Statistics In Epidemiology

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Statistics for Epidemiology

Nicholas P. Jewell
Statistics for Epidemiology Book PDF

Author : Nicholas P. Jewell
Publisher : CRC Press
Page : 376 pages
File Size : 51,9 Mb
Release : 2003-08-26
Category : Medical
ISBN : 9780203496862

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Statistics for Epidemiology by Nicholas P. Jewell Pdf

Statistical ideas have been integral to the development of epidemiology and continue to provide the tools needed to interpret epidemiological studies. Although epidemiologists do not need a highly mathematical background in statistical theory to conduct and interpret such studies, they do need more than an encyclopedia of "recipes." Statistics for Epidemiology achieves just the right balance between the two approaches, building an intuitive understanding of the methods most important to practitioners and the skills to use them effectively. It develops the techniques for analyzing simple risk factors and disease data, with step-by-step extensions that include the use of binary regression. It covers the logistic regression model in detail and contrasts it with the Cox model for time-to-incidence data. The author uses a few simple case studies to guide readers from elementary analyses to more complex regression modeling. Following these examples through several chapters makes it easy to compare the interpretations that emerge from varying approaches. Written by one of the top biostatisticians in the field, Statistics for Epidemiology stands apart in its focus on interpretation and in the depth of understanding it provides. It lays the groundwork that all public health professionals, epidemiologists, and biostatisticians need to successfully design, conduct, and analyze epidemiological studies.

Statistics in Epidemiology

Hardeo Sahai,Anwer Khurshid
Statistics in Epidemiology Book PDF

Author : Hardeo Sahai,Anwer Khurshid
Publisher : CRC Press
Page : 350 pages
File Size : 50,7 Mb
Release : 1995-12-21
Category : Mathematics
ISBN : 0849394449

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Statistics in Epidemiology by Hardeo Sahai,Anwer Khurshid Pdf

Epidemiologic studies provide research strategies for investigating public health and scientific questions relating to the factors that cause and prevent ailments in human populations. Statistics in Epidemiology: Methods, Techniques and Applications presents a comprehensive review of the wide range of principles, methods and techniques underlying prospective, retrospective and cross-sectional approaches to epidemiologic studies. Written for epidemiologists and other researchers without extensive backgrounds in statistics, this new book provides a clear and concise description of the statistical tools used in epidemiology. Emphasis is given to the application of these statistical tools, and examples are provided to illustrate direct methods for applying common statistical techniques in order to obtain solutions to problems. Statistics in Epidemiology: Methods, Techniques and Applications goes beyond the elementary material found in basic epidemiology and biostatistics books and provides a detailed account of techniques:

Statistical Methods for Global Health and Epidemiology

Xinguang Chen,(Din) Ding-Geng Chen
Statistical Methods for Global Health and Epidemiology Book PDF

Author : Xinguang Chen,(Din) Ding-Geng Chen
Publisher : Springer Nature
Page : 420 pages
File Size : 49,6 Mb
Release : 2020-04-13
Category : Medical
ISBN : 9783030352608

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Statistical Methods for Global Health and Epidemiology by Xinguang Chen,(Din) Ding-Geng Chen Pdf

This book examines statistical methods and models used in the fields of global health and epidemiology. It includes methods such as innovative probability sampling, data harmonization and encryption, and advanced descriptive, analytical and monitory methods. Program codes using R are included as well as real data examples. Contemporary global health and epidemiology involves a myriad of medical and health challenges, including inequality of treatment, the HIV/AIDS epidemic and its subsequent control, the flu, cancer, tobacco control, drug use, and environmental pollution. In addition to its vast scales and telescopic perspective; addressing global health concerns often involves examining resource-limited populations with large geographic, socioeconomic diversities. Therefore, advancing global health requires new epidemiological design, new data, and new methods for sampling, data processing, and statistical analysis. This book provides global health researchers with methods that will enable access to and utilization of existing data. Featuring contributions from both epidemiological and biostatistical scholars, this book is a practical resource for researchers, practitioners, and students in solving global health problems in research, education, training, and consultation.

