An Introduction to S-Plus


These notes introduces the students to some basic concepts regarding the  programming language  S-Plus--an integrated system for statistical computing and data analysis. The aim of the lectures is to provide students with the following:

  1. Introduction to  S-Plus
  2. Programming in S-Plus.
  3. Graphics
  4. Elementary statistical analysis methods.
  5. Simple regression and analysis of variance procedures.


 
 

Topics Covered in the Class

Lecture Notes

 

 

Intoducing S-Plus

pdf 

Vector, Matrices and Arrays

pdf  

Lists, Factors and Data Frames 

pdf 

Simple Computing in S-Plus 

pdf 

Graphics

pdf 

Simple Programming 

pdf 

Simulation 

pdf 

Simple Statistical Inference I

pdf 

Simple Statistical Inference II

pdf 

Regression Analysis

pdf 

Analysis of Variance 

pdf 

Some Examples

pdf 

Logistic Regression

pdf

ResamplingTechniques

pdf

Additional Problems in R

pdf

Bootstraping in R

pdf


 

Datafor worked out examples: 

       IQData ,  

       Tress Data

       Lung Disease Data

       Newspaper Data
 
 
 
 

Some Useful Links:

       S-Plus

       R is related language to S-Plus. More information can be obtained at the R web page.

       There is  an extensive list of books devoted to S-Plus.A comprehensive listcan be found here.