医用统计学Medical Statistics 电子版 免费 pdf 下载 azw3 fb2 caj mobi

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 ***ysis of data rather than hand calculati***. 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 distributi*** (1): the Normal distribution, 20

8 Theoretical distributi*** (2): other distributi***, 22

9 Transformati***, 24

Sampling and estimation

10 Sampling and sampling distributi***, 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 ***ysing 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 proporti***, 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 ***ysis,72

29 Multiple linear regression, 75

30 Polynomial and logistic regression, 78

31 Statistical modelling, 80

Important c***iderati***:

32 Checking assumpti***, 82

33 Sample size calculati***, 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-***ysis,98

39 Methods for repeated measures, 101

40 Time series, 104

41 Survival ***ysis, 106

42 Bayesian methods, 109

Appendices

A Statistical tables, 112

B Altman's nomogram for sample size calculati***, 119

C Typical computer output, 120

D Glossary of terms,127

Index, 135

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