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Medical Statistics at a Glance, 4e Text & Workbook - Aviva Petrie

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        Présentation Medical Statistics At A Glance, 4e Text & Workbook de Aviva Petrie Format Broché

         - Livre Médecine, Pharmacie, Paramédical, Médecine vétérinaire

        Livre Médecine, Pharmacie, Paramédical, Médecine vétérinaire - Aviva Petrie - 01/01/2020 - Broché - Langue : Anglais

        . .

      • Auteur(s) : Aviva Petrie - Caroline Sabin
      • Editeur : John Wiley And Sons Ltd
      • Langue : Anglais
      • Parution : 01/01/2020
      • Format : Moyen, de 350g à 1kg
      • Nombre de pages : 328
      • Expédition : 994
      • Dimensions : 22.1 x 28.0 x 2.3
      • ISBN : 9781119692126



      • Résumé :

        Now in its fourth edition, Medical Statistics at a Glance is a concise and accessible introduction to this complex subject. It provides clear instruction on how to apply commonly used statistical procedures in an easy-to-read, comprehensive and relevant volume. This new edition continues to be the ideal introductory manual and reference guide to medical statistics, an invaluable companion for statistics lectures and a very useful revision aid.

        This new edition of Medical Statistics at a Glance:

        • Offers guidance on the practical application of statistical methods in conducting research and presenting results
        • Explains the underlying concepts of medical statistics and presents the key facts without being unduly mathematical
        • Contains succinct self-contained chapters, each with one or more examples, many of them new, to illustrate the use of the methodology described in the chapter.
        • Now provides templates for critical appraisal, checklists for the reporting of randomized controlled trials and observational studies and references to the EQUATOR guidelines for the presentation of study results for many other types of study
        • Includes extensive cross-referencing, flowcharts to aid the choice of appropriate tests, learning objectives for each chapter, a glossary of terms and a glossary of annotated full computer output relevant to the examples in the text
        • Provides cross-referencing to the multiple choice and structured questions in the companion Medical Statistics at a Glance Workbook

        Medical Statistics at a Glance is a must-have text for undergraduate and post-graduate medical students, medical researchers and biomedical and pharmaceutical professionals.

        Medical Statistics at a Glance Workbook

        This comprehensive workbook contains a variety of self-assessment methods that allow readers to test their statistical knowledge, put it into practice, and apply it in a medical context, while also providing guidance when critically appraising published literature. It is designed to support the best-selling third edition of Medical Statistics at a Glance, to which it is fully cross-referenced, but may be used independently of it.

        Ideal for medical students, junior doctors, researchers and anyone working in the biomedical and pharmaceutical disciplines who wants to feel more confident in basic medical statistics, the title includes:

        • Over 80 MCQs, each testing knowledge of a single statistical concept or aspect of study interpretation
        • 29 structured questions? to explore in greater depth several statistical techniques or principles, including the choice of appropriate statistical analyses and the interpretation of study findings
        • Templates for the appraisal of clinical trials and observational studies, plus full appraisals of two published papers to demonstrate the use of these templates in practice
        • Detailed step-by-step analyses of two substantial data sets (also available at www.medstatsaag.com) to demonstrate the application of statistical procedures to real-life research

        Medical Statistics at a Glance Workbook is the ideal resource to test statistical knowledge and improve analytical and interpretational skills.

        Additional resources are available at www.medstatsaag.com, including:

        • Excel datasets to accompany the data analysis section
        • Downloadable PDFs of two templates for critical appraisal
        • Links to online further reading
        • Supplementary MCQs
        ...

        Biographie:

        Aviva Petrie is Honorary Associate Professor, Biostatistics Unit, UCL Eastman Dental Institute, London, UK.

        Caroline Sabin is Professor of Medical Statistics and Epidemiology, Department of Primary Care and Population Sciences, Royal Free and University College Medical School, London, UK.

        ...

        Sommaire:

        Preface

        Learning objectives

        Handling data

        1 Types of data

        2 Data entry

        3 Error checking and outliers

        4 Displaying data diagrammatically

        5 Describing data: the 'average'

        6 Describing data: the 'spread'

        7 Theoretical distributions: the Normal distribution

        8 Theoretical distributions: other distributions

        9 Transformations

        Sampling and estimation

        10 Sampling and sampling distributions

        11 Confidence intervals

        Study design

        12 Study design I

        13 Study design II

        14 Clinical trials

        15 Cohort studies

        16 Case-control studies

        Hypothesis testing

        17 Hypothesis testing

        18 Errors in hypothesis testing

        Basic techniques for analysing data

        Numerical data

        19 Numerical data: a single group

        20 Numerical data: two related groups

        21 Numerical data: two unrelated groups

        22 Numerical data: more than two groups

        Categorical data

        23 Categorical data: a single proportion

        24 Categorical data: two proportions

        25 Categorical data: more than two categories

        Regression and correlation

        26 Correlation

        27 The theory of linear regression

        28 Performing a linear regression analysis

        29 Multiple linear regression

        30 Binary outcomes and logistic regression

        31 Rates and Poisson regression

        32 Generalized linear models

        33 Explanatory variables in statistical models

        Important considerations

        34 Bias and confounding

        35 Checking assumptions

        36 Sample size calculations

        37 Presenting results

        Additional chapters

        38 Diagnostic tools

        39 Assessing agreement

        40 Evidence-based medicine

        41 Methods for clustered data

        42 Regression methods for clustered data

        43 Systematic reviews and meta-analysis

        44 Survival analysis

        45 Bayesian methods

        46 Developing prognostic scores

        Appendices

        A Statistical tables

        B Altman's nomogram for sample size calculations

        C Typical computer output

        D EQUATOR network checklists and critical appraisal templates

        E Glossary of terms

        F Chapter numbers with relevant multiple-choice questions and structured questions from Medical Statistics at a Glance Workbook

        Index

        Medical Statistics at a Glance Workbook

        Introduction

        Part 1: MCQs

        Handling data

        Sampling and estimation

        Study design

        Hypothesis testing

        Basic techniques for analysing data

        Additional techniques

        Part 2: Structured Questions

        Part 3: Critical appraisal

        Randomised controlled trial: template

        Paper 1: a randomised controlled trial

        Observational study: template

        Paper 2: an observational study

        Part 4: Data analysis

        Dataset 1 analysed by Stata v11

        Dataset 2 analysed using IBM SPSS Statistics v20

        Part 5: Solutions

        Solutions to MCQs

        Model answers for structured questions

        Critical appraisal of Paper 1

        Critical appraisal of Paper 2

        Appendices

        Appendix I: List of MCQs with relevant chapters from Medical Statistics at a Glance (3rd edn) and associated topics

        Appendix II: List of structured questions with relevant chapters from Medical Statistics at a Glance (3rd edn) and associated topics

        Appendix III: Chapters from Medical Statistics at a Glance with relevant MCQs and Structured questions

        ...

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