meta-analysis-in-stata

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Meta Analysis In Stata

Author : Tom M. Palmer
ISBN : 1597181471
Genre : Mathematics
File Size : 67. 35 MB
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Meta-analysis allows researchers to combine the results of several studies into a unified analysis that provides an overall estimate of the effect of interest. This collection of articles from the Stata Journal and Stata Technical Bulletin will be indispensable to researchers who wish to conduct meta-analyses using Stata and learn about the full range of user-written Stata meta-analysis commands. With these articles and the associated Stata software, you gain access to the statistical methods behind the rapid increase in the number of meta-analyses reported in the social and medical literature. Collectively, the articles provide a detailed description of a range of meta-analytic methods. They show how to conduct and interpret meta-analyses; how to produce highly flexible graphical displays; how to use meta-regression; how to examine bias; how to conduct individual participant data meta-analysis; and how to conduct multivariate meta-analysis. This edition also contains three articles on network metaanalysis, a major recent development in meta-analysis methodology.

Meta Analysis

Author : Jonathan Sterne
ISBN : 1597180491
Genre : Mathematics
File Size : 90. 95 MB
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This collection provides detailed descriptions of both standard and advanced meta-analytic methods and their implementation in Stata. Readers will gain access to the statistical methods behind the rapid increase in the number of meta-analyses reported in the social science and medical literature. The book shows how to conduct and interpret meta-analyses as well as produce highly flexible graphical displays. Using meta-regression, it examines reasons for between-study variability in effect estimates. The book also employs advanced methods for the meta-analysis of diagnostic test accuracy studies, dose-response meta-analysis, meta-analysis with missing data, and multivariate meta-analysis.

Statistical Meta Analysis Using R And Stata

Author : Karl E. Peace
ISBN : 0367183838
Genre :
File Size : 69. 73 MB
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Applied Meta-Analysis Using R and Stata, Second Edition provides a thorough presentation of statistical meta-analyses (MA) with step-by-step implementations using R/Stata. The authors develop analysis step-by-step using appropriate R/Stata functions, which enables readers to gain an understanding of meta-analysis methods and R/Stata implementation so that they can use these two popular software packages to analyze their own meta-data. Each chapter gives examples of real studies compiled from the literature. After presenting the data and necessary background for understanding the applications, various methods for analyzing meta-data are introduced. The authors then develop analysis code using the appropriate R/Stata packages and functions. What's New in the Second Edition Adds Stata programs along with the R programs for Meta-Analysis. Updates all the statistical Meta-Analyses with R/Stata programs. Covers fixed-effects and random-effects MA, meta-regression, MA with rare-event, and MA-IPD vs. MA-SS. Adds five new chapters on multivariate MA, publication bias, missing data in MA, MA in evaluating diagnostic accuracy, and network MA. Suitable as a graduate-level text for a meta-data analysis course, the book is also a valuable reference for practitioners and biostatisticians (even those with little or no experience in using R or Stata) in public health, medical research, governmental agencies, and the pharmaceutical industry.

Meta Analysis In Medicine And Health Policy

Author : Dalene Stangl
ISBN : 9780824790301
Genre : Mathematics
File Size : 24. 86 MB
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This remarkable text raises the analysis of data in health sciences and policy to new heights of refinement and applicability by introducing cutting-edge meta-analysis strategies while reviewing more commonly used techniques. Each chapter builds on sound principles, develops methodologies to solve statistical problems, and presents concrete applications used by experienced medical practitioners and health policymakers. Written by more than 30 celebrated international experts, Meta-Analysis in Medicine and Health Policy employs copious examples and pictorial presentations to teach and reinforce biostatistical techniques more effectively and poses numerous open questions of medical and health policy research.

Publication Bias In Meta Analysis

Author : Hannah R. Rothstein
ISBN : 9780470870150
Genre : Mathematics
File Size : 22. 91 MB
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Publication bias is the tendency to decide to publish a study based on the results of the study, rather than on the basis of its theoretical or methodological quality. It can arise from selective publication of favorable results, or of statistically significant results. This threatens the validity of conclusions drawn from reviews of published scientific research. Meta-analysis is now used in numerous scientific disciplines, summarizing quantitative evidence from multiple studies. If the literature being synthesised has been affected by publication bias, this in turn biases the meta-analytic results, potentially producing overstated conclusions. Publication Bias in Meta-Analysis examines the different types of publication bias, and presents the methods for estimating and reducing publication bias, or eliminating it altogether. Written by leading experts, adopting a practical and multidisciplinary approach. Provides comprehensive coverage of the topic including: Different types of publication bias, Mechanisms that may induce them, Empirical evidence for their existence, Statistical methods to address them, Ways in which they can be avoided. Features worked examples and common data sets throughout. Explains and compares all available software used for analysing and reducing publication bias. Accompanied by a website featuring software, data sets and further material. Publication Bias in Meta-Analysis adopts an inter-disciplinary approach and will make an excellent reference volume for any researchers and graduate students who conduct systematic reviews or meta-analyses. University and medical libraries, as well as pharmaceutical companies and government regulatory agencies, will also find this invaluable.

