医用统计学Medical Statistics 2025 chm pdf kindle rb azw3 下载 115盘

Univ. College London, UK. Basic introduction to the underlying concepts of medical statistics and guide to commonly used procedures. Key features include: worked examples to accompany each topic, and emphasis on computer analysis of data rather than hand calculations. To be used as a reference and revision summary. Softcover.

Preface, 6

Handling data

1 Types of data, 8

2 Dataentry, 10

3 Error checking and outliers, 12

4 Displaying data graphically, 14

5 Describing data (1): the'average', 16

6 Describing data (2): the'spread', 18

7 Theoretical distributions (1): the Normal distribution, 20

8 Theoretical distributions (2): other distributions, 22

9 Transformations, 24

Sampling and estimation

10 Sampling and sampling distributions, 26

11 Confidence intervals,28

Study design

12 Study design I, 30

13 Study design II, 32

14 Clinical trials, 34

15 Cohort studies, 37

16 Case-control studies, 40

Hypothesis testing

17 Hypothesis testing, 42

18 Errors in hypothesis testing, 44

Basic techniques for analysing data

Numerical data:

19 A single group, 46

20 Two related groups, 49

21 Two unrelated groups, 52

22 More than two groups, 55

Categorical data:

23 A single proportion,58

24 Two proportions, 61

25 More than two categories, 64

Regression and correlation:

26 Correlation, 67

27 The theory of linear regression, 70

28 Performing a linear regression analysis,72

29 Multiple linear regression, 75

30 Polynomial and logistic regression, 78

31 Statistical modelling, 80

Important considerations:

32 Checking assumptions, 82

33 Sample size calculations, 84

34 Presenting results, 87

Additional topics

35 Diagnostic tools, 90

36 Assessing agreement, 93

37 Evidence-based medicine, 96

38 Systematic reviews and recta-analysis,98

39 Methods for repeated measures, 101

40 Time series, 104

41 Survival analysis, 106

42 Bayesian methods, 109

Appendices

A Statistical tables, 112

B Altman's nomogram for sample size calculations, 119

C Typical computer output, 120

D Glossary of terms,127

Index, 135

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