Understanding Data A Guide To Statistical Methods In Medical Research
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Understanding Data A Guide To Statistical Methods In Medical Research
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-20
Understanding Data A Guide To Statistical Methods In Medical Research written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-20 with Medical categories.
Master the art of statistical analysis in medical research with this comprehensive and practical guide! In the world of medical research, statistics are a powerful tool that helps researchers uncover hidden insights, draw meaningful conclusions, and make informed decisions. Whether you're a seasoned researcher or just starting out, this book provides a thorough foundation in statistical methods specifically tailored to the field of medicine. With clear explanations, real-world examples, and step-by-step instructions, this book guides you through the fundamental concepts of statistics, from descriptive statistics and probability to inferential statistics and advanced statistical techniques. It covers a wide range of topics, including: * **Hypothesis testing:** Learn how to formulate and test hypotheses, evaluate the strength of evidence, and draw valid conclusions from your data. * **Confidence intervals:** Understand the concept of confidence intervals and their role in estimating population parameters with a known degree of certainty. * **Correlation and regression:** Explore the relationship between variables and uncover patterns and trends in your data using correlation and regression analysis. * **Analysis of variance:** Discover how to compare multiple groups of data and identify significant differences among them using analysis of variance (ANOVA). * **Nonparametric statistics:** Delve into nonparametric statistical methods that are particularly useful when dealing with data that does not follow a normal distribution. In addition to these core statistical concepts, the book also delves into specialized statistical methods used in medical research, such as: * **Clinical trials:** Learn how to design, conduct, and analyze clinical trials to evaluate the effectiveness and safety of new treatments. * **Observational studies:** Gain insights into the relationship between risk factors and health outcomes through observational studies, such as cohort studies and case-control studies. * **Meta-analysis:** Discover how to combine the results of multiple studies to obtain a more precise and reliable estimate of the overall effect. * **Survival analysis:** Understand the methods used to analyze data related to the time it takes for an event to occur, such as disease progression or patient survival. With its comprehensive coverage, clear explanations, and practical examples, this book is an invaluable resource for researchers, students, and healthcare professionals seeking to enhance their understanding of statistical methods and their application in medical research. It empowers readers to make informed decisions, contribute to the advancement of medical knowledge, and ultimately improve patient care. If you like this book, write a review on google books!
Medical Statistics
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Author : Jennifer Peat
language : en
Publisher: John Wiley & Sons
Release Date : 2008-04-15
Medical Statistics written by Jennifer Peat and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-15 with Medical categories.
Holistic approach to understanding medical statistics This hands-on guide is much more than a basic medical statistics introduction. It equips you with the statistical tools required for evidence-based clinical research. Each chapter provides a clear step-by-step guide to each statistical test with practical instructions on how to generate and interpret the numbers, and present the results as scientific tables or graphs. Showing you how to: analyse data with the help of data set examples (Click here to download datasets) select the correct statistics and report results for publication or presentation understand and critically appraise results reported in the literature Each statistical test is linked to the research question and the type of study design used. There are also checklists for critically appraising the literature and web links to useful internet sites. Clear and concise explanations, combined with plenty of examples and tabulated explanations are based on the authors’ popular medical statistics courses. Critical appraisal guidelines at the end of each chapter help the reader evaluate the statistical data in their particular contexts.
Statistics In Medicine
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Author : Robert H. Riffenburgh
language : en
Publisher: Academic Press
Release Date : 2020-07-03
Statistics In Medicine written by Robert H. Riffenburgh and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-03 with Science categories.
Statistics in Medicine, Fourth Edition, helps medical and biomedical investigators design and answer questions about analyzing and interpreting data and predicting the sample size required to achieve useful results. It makes medical statistics easy for the non-biostatistician by outlining common methods used in 90% of medical research. The text covers how to plan studies from conception to publication, what to do with data, and follows with step-by-step instructions for biostatistical methods from the simplest levels, to more sophisticated methods now used in medical articles. Examples from almost every medical specialty, and from dentistry, nursing, pharmacy and health care management are provided. This book does not require background knowledge of statistics or mathematics beyond high school algebra and provides abundant clinical examples and exercises to reinforce concepts. It is a valuable source for biomedical researchers, healthcare providers and anyone who conducts research or quality improvement projects. - Expands and revises important topics, such as basic concepts behind descriptive statistics and testing, descriptive statistics in three dimensions, the relationship between statistical testing and confidence intervals, and more - Presents an easy-to-follow format with medical examples, step-by-step methods and check-yourself exercises - Explains statistics for users with little statistical and mathematical background - Encompasses all research development stages, from conceiving a study, planning it in detail, carrying out the methods, putting obtained data in analyzable form, analyzing and interpreting the results, and publishing the study
Statistical Research Methods
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Author : Roy Sabo
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-10-22
Statistical Research Methods written by Roy Sabo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Medical categories.
