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全书共304页，含例题和答案，强大的统计分析命令指导功能，非常适合初学者使用。
1 A Brief Introduction to Stata
2 Data Description and Simple Inference
3 Multiple Regression: Determinants of Pollution in
U.S. Cities
3.1 Description of data
3.2 The multiple regression model
3.3 Analysis using Stata
3.4 Exercises
4 Analysis of Variance I: Treating Hypertension
4.1 Description of data
4.2 Analysis of variance model
4.3 Analysis using Stata
4.4 Exercises
5 Analysis of Variance II: Effectiveness of Slimming
Clinics
5.1 Description of data
5.2 Analysis of variance model
5.3 Analysis using Stata
5.4 Exercises
6 Logistic Regression: Treatment of Lung Cancer
and Diagnosis of Heart Attacks
6.1 Description of data
6.2 The logistic regression model
6.3 Analysis using Stata
6.4 Exercises
7 Generalized Linear Models: Australian School
Children
7.1 Description of data
7.2 Generalized linear models
7.3 Analysis using Stata
7.4 Exercises
8 Summary Measure Analysis of Longitudinal Data:
The Treatment of Post-Natal Depression
8.1 Description of data
8.2 The analysis of longitudinal data
8.3 Analysis using Stata
8.4 Exercises
9 Random Effects Models: Thought disorder and
schizophrenia
9.1 Description of data
9.2 Random effects models
9.3 Analysis using Stata
9.4 Thought disorder data
9.5 Exercises
10 Generalized Estimating Equations: Epileptic
Seizures and Chemotherapy
11 Some Epidemiology
12 Survival Analysis: Retention of Heroin Addicts in
Methadone Maintenance Treatment
12.1 Description of data
12.2 Survival analysis
12.3 Analysis using Stata
12.4 Exercises
13 Maximum Likelihood Estimation: Age of Onset of
Schizophrenia
13.1 Description of data
13.2 Finite mixture distributions
13.3 Analysis using Stata
13.4 Exercises
14 Principal Components Analysis: Hearing
Measurement using an Audiometer
14.1 Description of data
14.2 Principal component analysis
14.3 Analysis using Stata
14.4 Exercises
15 Cluster Analysis: Tibetan Skulls and Air
Pollution in the USA
15.1 Description of data
15.2 Cluster analysis
15.3 Analysis using Stata
15.4 Exercises
Appendix: Answers to Selected Exercises
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