Handbook of Statistical Analyses Using Stata, Fourth EditionCRC Press, 15 лист. 2006 р. - 352 стор. 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. |
Зміст
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 |
Інші видання - Показати все
Handbook of Statistical Analyses Using Stata Brian S. Everitt,Sophia Rabe-Hesketh Обмежений попередній перегляд - 2006 |
Handbook of Statistical Analyses Using Stata Brian S. Everitt,Sophia Rabe-Hesketh Попередній перегляд недоступний - 2017 |
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