This textbook will help graduate students in non-statistics disciplines, advanced undergraduate researchers, and research faculty in the health sciences to learn, use and communicate results from many commonly used statistical methods. The material covered, and the manner in which it is presented, describe the entire data analysis process from hypothesis generation to writing the results in a manuscript. Chapters cover, among other topics: one and two-sample proportions, multi-category data, one and two-sample means, analysis of variance, and regression. Throughout the text, the authors explain statistical procedures and concepts using a non-statistical language. This accessible approach is complete with real-world examples and sample write-ups for the Methods and Results sections of scholarly papers. The text also allows for the concurrent use of the programming language R, which is an open-source program created, maintained and updated by the statistical community. R is freely available and easy to download.
Biomedical Statistics
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Author : Shakti Kumar Yadav
language : en
Publisher: Springer Nature
Release Date : 2019-11-23
Biomedical Statistics written by Shakti Kumar Yadav and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-23 with Science categories.
This book is written in a very easy-to-follow format, and explains the key concepts of biomedical statistics in a lucid yet straightforward manner. It explains how mathematical and statistical tools can be used to find answers to common research questions. In addition, the main text is supplemented by a wealth of solved exercises and illustrative examples to aid in comprehension. Given its content, the book offers an invaluable quick reference guide for graduating students and can be very helpful in their examination process. At the same time, it represents a handy guide for medical and paramedical teachers, post-graduate medical students, research personnel, biomedical scientists and epidemiologists.
Statistical Analysis Quick Reference Guidebook
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Author : Alan C. Elliott
language : en
Publisher: SAGE
Release Date : 2007
Statistical Analysis Quick Reference Guidebook written by Alan C. Elliott and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
A practical `cut to the chase′ handbook that quickly explains the when, where, and how of statistical data analysis as it is used for real-world decision-making in a wide variety of disciplines. In this one-stop reference, the authors provide succinct guidelines for performing an analysis, avoiding pitfalls, interpreting results and reporting outcomes.
Basic Statistics And Epidemiology
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Author : Antony Stewart
language : en
Publisher: Radcliffe Publishing
Release Date : 2002
Basic Statistics And Epidemiology written by Antony Stewart and has been published by Radcliffe Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Medical categories.
Most healthcare professionals need to be able to read and understand clinical evidence, and make a judgment on what treatments are effective. To do this, they need a basic grounding in statistics and epidemiology. This book aims to help readers by stimulating their interest and helping them understand the basics quickly and simply.
Understanding Statistics And Experimental Design
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Author : Michael H. Herzog
language : en
Publisher: Springer
Release Date : 2019-08-13
Understanding Statistics And Experimental Design written by Michael H. Herzog and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-13 with Science categories.
This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.
Statistics For Health Care Professionals
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Author : Ian Scott
language : en
Publisher: SAGE
Release Date : 2005-01-13
Statistics For Health Care Professionals written by Ian Scott and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-13 with Medical categories.
Statistics for Health Care Professionals is an accessible guide to understanding statistics within health care practice. Focusing on quantitative approaches to investigating problems, the book introduces the basic rules and principles of statistics. Challenging the notion that statistics are often incomprehensible and complex to use, the authors begin by presenting a `how to' section explaining how specific statistical tests can be performed. They also help readers to understand the language of statistics, which is often a stumbling block for those coming to the subject for the first time. The reader is taught how to calculate statistics by hand as well as being introduced to computer packages to make life easier, and then how to analyse these results. As the results of health care research are so integral to decision-making and developing new practice within the profession, the book encourages the reader to think critically about data analysis and research design, and how these can impact upon evidence based practice. This critical stance is also crucial in the assessment of the many reports and documents issued within the health industry. Statistics for Health Care Professionals includes practical examples of statistical techniques throughout, and the exercises within and at the end of each chapter help readers to learn and to develop proficiency. There is also a glossary at the end of the book for quick and easy referencing. This book is essential reading for those coming to statistics for the first time within a health care setting.
Medical Statistics
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Author : Ramakrishna HK
language : en
Publisher: Springer
Release Date : 2018-06-29
Medical Statistics written by Ramakrishna HK and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-29 with Medical categories.
This book deals with statistics in medicine in a simple way. The text is supported by abundant examples from medical data. This book aims to explain and simplify the process of data presentation. Further aspects addressed include how to design and conduct clinical trials, and how to write journal articles.