Statistical Remedies For Medical Researchers
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Author | : Peter F. Thall |
Publisher | : Springer Nature |
Total Pages | : 297 |
Release | : 2020-03-12 |
Genre | : Medical |
ISBN | : 3030437140 |
Download Statistical Remedies for Medical Researchers Book in PDF, Epub and Kindle
This book illustrates numerous statistical practices that are commonly used by medical researchers, but which have severe flaws that may not be obvious. For each example, it provides one or more alternative statistical methods that avoid misleading or incorrect inferences being made. The technical level is kept to a minimum to make the book accessible to non-statisticians. At the same time, since many of the examples describe methods used routinely by medical statisticians with formal statistical training, the book appeals to a broad readership in the medical research community.
Author | : Douglas G. Altman |
Publisher | : CRC Press |
Total Pages | : 630 |
Release | : 1990-11-22 |
Genre | : Mathematics |
ISBN | : 9780412276309 |
Download Practical Statistics for Medical Research Book in PDF, Epub and Kindle
Most medical researchers, whether clinical or non-clinical, receive some background in statistics as undergraduates. However, it is most often brief, a long time ago, and largely forgotten by the time it is needed. Furthermore, many introductory texts fall short of adequately explaining the underlying concepts of statistics, and often are divorced from the reality of conducting and assessing medical research. Practical Statistics for Medical Research is a problem-based text for medical researchers, medical students, and others in the medical arena who need to use statistics but have no specialized mathematics background. The author draws on twenty years of experience as a consulting medical statistician to provide clear explanations to key statistical concepts, with a firm emphasis on practical aspects of designing and analyzing medical research. The text gives special attention to the presentation and interpretation of results and the many real problems that arise in medical research.
Author | : Peter Armitage |
Publisher | : John Wiley & Sons |
Total Pages | : 664 |
Release | : 2013-07-01 |
Genre | : Medical |
ISBN | : 1118702581 |
Download Statistical Methods in Medical Research Book in PDF, Epub and Kindle
The explanation and implementation of statistical methods for the medical researcher or statistician remains an integral part of modern medical research. This book explains the use of experimental and analytical biostatistics systems. Its accessible style allows it to be used by the non-mathematician as a fundamental component of successful research. Since the third edition, there have been many developments in statistical techniques. The fourth edition provides the medical statistician with an accessible guide to these techniques and to reflect the extent of their usage in medical research. The new edition takes a much more comprehensive approach to its subject. There has been a radical reorganization of the text to improve the continuity and cohesion of the presentation and to extend the scope by covering many new ideas now being introduced into the analysis of medical research data. The authors have tried to maintain the modest level of mathematical exposition that characterized the earlier editions, essentially confining the mathematics to the statement of algebraic formulae rather than pursuing mathematical proofs. Received the Highly Commended Certificate in the Public Health Category of the 2002 BMA Books Competition.
Author | : John C. Bailar III |
Publisher | : CRC Press |
Total Pages | : 490 |
Release | : 2019-05-20 |
Genre | : Mathematics |
ISBN | : 0429529600 |
Download Medical Uses of Statistics Book in PDF, Epub and Kindle
This work explains the purpose of statistical methods in medical studies and analyzes the statistical techniques used by clinical investigators, with special emphasis on studies published in "The New England Journal of Medicine". It clarifies fundamental concepts of statistical design and analysis, and facilitates the understanding of research results.
Author | : Bibhas Chakraborty |
Publisher | : Springer Science & Business Media |
Total Pages | : 220 |
Release | : 2013-07-23 |
Genre | : Medical |
ISBN | : 1461474280 |
Download Statistical Methods for Dynamic Treatment Regimes Book in PDF, Epub and Kindle
Statistical Methods for Dynamic Treatment Regimes shares state of the art of statistical methods developed to address questions of estimation and inference for dynamic treatment regimes, a branch of personalized medicine. This volume demonstrates these methods with their conceptual underpinnings and illustration through analysis of real and simulated data. These methods are immediately applicable to the practice of personalized medicine, which is a medical paradigm that emphasizes the systematic use of individual patient information to optimize patient health care. This is the first single source to provide an overview of methodology and results gathered from journals, proceedings, and technical reports with the goal of orienting researchers to the field. The first chapter establishes context for the statistical reader in the landscape of personalized medicine. Readers need only have familiarity with elementary calculus, linear algebra, and basic large-sample theory to use this text. Throughout the text, authors direct readers to available code or packages in different statistical languages to facilitate implementation. In cases where code does not already exist, the authors provide analytic approaches in sufficient detail that any researcher with knowledge of statistical programming could implement the methods from scratch. This will be an important volume for a wide range of researchers, including statisticians, epidemiologists, medical researchers, and machine learning researchers interested in medical applications. Advanced graduate students in statistics and biostatistics will also find material in Statistical Methods for Dynamic Treatment Regimes to be a critical part of their studies.
