Analyzing Medical Data Using S-PLUS /
Each chapter will consist of basic statistical theory, simple examples of S-PLUS code, more complex examples of S-PLUS code, and exercises. All data sets will be taken from genuine medical investigations and will be made available, if possible, on a web site. All examples will contain extensive grap...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York,
2001.
|
| Series: | Statistics for biology and health.
|
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Introduction to Medical Statistics
- Introduction to S-PLUS
- Simple Data Description and Inference
- Boxplots, Scatterplots, Histograms
- Correlation, Simple Linear Regression and Simple Anova
- Basic Epidemiology, Odds Ratio, Chi-squared Tests, Cross Tabulations
- Simple Analyses of Longitudinal Data
- Multiple Regression/ Robust Regression
- Logistic Regression
- Generalized Linear Model
- More on the Analysis of Longitudinal Data Including Non-linear Models
- Generalized Additive Models
- Tree Regression Models
- Survival Analysis
- Time Series Analysis
- Principal Components and Factor Analysis
- Cluster Analysis
- Discriminant Function and Canonical Correlation Analysis
- Bootstrap/Jackknife
- Spatial Statistics.