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Produktbild: Medical Statistics at a Glance 4th Edition

Medical Statistics at a Glance 4th Edition

Aus der Reihe At a Glance

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Beschreibung

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...

Beschreibung

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.

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.10.2019

Verlag John Wiley & Sons Inc
Seitenzahl

208

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.10.2019

Verlag John Wiley & Sons Inc
Seitenzahl

208

Maße (L/B/H)

27,9/21,5/1,5 cm

Gewicht

607 g

Auflage

4 ed

Sprache

Englisch

ISBN

978-1-119-16781-5

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Medical Statistics at a Glance 4th Edition
  • Preface ix

    Part 1 Handling data 1

    1 Types of data 2

    2 Data entry 4

    3 Error checking and outliers 6

    4 Displaying data diagrammatically 8

    5 Describing data: the 'average' 10

    6 Describing data: the 'spread' 12

    7 Theoretical distributions: the Normal distribution 14

    8 Theoretical distributions: other distributions 16

    9 Transformations 18

    Part 2 Sampling and estimation 21

    10 Sampling and sampling distributions 22

    11 Confidence intervals 24

    Part 3 Study design 27

    12 Study design I 28

    13 Study design II 31

    14 Clinical trials 34

    15 Cohort studies 37

    16 Case-control studies 40

    Part 4 Hypothesis testing 43

    17 Hypothesis testing 44

    18 Errors in hypothesis testing 47

    Part 5 Basic techniques for analysing data 51

    Numerical data

    19 Numerical data: a single group 52

    20 Numerical data: two related groups 54

    21 Numerical data: two unrelated groups 57

    22 Numerical data: more than two groups 60

    Categorical data

    23 Categorical data: a single proportion 63

    24 Categorical data: two proportions 66

    25 Categorical data: more than two categories 69

    Regression and correlation

    26 Correlation 72

    27 The theory of linear regression 75

    28 Performing a linear regression analysis 77

    29 Multiple linear regression 81

    30 Binary outcomes and logistic regression 85

    31 Rates and Poisson regression 89

    32 Generalized linear models 93

    33 Explanatory variables in statistical models 96

    Important considerations

    34 Bias and confounding 100

    35 Checking assumptions 104

    36 Sample size calculations 107

    37 Presenting results 111

    Part 6 Additional chapters 115

    38 Diagnostic tools 116

    39 Assessing agreement 119

    40 Evidence-based medicine 124

    41 Methods for clustered data 127

    42 Regression methods for clustered data 130

    43 Systematic reviews and meta-analysis 134

    44 Survival analysis 138

    45 Bayesian methods 142

    46 Developing prognostic scores 144

    Appendices 147

    A Statistical tables 148

    B Altman's nomogram for sample size calculations (Chapter 36) 155

    C Typical computer output 156

    D Checklists and trial profile from the EQUATOR network and critical appraisal templates 169

    E Glossary of terms 178

    F Chapter numbers with relevant multiple-choice questions and structured questions from Medical Statistics at a Glance Workbook 188

    Index 190