Handbook of Statistical Analyses Using Stata (Paperback, 4)

A BRIEF INTRODUCTION TO STATA
Getting Help and Information
Running Stata
Conventions Used in This Book
Datasets in Stata
Stata Commands
Data Management
Estimation
Graphics
Stata as a Calculator
Matrix Calculations Using Mata
Brief Introduction to Programming
Keeping Stata Up to Date
Exercises
DATA DESCRIPTION AND SIMPLE INFERENCE: FEMALE PSYCHIATRIC PATIENTS
Description of Data
Group Comparison and Correlations
Analysis Using Stata
Exercises
MULTIPLE REGRESSION: DETERMINANTS OF POLLUTION IN U.S. CITIES
Description of Data
The Multiple Regression Model
Analysis Using Stata
Exercises
ANALYSIS OF VARIANCE I: TREATING HYPERTENSION
Description of Data
Analysis of Variance Model
Analysis Using Stata
Exercises
ANALYSIS OF VARIANCE II: EFFECTIVENESS OF SLIMMING CLINICS
Description of Data
Analysis of Variance Model
Analysis Using Stata
Exercises
LOGISTIC REGRESSION: TREATMENT OF LUNG CANCER AND DIAGNOSIS OF HEART ATTACKS
Description of Data
The Logistic Regression Model
Analysis Using Stata
Exercises
GENERALIZED LINEAR MODELS: AUSTRALIAN SCHOOL CHILDREN
Description of Data
Generalized Linear Models
Analysis Using Stata
Exercises
SUMMARY MEASURE ANALYSIS OF LONGITUDINAL DATA: TREATMENT OF POST-NATAL DEPRESSION
Description of Data
The Analysis of Longitudinal Data
Analysis Using Stata
Exercises
RANDOM EFFECTS MODELS: THOUGHT DISORDER AND SCHIZOPHRENIA
Description of Data
Random Effects Models
Analysis Using Stata
Thought Disorder Data
Exercises
GENERALIZED ESTIMATING EQUATIONS: EPILEPTIC SEIZURES AND CHEMOTHERAPY
Description of Data
Generalized Estimating Equations
Analysis Using Stata
Exercises
SOME EPIDEMIOLOGY
Description of Data
Introduction to Epidemiology
Analysis Using Stata
Exercises
SURVIVAL ANALYSIS: RETENTION OF HEROIN ADDICTS IN METHADONE MAINTENANCE TREATMENT
Description of Data
Survival Analysis
Analysis Using Stata
Exercises
MAXIMUM LIKELIHOOD ESTIMATION: AGE OF ONSET OF SCHIZOPHRENIA
Description of Data
Finite Mixture Distributions
Analysis Using Stata
Exercises
PRINCIPAL COMPONENTS ANALYSIS: HEARING MEASUREMENT USING AN AUDIOMETER
Description of Data
Principal Component Analysis
Analysis Using Stata
Exercises
CLUSTER ANALYSIS: TIBETAN SKULLS AND DETERMINANTS OF POLLUTION IN U.S. CITIES
Description of Data
Cluster Analysis
Analysis Using Stata
Exercises
APPENDIX: ANSWERS TO SELECTED EXERCISES
REFERENCES
INDEX