医用统计学Medical Statistics
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作者： Aviva Petrie 编著
出 版 社： Oversea Publishing House
出版时间： 2000-8-1字数：版次： 1页数： 138印刷时间： 20000/08/01开本： 大16开印次： 1纸张： 胶版纸I S B N ： 9780632050758包装： 平装内容简介
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.
目录
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
