Stata is an exciting statistical package which can be used for many standard and non-standard methods of data analysis. Stata is particularly useful for modeling complex data from longitudinal studies or surveys and is therefore ideal for analyzing results from clinical trials or epidemiological studies. The extensive graphic facilities of the software are also valuable to the modern dataanalyst. In addition, Stata provides a powerful programming language that enables ‘taylor-made’ analyses to be applied relatively simply. As a result, many Stata users are developing (and making available to other users) new programs reflecting recent developments in statistics which are frequently incorporated into the Stata package.
CONTENTS
1 A Brief Introduction to Stata
2 Data Description and Simple Inference: Female Psychiatric
3 Multiple Regression: Determinants of Pollution in U.S. Cities
4 Analysis of Variance I: Treating Hypertension
5 Analysis of Variance II: Effectiveness of Slimming Clinics
6 Logistic Regression: Treatment of Lung Cancer and Diagnosis of Heart Attacks
7 Generalized Linear Models: Australian School Children
8 Analysis of Longitudinal Data I: The Treatment of Postnatal
9 Analysis of Longitudinal Data II: Epileptic Seizures and ChemotherapyDepression
10 Some Epidemiology
11 Survival Analysis: Retention of Heroin Addicts in Methadone Maintenance Treatment
12 Principal Components Analysis: Hearing Measurement using an Audiometer
13 Maximum Likelihood Estimation: Age of Onset of Schizophrenia
Appendix: Answers to Selected Exercises
References
CONTENTS
1 A Brief Introduction to Stata
2 Data Description and Simple Inference: Female Psychiatric
3 Multiple Regression: Determinants of Pollution in U.S. Cities
4 Analysis of Variance I: Treating Hypertension
5 Analysis of Variance II: Effectiveness of Slimming Clinics
6 Logistic Regression: Treatment of Lung Cancer and Diagnosis of Heart Attacks
7 Generalized Linear Models: Australian School Children
8 Analysis of Longitudinal Data I: The Treatment of Postnatal
9 Analysis of Longitudinal Data II: Epileptic Seizures and ChemotherapyDepression
10 Some Epidemiology
11 Survival Analysis: Retention of Heroin Addicts in Methadone Maintenance Treatment
12 Principal Components Analysis: Hearing Measurement using an Audiometer
13 Maximum Likelihood Estimation: Age of Onset of Schizophrenia
Appendix: Answers to Selected Exercises
References
Páginas : 224
Peso : 2.5mb.
Formato : PDF.
Edición : Second
Año de Publicación :2000
ISBN : 978-1584882015
Editorial : Chapman and Hall/CRC
Autor Brian S. Everitt, Sophia Rabe-Hesketh
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