Diagnostic Meta Analysis

Author : Giuseppe Biondi-Zoccai
ISBN : 9783319789668
Genre : Medical
File Size : 23. 85 MB
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This book is the first exclusively devoted to the systematic synthesis of diagnostic test accuracy studies. It builds upon the major recent developments in reporting standards, search methods, and, in particular, statistical tools specifically devoted to diagnostic studies. In addition, it borrows extensively from the latest advances in systematic reviews and meta-analyses of intervention studies. After a section dedicated to methods for designing reviews, synthesizing evidence and appraising inconsistency in research, the application of these approaches is demonstrated in the context of case studies from various clinical disciplines. Diagnosis is central in medical decision-making, and in many other fields of human endeavor, such as education and psychology. The plurality of sources of evidence on diagnostic test accuracy poses a huge challenge for practitioners and researchers, as do the multiple dimensions of evidence validity, which include sensitivity, specificity, predictive values, and likelihood ratios. This book offers an invaluable resource for anyone aiming to improve decision-making processes in diagnosis, classification or risk prognostication, from epidemiologists to biostatisticians, radiologists, laboratory physicians and graduate students, as any physician interested in refining his methodological skills in clinical diagnosis.

Handbook Of Meta Analysis

Author : Christopher H. Schmid
ISBN : 9781351645713
Genre : Mathematics
File Size : 28. 69 MB
Format : PDF
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Meta-analysis is the application of statistics to combine results from multiple studies and draw appropriate inferences. Its use and importance have exploded over the last 25 years as the need for a robust evidence base has become clear in many scientific areas, including medicine and health, social sciences, education, psychology, ecology, and economics. Recent years have seen an explosion of methods for handling complexities in meta-analysis, including explained and unexplained heterogeneity between studies, publication bias, and sparse data. At the same time, meta-analysis has been extended beyond simple two-group comparisons of continuous and binary outcomes to comparing and ranking the outcomes from multiple groups, to complex observational studies, to assessing heterogeneity of effects, and to survival and multivariate outcomes. Many of these methods are statistically complex and are tailored to specific types of data. Key features Rigorous coverage of the full range of current statistical methodology used in meta-analysis Comprehensive, coherent, and unified overview of the statistical foundations behind meta-analysis Detailed description of the primary methods for both univariate and multivariate data Computer code to reproduce examples in chapters Thorough review of the literature with thousands of references Applications to specific types of biomedical and social science data This book is for a broad audience of graduate students, researchers, and practitioners interested in the theory and application of statistical methods for meta-analysis. It is written at the level of graduate courses in statistics, but will be of interest to and readable for quantitative scientists from a range of disciplines. The book can be used as a graduate level textbook, as a general reference for methods, or as an introduction to specialized topics using state-of-the art methods.

Psychopharmacology Bulletin

Author :
ISBN : STANFORD:36105021767681
Genre :
File Size : 64. 65 MB
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Stata Base Reference Manual G M

Author : Stata Corporation
ISBN : 1881228711
Genre : Social sciences
File Size : 89. 65 MB
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Methods For Meta Analysis In Medical Research

Author : A. J. Sutton
ISBN : UOM:39015058733901
Genre : Mathematics
File Size : 43. 20 MB
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Major text including chapters on the following: defining outcome measures; assessing heterogeneity; using fixed effects methods and random effects models for combining study estimates; publication bias.

Stata Reference Manual Reference H O

Author :
ISBN : 1881228347
Genre : Mathematical statistics
File Size : 41. 69 MB
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Stata Reference Manual H O

Author : Stata Corporation
ISBN : 1881228495
Genre : Social sciences
File Size : 69. 20 MB
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Bayesian Analysis With Stata

Author : John Thompson
ISBN : UCSD:31822039649512
Genre : Mathematics
File Size : 62. 95 MB
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Bayesian Analysis with Stata is a compendium of Stata user-written commands for Bayesian analysis.