Statistical Analysis of Epidemiologic Data

Steve Selvin
Statistical Analysis of Epidemiologic Data Book PDF

Author : Steve Selvin
Publisher : Oxford University Press
Page : 524 pages
File Size : 46,6 Mb
Release : 2004-05-13
Category : Medical
ISBN : 0199771448

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Statistical Analysis of Epidemiologic Data by Steve Selvin Pdf

Analytic procedures suitable for the study of human disease are scattered throughout the statistical and epidemiologic literature. Explanations of their properties are frequently presented in mathematical and theoretical language. This well-established text gives readers a clear understanding of the statistical methods that are widely used in epidemiologic research without depending on advanced mathematical or statistical theory. By applying these methods to actual data, Selvin reveals the strengths and weaknesses of each analytic approach. He combines techniques from the fields of statistics, biostatistics, demography and epidemiology to present a comprehensive overview that does not require computational details of the statistical techniques described. For the Third Edition, Selvin took out some old material (e.g. the section on rarely used cross-over designs) and added new material (e.g. sections on frequently used contingency table analysis). Throughout the text he enriched existing discussions with new elements, including the analysis of multi-level categorical data and simple, intuitive arguments that exponential survival times cause the hazard function to be constant. He added a dozen new applied examples to illustrate such topics as the pitfalls of proportional mortality data, the analysis of matched pair categorical data, and the age-adjustment of mortality rates based on statistical models. The most important new feature is a chapter on Poisson regression analysis. This essential statistical tool permits the multivariable analysis of rates, probabilities and counts.

Statistical Methods in Epidemiology

Harold A. Kahn,Christopher T. Sempos
Statistical Methods in Epidemiology Book PDF

Author : Harold A. Kahn,Christopher T. Sempos
Publisher : Monographs in Epidemiology and
Page : 310 pages
File Size : 41,8 Mb
Release : 1989
Category : Medical
ISBN : 9780195050493

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Statistical Methods in Epidemiology by Harold A. Kahn,Christopher T. Sempos Pdf

This book is an expanded version of the Kahn's widely used text, An Introduction to Epidemiologic Methods (Oxford, 1983). It provides clear insight into the basic statistical tools used in epidemiology and is written so that those without advanced statistical training can comprehend the ideas underlying the analytical techniques. The authors emphasize the extent to which similar results are obtained from different methods, both simple and complex. To this edition they have added a new chapter on "Comparison of Numerical Results for Various Methods of Adjustment" and also one on "The Primacy of Data Collection." New topics include the Kaplan-Meier product-limit method and the Cox proportional hazards model for analysis of time-related outcomes. An appendix of data from the Framingham Heart Study is used to illustrate the application of various analytical methods to an identical set of real data and provides source material for student exercises. The text has been updated throughout.

Statistical Models in Epidemiology

David Clayton,Michael Hills
Statistical Models in Epidemiology Book PDF

Author : David Clayton,Michael Hills
Publisher : Oxford University Press, USA
Page : 376 pages
File Size : 42,9 Mb
Release : 2013-01-17
Category : Mathematics
ISBN : 9780199671182

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Statistical Models in Epidemiology by David Clayton,Michael Hills Pdf

This self-contained account of the statistical basis of epidemiology has been written for those with a basic training in biology. It is specifically intended for students enrolled for a masters degree in epidemiology, clinical epidemiology, or biostatistics.

Basic Statistics and Epidemiology

Antony Stewart
Basic Statistics and Epidemiology Book PDF

Author : Antony Stewart
Publisher : Radcliffe Publishing
Page : 176 pages
File Size : 47,5 Mb
Release : 2007
Category : Medical
ISBN : 9781846191961

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Basic Statistics and Epidemiology by Antony Stewart Pdf

A guide in basic statistics emphasises its practical use in epidemiology and public health, providing understanding of topics such as study design, data analysis and statistical methods used in the execution of medical research. This title includes sections on Correlation and Linear Regression, as well as exercises reflecting working life.

