing arrangements, and nutrition, feeding, and animal welfare The UFAW Handbook on the Care and Management of Laboratory and Other Research Animals Ninth Edition is essential for laboratory animal scientists, veterinarians, animal care staff, animal care regulatory authorities, legislators, and professionals working in animal welfare non-governmental organizations.

Handbook of Design and Analysis of Experiments

Author : Angela Dean,Max Morris,John Stufken,Derek Bingham
Publisher : CRC Press
Page : 946 pages
File Size : 48,7 Mb
Release : 2015-06-26
Category : Mathematics
ISBN : 9781466504349

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Handbook of Design and Analysis of Experiments by Angela Dean,Max Morris,John Stufken,Derek Bingham Pdf

This carefully edited collection synthesizes the state of the art in the theory and applications of designed experiments and their analyses. It provides a detailed overview of the tools required for the optimal design of experiments and their analyses. The handbook covers many recent advances in the field, including designs for nonlinear models and algorithms applicable to a wide variety of design problems. It also explores the extensive use of experimental designs in marketing, the pharmaceutical industry, engineering and other areas.