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《principal of medical statistics》 by Alvan R. Feinstein, M.D.
1 Introduction
2 Formation, Expression, and Coding of Data
Part I Evaluating a Single Group of Data
3 Central Index of a Group
4 Indexes of Inner Location
5 Inner Zones and Spreads
6 Probabilities and Standardized Indexes
7 Confidence Intervals and Stability: Means and Medians
8 Confidence Intervals and Stability: Binary Proportions
9 Communication and Display of Univariate Data
Part II Comparing Two Groups of Data
10 Quantitative Contrasts: The Magnitude of Distinctions
11 Testing Stochastic Hypotheses
12 Permutation Rearrangements: Fisher Exact and Pitman-Welch Tests
13 Parametric Sampling: Z and t Tests
14 Chi-Square Test and Evaluation of Two Proportions
15 Non-Parametric Rank Tests
16 Interpretations and Displays for Two-Group Contrasts
17 Special Arrangements for Rates and Proportions
Part III Evaluating Associations
18 Principles of Associations
19 Evaluating Trends
20 Evaluating Concordances
21 Evaluating “Conformity” and Marker Tests
22 Survival and Longitudinal Analysis
Part IV Additional Activities
23 Alternative Hypotheses and Statistical “Power”
24 Testing for “Equivalence”
25 Multiple Stochastic Testing
26 Stratifications, Matchings, and “Adjustments”
27 Indexes of Categorical Association
28 Non-Targeted Analyses
29 Analysis of Variance
References
Answers to Exercises
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