Statistical Epidemiology

Graham R. Law,Shane W. Pascoe
Statistical Epidemiology Book PDF

Author : Graham R. Law,Shane W. Pascoe
Publisher : CABI
Page : 231 pages
File Size : 48,9 Mb
Release : 2013
Category : Medical
ISBN : 9781845938161

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Statistical Epidemiology by Graham R. Law,Shane W. Pascoe Pdf

Statistics are a vital skill for epidemiologists and form an essential part of clinical medicine. This textbook introduces students to statistical epidemiology methods in a carefully structured and accessible format with clearly defined learning outcomes and suggested chapter orders that can be tailored to the needs of students at both undergraduate and graduate level from a range of academic backgrounds. The book covers study design, disease measuring, bias, error, analysis and modelling and is illustrated with figures, focus boxes, study questions and examples applicable to everyday clinical problems. Drawing on the authors' extensive teaching experience, the text provides an introduction to core statistical epidemiology that will be a valuable resource for students and lecturers in health and medical sciences and applied statistics, health staff, clinical researchers and data managers.

Biostatistics and Epidemiology

Sylvia Wassertheil-Smoller
Biostatistics and Epidemiology Book PDF

Author : Sylvia Wassertheil-Smoller
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 50,9 Mb
Release : 2006-05-10
Category : Medical
ISBN : 9780387218298

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Biostatistics and Epidemiology by Sylvia Wassertheil-Smoller Pdf

For the new edition of Biostatistics and Epidemiology, Dr. Wassertheil-Smoller has included several new chapters (genetic statistics, molecular epidemiology, scientific integrity and research ethics) and a new appendix on the basic concepts of genetics and a glossary of genetic terminology. She has also expanded the coverage of multi-center trials (an important aspect of implementation of the standards of evidence-based medicine), controversies in screening for prostate, colon, breast, and other cancers.

Basic Concepts in Statistics and Epidemiology

Theodore H. MacDonald,Denis Pereira Gray
Basic Concepts in Statistics and Epidemiology Book PDF

Author : Theodore H. MacDonald,Denis Pereira Gray
Publisher : CRC Press
Page : 224 pages
File Size : 42,5 Mb
Release : 2018-10-08
Category : Medical
ISBN : 9781138030664

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Basic Concepts in Statistics and Epidemiology by Theodore H. MacDonald,Denis Pereira Gray Pdf

This book contains a Foreword by Allyson Pollock, Professor and Head, Centre for International Public Health Policy, University of Edinburgh. Healthcare students, practitioners and researchers need a sound basis for making valid statistical inferences from health data. To make the best use of statistical software, it is necessary to understand how probabilistic inference works. This book explains that, along with the various ways statistical data can be described and presented. It is designed to develop insight rather than simply the mechanical skills found in other textbooks. This book is specifically designed to underpin the concepts of statistics and epidemiology. It is practical and easy to use and is ideal for people who can feel uncomfortable with mathematics. 'Excellent. A great primer for all students and research workers engaged in learning how to use statistical ideas in public health. It sets out the core concepts and explains them clearly, using worked examples as illustration. If followed carefully, the engaged reader should be able to use the standard statistical software packages intelligently and sensitively. It will stimulate the public health student, in whatever context, and new researchers, to approach the enterprise with enhanced confidence in interpreting and coherently explaining their findings.' - Allyson Pollock, in the Foreword.

Clinical Epidemiology and Biostatistics

Michael S. Kramer
Clinical Epidemiology and Biostatistics Book PDF

Author : Michael S. Kramer
Publisher : Springer Science & Business Media
Page : 286 pages
File Size : 43,9 Mb
Release : 2012-12-06
Category : Science
ISBN : 9783642613722

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Clinical Epidemiology and Biostatistics by Michael S. Kramer Pdf

Here is a book for clinicians, clinical investigators, trainees, and graduates who wish to develop their proficiency in the planning, execution, and interpretation of clinical and epidemiological research. Emphasis is placed on the design and analysis of research studies involving human subjects where the primary interest concerns principles of analytic (cause-and- effect) inference. The topic is presented from the standpoint of the clinician and assumes no previous knowledge of epidemiology, research design or statistics. Extensive use is made of illustrative examples from a variety of clinical specialties and subspecialties. The book is divided into three parts. Part I deals with epidemiological research design and analytic inference, including such issues as measurement, rates, analytic bias, and the main forms of observational and experimental epidemiological studies. Part II presents the principles and applications of biostatistics, with emphasis on statistical inference. Part III comprises four chapters covering such topics as diagnostic tests, decision analysis, survival (life-table) analysis, and causality.

