Archive for August 16th, 2012

Main Journal List

Author: Fabio Fajardo

Aug 16

http://www.statsci.org/jourlist.html

The following is a nearly comprehensive list of journals which publish articles in statistics, based on the Current Index to Statistics list of core journals. Note that journal home pages maintained by publishing houses change frequently. If the journal link given here is no longer active, try the NYU Stern journal page.

If you copy this list, please include an acknowledgement of this website and a link back to the original page.

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List of statistical packages

Author: Fabio Fajardo

Aug 16

Statistical software are specialized computer programs for statistical analysis.

Open source

  • ADaMSoft – a generalized statistical software with Data mining algorithms and methods for data management.
  • ADMB – a software suite for non-linear statistical modeling based on C++ which uses automatic differentiation.
  • Bayesian Filtering Library
  • Chronux – for neurobiological time series data
  • DAP – A free replacement for SAS
  • ELKI a software framework for development of data mining algorithms in Java.
  • Fityk – nonlinear regression software (GUI and command line)
  • gretl – gnu regression, econometrics and time-series Library
  • JAGS – Just another Gibbs sampler (JAGS) is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) developed by Martyn Plummer. It is similar to WinBUGS.
  • JHepWork – Java-based statistical analysis framework for scientists and engineers. It includes an advanced IDE and Jython shell.
  • JMulTi
  • Octave – programming language (very similar to Matlab) with statistical features
  • Mondrian (software) – data analysis tool using interactive statistical graphics with a link to R.
  • OpenBUGS
  • OpenEpi – A web-based, open source, operating-independent series of programs for use in epidemiology and statistics based on JavaScript and HTML
  • OpenMx – A package for Structural equation modeling running in R.
  • Orange, a machine learning and bioinformatics software
  • Ploticus – software for generating a variety of graphs from raw data
  • PSPP – A free software replacement for SPSS
  • R – A free implementation of the S language.
  • R Commander – GUI interface for R\
  • Revolution Analytics – Production-grade software for the enterprise big data analytics
  • RapidMiner, a machine learning toolbox
  • Rattle GUI – GUI interface for R
  • S2[1] – Derived from Salstat, it has a graphical user interface but it can also be scripted by using python, it can make charts as bar chart – ternary plot – Box plot etc. Licenced under GPL3.
  • Salstat – Menu driven statistics software
  • Scilab – uses GPL compatible CeCILL license
  • SciPy (a Python library for scientific computing) contains the stats sub-package which is partly based on the venerable |STAT (a.k.a. PipeStat, formerly UNIX|STAT) software
    • scikit-learn extends SciPy with a host of machine learning models (classification, clustering, regression, etc.)
  • Shogun, an open source Large Scale Machine Learning toolbox that provides several SVM (Support Vector Machine) implementations (like libSVM, SVMlight) under a common framework and interfaces to Octave, Matlab, Python, R
  • Simfit – Simulation, curve fitting, statistics, and plotting
  • SOCR
  • SOFA Statistics – a desktop GUI program focused on ease of use, learn as you go, and beautiful output.
  • Statistical Lab – R-based and focusing on educational purposes
  • Weka is also a suite of machine learning software written at the University of Waikato.
  • Xlisp-stat

Public domain

Freeware

Proprietary

Add-ons

See also

References

  1. ^ http://code.google.com/p/salstat-statistics-package-2/

External links

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