Author | : E.A. Gehan |
Publisher | : Springer Science & Business Media |
Total Pages | : 266 |
Release | : 2012-12-06 |
Genre | : Medical |
ISBN | : 1461525187 |
Download Statistics in Medical Research Book in PDF, Epub and Kindle
In 1890, General Francis A. Walker, president of both the Massachusetts Institute of Technology and the American Statistical Association, wrote There is reason to wish that all citizens, from the highest to the lowest, might undergo so much of training in statistics as should enable them to detect the errors lurking in quantitative statements regarding social and economic matters which may ... be ad dressed to them as voters or as critics of public policies. [E A. Walker, 1890; reprinted in Noether, 1989] It has been more than a century since Walker stated his wish, but progress has been slow, just as advancement in the establishment of statistical principles and methodology has been laborious and difficult over the centuries. We have tried to describe the milestones in this development and how each generation of scientists built on the heritage and foundations laid by their predecessors. Many historians dismiss the "great man theory," which alleges that giant "leaps of human knowledge are made by great thinkers who transcend the boundaries of their times; great scientists don't leap outside their time, but somewhere else in their own time" (Hevly, 1990). We found this to be the case in the history of statistics. Even the innovative writings of Karl Pearson and Sir Ronald Fisher that became the foundation of modern mathematical statistics were the outcome of two centuries of antecedent ideas and information.
Author | : P. Armitage |
Publisher | : Blackwell Scientific Publications Limited |
Total Pages | : 504 |
Release | : 1971-01-01 |
Genre | : Biometry |
ISBN | : 9780632054305 |
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Author | : J. Martin Bland |
Publisher | : OUP Oxford |
Total Pages | : 264 |
Release | : 2000-08-31 |
Genre | : Medical |
ISBN | : 9780192629920 |
Download Statistical Questions in Evidence-based Medicine Book in PDF, Epub and Kindle
Statistical Questions in Evidence-based Medicine is a companion volume to the new edition of An Introduction to Medical Statistics and includes questions and answers which are complementary to the textbook. This new book takes a practical approach that develops an understanding of statistics and suggests appropriate questions to ask about research methods, figures and conclusions and whether they are evidence based. The book is a model of clarity and common sense in what is frequently an unnecessarily obscure area of science. It looks at the application of and provides a critique of statistics, encouraging an evidence-based approached to medical statistics. Through the critical evaulation of the published medical literature, the text will enable both students and researchers to understand the appropriate use of descriptive and inferential statistics in study design and when writing papers. The reproduction of short excerpts of material from published papers or summaries of their results are included and they are considered in a question and answer format. The reader can either read through the series of cases and follow through worked examples or work through the book themselves as a series of exercises. The questions are clearly graded, through the use of icons, in terms of difficulty into standard and postgraduate levels. This book will prove invaluable to students, medical researchers and doctors alike.
Author | : Thomas Allen Lang |
Publisher | : ACP Press |
Total Pages | : 512 |
Release | : 2006 |
Genre | : Medical |
ISBN | : 1930513690 |
Download How to Report Statistics in Medicine Book in PDF, Epub and Kindle
This volume presents a comprehensive and comprehensible set of guidelines for reporting the statistical analyses and research designs and activities commonly used in biomedical research.
Author | : Charan Singh Rayat |
Publisher | : Springer |
Total Pages | : 158 |
Release | : 2018-08-23 |
Genre | : Medical |
ISBN | : 9811308276 |
Download Statistical Methods in Medical Research Book in PDF, Epub and Kindle
This book covers all aspects of statistical methods in detail with applications. It presents solutions to the needs of post-graduate medical students, doctors and basic medical scientists for statistical evaluation of data. In present era, dependency on softwares for statistical analysis is eroding the basic understanding of the statistical methods and their applications. As a result, there are very few basic medical scientists capable of analyzing their research data due to lack of knowledge and ability. This book has been written in systematic way supported by figures and tables for basic understanding of various terms, definitions, formulae and applications of statistical methods with solved examples and graphic presentation of data to create interest in this mathematical science.