Basic Statistics and Epidemiology

Antony Stewart
Basic Statistics and Epidemiology Book PDF

Author : Antony Stewart
Publisher : CRC Press
Page : 233 pages
File Size : 50,5 Mb
Release : 2022-02-03
Category : Medical
ISBN : 9781000506372

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Basic Statistics and Epidemiology by Antony Stewart Pdf

This straightforward primer in basic statistics and epidemiology emphasises their practical use in healthcare and public health, providing understanding of essential topics such as study design, data analysis and statistical methods used in the execution of medical research. Assuming no prior knowledge, the clarity of the text and care of presentation ensure those new to, or challenged by, these topics are given a thorough introduction without being overwhelmed by unnecessary detail. Key features: Provides an excellent grounding in the basics of both statistics and epidemiology Full step-by-step guidance on performing statistical calculations Numerous examples and exercises with detailed answers to help readers navigate these complex subjects with ease and confidence Enables students and practitioners to make sense of the many research studies that underpin evidence-based practice Fully revised and updated for this fifth edition, now with additional exercises and question and answers online for self-testing An understanding and appreciation of statistics is central to ensuring that professional practice is based on the best available evidence, in order to best treat and help the wider community. Reading this book will help students, researchers, doctors, nurses, and health managers to understand and apply the tools of statistics and epidemiology to their own practice.

Measurement Error and Misclassification in Statistics and Epidemiology

Paul Gustafson
Measurement Error and Misclassification in Statistics and Epidemiology Book PDF

Author : Paul Gustafson
Publisher : CRC Press
Page : 213 pages
File Size : 41,8 Mb
Release : 2003-09-25
Category : Mathematics
ISBN : 9780203502761

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Measurement Error and Misclassification in Statistics and Epidemiology by Paul Gustafson Pdf

Mismeasurement of explanatory variables is a common hazard when using statistical modeling techniques, and particularly so in fields such as biostatistics and epidemiology where perceived risk factors cannot always be measured accurately. With this perspective and a focus on both continuous and categorical variables, Measurement Error and Misclassi

Statistical Methods in Epidemiologic Research

Ray M. Merrill
Statistical Methods in Epidemiologic Research Book PDF

Author : Ray M. Merrill
Publisher : Jones & Bartlett Publishers
Page : 944 pages
File Size : 41,5 Mb
Release : 2016
Category : Epidemiology
ISBN : 9781284034431

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Statistical Methods in Epidemiologic Research by Ray M. Merrill Pdf

"With the many advances in the control of infectious disease over the last 100 years, the role of epidemiology in public health has transformed significantly. Epidemiologic research now includes the study of acute and chronic diseases, as well as the events, behaviors, and conditions associated with health. From seasoned author Ray Merrill, this text explores how epidemiologic methods are conducted and interpreted. In four sections, Statistical Methods in Epidemiologic Research covers basic concepts in epidemiology and statistics, study designs, statistical techniques and applications, as well as special topics."--Publisher's website.

Epidemiology

Mark Woodward
Epidemiology Book PDF

Author : Mark Woodward
Publisher : CRC Press
Page : 728 pages
File Size : 50,5 Mb
Release : 1999-05-25
Category : Mathematics
ISBN : 1584880090

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Epidemiology by Mark Woodward Pdf

Epidemiology is a subject of growing importance, as witnessed by its role in the description and prediction of the impact of new diseases such as AIDS and new-variant CJD. Epidemiology: Study Design and Data Analysis covers the whole spectrum of standard analytical techniques used in epidemiology, from descriptive techniques in report writing to model diagnostics from generalized linear models. The author discusses the advantages, disadvantages, and alternatives to case-control, cohort and intervention studies and details such crucial concepts as incidence, prevalence, confounding and interaction. Many exercises are provided, based on real epidemiological data sets collected from all over the world. The data sets are also available on an associated web site. Epidemiology: Study Design and Data Analysis will be an invaluable textbook for statistics and medical students studying epidemiology, and a standard reference for practicing epidemiologists.