Advances In Organ Transplantation Research And Application 2012 Edition

Author :
ISBN : 9781464991561
Genre : Medical
File Size : 75. 71 MB
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Advances in Organ Transplantation Research and Application / 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Organ Transplantation. The editors have built Advances in Organ Transplantation Research and Application / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Organ Transplantation in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Advances in Organ Transplantation Research and Application / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Meta Analysis Oxford Bibliographies Online Research Guide

Author : Oxford University Press
ISBN : 0199802513
Genre : Social Science
File Size : 25. 99 MB
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This ebook is a selective guide designed to help scholars and students of social work find reliable sources of information by directing them to the best available scholarly materials in whatever form or format they appear from books, chapters, and journal articles to online archives, electronic data sets, and blogs. Written by a leading international authority on the subject, the ebook provides bibliographic information supported by direct recommendations about which sources to consult and editorial commentary to make it clear how the cited sources are interrelated related. A reader will discover, for instance, the most reliable introductions and overviews to the topic, and the most important publications on various areas of scholarly interest within this topic. In social work, as in other disciplines, researchers at all levels are drowning in potentially useful scholarly information, and this guide has been created as a tool for cutting through that material to find the exact source you need. This ebook is a static version of an article from Oxford Bibliographies Online: Social Work, a dynamic, continuously updated, online resource designed to provide authoritative guidance through scholarship and other materials relevant to the study and practice of social work. Oxford Bibliographies Online covers most subject disciplines within the social science and humanities, for more information visit www.aboutobo.com.

American Journal Of Public Health

Author :
ISBN : UCLA:L0090605858
Genre : Public health
File Size : 38. 53 MB
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The Handbook Of Social Work Research Methods

Author : Bruce Thyer
ISBN : 9781452278889
Genre : Social Science
File Size : 55. 70 MB
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Click on the Supplements tab above for further details on the different versions of SPSS programs. The canonical Handbook is completely updated with more student-friendly features The Handbook of Social Work Research Methods is a cutting-edge volume that covers all the major topics that are relevant for Social Work Research methods. Edited by Bruce Thyer and containing contributions by leading authorities, this Handbook covers both qualitative and quantitative approaches as well as a section that delves into more general issues such as evidence based practice, ethics, gender, ethnicity, International Issues, integrating both approaches, and applying for grants. New to this Edition More content on qualitative methods and mixed methods More coverage of evidence-based practice More support to help students effectively use the Internet A companion Web site at www.sagepub.com/thyerhdbk2e containing a test bank and PowerPoint slides for instructors and relevant SAGE journal articles for students. This Handbook serves as a primary text in the methods courses in MSW programs and doctoral level programs. It can also be used as a reference and research design tool for anyone doing scholarly research in social work or human services.

Cepal Review

Author : United Nations. Economic Commission for Latin America
ISBN : UCLA:L0105964407
Genre : Latin America
File Size : 74. 92 MB
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Bulletin Of The World Health Organization

Author : World Health Organization
ISBN : UCR:31210023629148
Genre : Medicine
File Size : 71. 58 MB
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The Oxford Handbook Of Clinical Geropsychology

Author : Nancy A. Pachana
ISBN : 9780191029103
Genre : Psychology
File Size : 67. 38 MB
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Throughout the world, the population of older adults continues to grow. The rise in geriatric populations has seen an increase in research on clinical diagnostic, assessment, and treatment issues aimed at this population. Clinical geropsychologists have increased their interest both in providing mental health services as well as developing approaches to improve quality of life for all older adults. The Oxford Handbook of Clinical Geropsychology is a landmark publication in this field, providing broad and authoritative coverage of the research and practice issues in clinical geropsychology today, as well as innovations expanding the field's horizons. Comprising chapters from the foremost scholars in clinical geropsychology from around the world, the handbook captures the global proliferation of activity in this field. In addition to core sections on topics such as sources of psychological distress, assessment, diagnosis, and intervention, the handbook includes valuable chapters devoted to methodological issues such as longitudinal studies and meta-analyses in the field, as well as new and emerging issues such as technological innovations and social media use in older populations. Each chapter offers a review of the most pertinent international literature, outlining current issues as well as important cultural implications and key practice issues where relevant, and identifying possibilities for future research and policy applications. The book is essential to all psychology researchers, practitioners, educators, and students with an interest in the mental health of older adults. In addition, health professionals - including psychiatrists, social workers, mental health nurses, and trainee geriatric mental heatlh workers - will find this a invaluable resource. Older adults comprise a growing percentage of the population worldwide. Clinical psychologists with an interest in older populations have increased the amount of research and applied knowledge about effectively improving mental health later in life, and this book captures that information on an international level. The book addresses how to diagnose, assess and treat mental illness in older persons, as well as ways to improve quality of life in all older persons. It has a great breadth of coverage of the area, including chapters spanning how research is conducted to how new technologies such as virtual reality and social media are used with older people to improve mental health. The book would appeal to all psychology researchers, practitioners, educators and students with an interest in the mental health of older adults. It would also appeal to other health professionals, including psychiatrists, social workers, and mental health nurses who work with older people. It is a valuable resource for trainee geriatric mental health workers because it highlights key readings and important practice implications in the field.

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