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Medical Statistics at a Glance

Medical Statistics at a Glance

9781119167815
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Description

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.

Product Details
John Wiley and Sons
76677
9781119167815
9781119167815

Data sheet

Publication date
2019
Issue number
1
Cover
paperback
Pages count
208
Dimensions (mm)
216.00 x 279.00
Weight (g)
616

  • 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

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