STAT 597C, Fall 2007
Computing Environments (for Statistical Research)
Time : Thurs. 9:05-9:55
Location : 069 Willard
Syllabus
Homework
Lectures
Purpose of the Course
Software tools useful for statistical
computing will be introduced. These will include Mathematica and R/Splus.
The focus will be on using these tools for statistical analysis and simulation
studies.
Software:
Mathematica is available in the student labs under a Penn
State site license.
R is freeware. It can be downloaded from
www.r-project.org
Evaluation
homework (weekly short problems) 60%
project 40%
Syllabus
Lecture
Topic
1
Mathematica tutorial + downloading R
2
R basics
3-9
More R
10
Object oriented programming concepts in R
11 - 14
Designing a Simulation Study
Lecture
notes on Splus by J. Lee.
Official S-PLUS
Documentation at Insightful Corporation.
S-PLUS for Unix at EPFL.
Additional online resources can be found at:
http://www.stat.psu.edu/resources/computing/index.html
Integrity
All Penn State and Eberly College of Science policies regarding academic
integrity apply to this course. See
the integrity web page.