Data analysis software

SAS

SAS is available for Windows through a site license. It is installed in room B3 in the Lab Building.

R

R is `GNU S', a freely available language and environment for statistical computing and graphics which provides a wide variety of statistical and graphical techniques: linear and nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. It is available for Unix, Linux, Windows, and Mac. It is installed in B3, but can be downloaded free.

R home
Local site (with search)
Introduction (html) (pdf)
R reference card (see CRAN for other docs)
Good simple intro
R tips
simple R, and Graphical User Interface (both for intro stats),
R for beginners,
Emacs Speaks Statistics (great interface for R, S-Plus, or SAS)

SPSS

SPSS is available in the McNeil Building, in the undergraduate data analysis laboratory. (Undergraduates get priority, but others can use it.) It is also on computers in B3 and A2 of the Lab Building, and on the projector computer.

See also Penn's site licence program, which includes SPSS.

|STAT

|STAT is an old and venerable set of routines, installed on Cattell. It is now almost entirely redundant with other free utilities, such as Unix utilities (cut, paste, sort, etc.) and languages such as R. A summary of |stat's ~20 data analysis and data manipulation utilities can be found in either the paper manual in B3 or online in /pkg/stat/ and many of its subdirectories. See especially README. There are two copies of the manual in B-3. The stapled set is for Unix users; the other (loose photocopied sheets in a manila folder) for some other platform. There's a slight difference in syntax between the two (e.g., use of quotation marks in complex expressions). The manual is also here.

LISREL

Lisrel is installed on some computers in B3. It is for structural equation modeling. (See also this FAQ.)

JMP

JMP IN, a beginner version, is used in several courses taught by the Statistics department.

General links and advice

Web pages that do statistics
On line textbook
Journal of Statistical Software
Mediation ( Sobel test calculator)
Rice virtual lab of statistics
Indices of resources: Helberg, UCLA, York
Archives of programs, data, etc.: Netlib, StatLib
Gerald Dallal's page
Jonathan Baron
Last modified: Mon Oct 10 09:42:20 EDT 2005