Handbook of Statistical Analyses Using Stata, Fourth Edition

Front Cover
CRC Press, Nov 15, 2006 - Mathematics - 352 pages
With each new release of Stata, a comprehensive resource is needed to highlight the improvements as well as discuss the fundamentals of the software. Fulfilling this need, A Handbook of Statistical Analyses Using Stata, Fourth Edition has been fully updated to provide an introduction to Stata version 9. This edition covers many new features of Stata, including a new command for mixed models and a new matrix language.

Each chapter describes the analysis appropriate for a particular application, focusing on the medical, social, and behavioral fields. The authors begin each chapter with descriptions of the data and the statistical techniques to be used. The methods covered include descriptives, simple tests, variance analysis, multiple linear regression, logistic regression, generalized linear models, survival analysis, random effects models, and cluster analysis. The core of the book centers on how to use Stata to perform analyses and how to interpret the results. The chapters conclude with several exercises based on data sets from different disciplines.

A concise guide to the latest version of Stata, A Handbook of Statistical Analyses Using Stata, Fourth Edition illustrates the benefits of using Stata to perform various statistical analyses for both data analysis courses and self-study.

 

Contents

A Brief Introduction to Stata
12 Running Stata
13 Conventions used in this book
5
15 Stata commands
9
16 Data management
15
17 Estimation
18
18 Graphics
20
19 Stata as a calculator
26
82 The analysis of longitudinal data
153
84 Exercises
164
Random Effects Models Thought Disorder and Schizophrenia
167
93 Analysis using Stata
172
94 Thought disorder data
184
95 Exercises
193
Generalized Estimating Equations Epileptic Seizures and Chemotherapy
195
102 Generalized estimating equations
197

110 Matrix calculations using Mata
28
111 Brief introduction to programming
30
112 Keeping Stata up to date
35
113 Exercises
36
Data Description and Simple Inference Female Psychiatric Patients
39
23 Analysis using Stata
43
24 Exercises
53
Multiple Regression Determinants of Pollution in US Cities
57
32 The multiple regression model
59
33 Analysis using Stata
60
34 Exercises
78
Analysis of Variance I Treating Hypertension
81
43 Analysis using Stata
83
44 Exercises
92
Analysis of Variance II Effectiveness of Slimming Clinics
97
52 Analysis of variance model
98
54 Exercises
104
Logistic Regression Treatment of Lung Cancer and Diagnosis of Heart Attacks
107
62 The logistic regression model
108
63 Analysis using Stata
112
64 Exercises
125
Generalized Linear Models Australian School Children
129
72 Generalized linear models
130
73 Analysis using Stata
135
74 Exercises
149
Summary Measure Analysis of Longitudinal Data Treatment of PostNatal Depression
151
103 Analysis using Stata
199
104 Exercises
212
Some Epidemiology
215
112 Introduction to epidemiology
216
113 Analysis using Stata
222
114 Exercises
230
Survival Analysis Retention of Heroin Addicts in Methadone Maintenance Treatment
233
122 Survival analysis
236
123 Analysis using Stata
239
124 Exercises
252
Maximum Likelihood Estimation Age of Onset of Schizophrenia
257
133 Analysis using Stata
258
134 Exercises
271
Principal Components Analysis Hearing Measurement Using an Audiometer
275
142 Principal component analysis
277
143 Analysis using Stata
278
144 Exercises
285
Cluster Analysis Tibetan Skulls and Determinants of Pollution in US Cities
289
152 Cluster analysis
291
153 Analysis using Stata
292
154 Exercises
305
Answers to Selected Exercises
309
References
321
Index
329
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