Statistical Links
A sample of sources for statistical algorithms, source code, and data. From here you should be able to find your way to most of the rest of the statistical sites on the web. Currently, these links are organized into the categories: General Statistical Archives, Specific Statistical Programs, On-Line Statistical Processing, and Guides and General Information.General Statistical Archives [Top] [Archives] [Programs] [OnLine Processing] [Guides]
Specific Statistical Programs
- Jamovi.
Use R syntax and a statistical spreadsheet to analyze your data on your own computer or use the built-in analyses. Free program. Factor analysis (EFA, CFA, PCA), ANOVA, MANCOVA, regression, descriptives, etc. - JASP.
Free, open-source, desktop statistics program with lots of analyses in classical and Bayesian forms. Plotbuilder, Meta analysis methods, descriptives, factor analsis, ARIMA, regression, and more. - R
Free software for statistical computing and graphics, similar to the S language. Many packages (over 22K currently) available to add features. A GNU project. - GNU PSPP
GNU PSPP is a Free as in Freedom program for the statistical analysis of sampled data. Current version is 2.01. It is intended as a replacment for the proprietary program SPSS. It can do descriptive statistics, T-tests, ANOVA, linear and logistic regression, reliability and factor analysis. Can handle 1 billion cases and 1 billion variables. A GUI interface is available. An indexed user manual is available. In mid-2025, the project began a version based on rust code. - Autobox Home Page
Autobox is a product of Automatic Forecasting Systems, Inc. which can be used to identify and build Box-Jenkins ARIMA and Transfer function models. Models may optionally be selected automatically. Includes graphical analysis tools, automatic intervention detection, and many other features. [for Windows; commercial product] - XlispStat Information
Lisp-Stat was an extensible statistical computing environment for data analysis, statistical instruction and research, with an emphasis on providing a framework for exploring the use of dynamic graphical methods. XLISP-STAT was a version of Lisp-Stat based on a dialect of Lisp called XLISP. NOTE: Xlisp-Stat was abandoned in 1998. Below are a few links to some Xlisp-Stat resources including source code. - Xlisp-Stat source in zip and tar.gz formats
- A collection of XLisp and Common Lisp statistical routines
- A github repo with xlisp-stat source code
- LOCFIT Local Regression & Likelihood and Density Estimation (github)
Available for R from CRAN source. - Mx Gui 1.7
"Mx is a matrix algebra interpreter and numerical optimizer for structural equation modeling and other types of statistical modeling of data. It is being redeveloped as the OpenMx for R open source project in collaboration with the University of Virginia and Argonne National Laboratories. (May not be available)" - The Estima Home Page
"RATS (Regression Analysis of Time Series) is a leading econometrics/time-series analysis software package. It is used worldwide by economists and others for analyzing time series and cross sectional data, developing and estimating econometric models, forecasting, and much more." [commercial product] - The Ethnograph Qualitative Research & Data Analysis Software
Text-based qualitative data analysis software [commercial product]. - LIMDEP (Wikipedia Entry) "A general econometrics program from Econometric Software for estimating linear and nonlinear models, limited and qualitative dependent variable models, models for cross section, time series, and panel data." [commercial product]. As of November 2024, Econometric Software ceased operations.
- SAS Institute
The SAS Institute Home Page. "The SAS System is an integrated suite of software for enterprise-wide information delivery. The functionality of the system is built around the four data-driven tasks common to virtually any application -- data access, data management, data analysis and data presentation." [commercial product] - SAS On Demand for Academics Cloud-based SAS with limitations. Useful for learning SAS, testing code examples. Free access to SAS Studio. Requires a free profile account.
- SHAZAM
"SHAZAM is a comprehensive computer program for econometricians, statisticians, biometricians, sociometricians, psychometricians, politicometricians and others who use statistical techniques.... The primary strength of SHAZAM is for the estimation and testing of many types of regression models." [commercial product] - SPSS Inc.
Publishers of the Statistical Package for the Social Sciences (SPSS), BMDP Classic for DOS, SYSTAT, and Surveycraft packages. [commercial product] - Numerical Recipes Home Page
Publishers of the Numerical Recipes series of books and software. - Eric Zivot's GAUSS Resources & Archive at American University
Links to Beginner's guides and tutorials, GAUSS programs. and documentation. The GAUSS home page. - MacANOVA Homepage
"MacAnova is a free, noncommercial, interactive statistical analysis program for Macintosh, DOS/Windows (Win32s), and Unix written by Gary W. Oehlert and Christopher Bingham, both of the School of Statistics, University of Minnesota. MacAnova's strengths are analysis of variance and related models, matrix algebra, time series, and (to a lesser extent) uni- and multi-variate exploratory statistics." - SciLabFree, open-source, cross- platform numerical computation package. An alternative to MATLAB (includes a MATLAB source translator).
- TK Solver Home Page
"TK Solver is a mathematical modeling platform that simplifies math models into the form of systems of equations and relationships."
On-Line Statistical Processing
- Stat Pages
Has links to on-line statistical software, books, tutorials, downloadable software, and other resources. - Statisty
Import and export data, descriptives, regression, ANOVA, correlations, T-test, Chi-Square test. https://datatab.net Another web-based statistics page. (paid app) - StatsKingdon
Descriptives, distribution statistics, fit tests, correlations, ANOVA, one-way MANOVA, variance tests, regression, logistic regression, plots (box, histogram, ROC, charts, cluster analysis, PCA, violin). Results are compared to R for accuracy.
Guides and General Information
- Scientific Data Formats FAQ
Attempts to answer the question: "Where can I find documentation and software for [X] data format?"
Back to Kent's LinksLast-modified: Mon Sep 1 12:01:52 EDT 2025