Statistical software are specialized
computer program
A computer program is a sequence or set of instructions in a programming language for a computer to execute. Computer programs are one component of software, which also includes documentation and other intangible components.
A computer progra ...
s for analysis in
statistics and
econometrics
Econometrics is the application of statistical methods to economic data in order to give empirical content to economic relationships.M. Hashem Pesaran (1987). "Econometrics," '' The New Palgrave: A Dictionary of Economics'', v. 2, p. 8 p. 8� ...
.
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
In mathematics and computer algebra, automatic differentiation (AD), also called algorithmic differentiation, computational differentiation, auto-differentiation, or simply autodiff, is a set of techniques to evaluate the derivative of a function ...
*
Chronux
Chronux is an open-source software package developed for the loading, visualization and analysis of a variety of modalities / formats of neurobiological time series data. Usage of this tool enables neuroscientists to perform a variety of analysis ...
– for neurobiological time series data
*
DAP – free replacement for SAS
*
(ELKI) a
software framework
In computer programming, a software framework is an abstraction in which software, providing generic functionality, can be selectively changed by additional user-written code, thus providing application-specific software. It provides a standard ...
for developing
data mining algorithms in
Java
Java (; id, Jawa, ; jv, ꦗꦮ; su, ) is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea to the north. With a population of 151.6 million people, Java is the world's mo ...
*
Epi Info
Epi Info is statistical software for epidemiology developed by Centers for Disease Control and Prevention (CDC) in Atlanta, Georgia (US).
Epi Info has been in existence for over 20 years and is currently available for Microsoft Windows, Androi ...
–
statistical software
Statistical software are specialized computer programs for analysis in statistics and econometrics.
Open-source
* ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management
* ADMB – a softwa ...
for
epidemiology
Epidemiology is the study and analysis of the distribution (who, when, and where), patterns and determinants of health and disease conditions in a defined population.
It is a cornerstone of public health, and shapes policy decisions and evide ...
developed by
Centers for Disease Control and Prevention
The Centers for Disease Control and Prevention (CDC) is the national public health agency of the United States. It is a United States federal agency, under the Department of Health and Human Services, and is headquartered in Atlanta, Georg ...
(CDC). Apache 2 licensed
*
Fityk – nonlinear regression software (GUI and command line)
*
GNU Octave
GNU Octave is a high-level programming language primarily intended for scientific computing and numerical computation. Octave helps in solving linear and nonlinear problems numerically, and for performing other numerical experiments using a lang ...
– programming language very similar to MATLAB with statistical features
*
gretl
gretl is an open-source statistical package, mainly for econometrics. The name is an acronym for ''G''nu ''R''egression, ''E''conometrics and ''T''ime-series ''L''ibrary.
It has both a graphical user interface (GUI) and a command-line interf ...
– gnu regression, econometrics and time-series library
*
intrinsic Noise Analyzer (iNA) – For analyzing intrinsic fluctuations in biochemical systems
*
jamovi
Jamovi (stylized in all lower-case as jamovi) is a free and open-source computer program for data analysis and performing statistical tests. The core developers of Jamovi are Jonathon Love, Damian Dropmann, and Ravi Selker who are developers for ...
– A free software alternative to IBM
SPSS
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Cur ...
Statistics
*
JASP
JASP (Jeffreys’s Amazing Statistics Program) is a free and open-source program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. It offers standard analysis pro ...
– A free software alternative to IBM
SPSS
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Cur ...
Statistics with additional option for Bayesian methods
*
JMulTi – For
econometric analysis, specialised in univariate and multivariate
time series
In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. E ...
analysis
*
Just another Gibbs sampler (JAGS) – a program for analyzing Bayesian hierarchical models using
Markov chain Monte Carlo
In statistics, Markov chain Monte Carlo (MCMC) methods comprise a class of algorithms for sampling from a probability distribution. By constructing a Markov chain that has the desired distribution as its equilibrium distribution, one can obtain ...
developed by Martyn Plummer. It is similar to WinBUGS
*
KNIME
KNIME (), the Konstanz Information Miner, is a free and open-source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining "Building Blocks ...
– An open source analytics platform built with
Java
Java (; id, Jawa, ; jv, ꦗꦮ; su, ) is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea to the north. With a population of 151.6 million people, Java is the world's mo ...
and
Eclipse
An eclipse is an astronomical event that occurs when an astronomical object or spacecraft is temporarily obscured, by passing into the shadow of another body or by having another body pass between it and the viewer. This alignment of three ce ...
using modular data pipeline workflows
*
LIBSVM – C++ support vector machine libraries
*
mlpack – open-source library for machine learning, exploits C++ language features to provide maximum performance and flexibility while providing a simple and consistent
application programming interface (API)
*
Mondrian
Pieter Cornelis Mondriaan (), after 1906 known as Piet Mondrian (, also , ; 7 March 1872 – 1 February 1944), was a Dutch painter and art theoretician who is regarded as one of the greatest artists of the 20th century. He is known for being o ...
– data analysis tool using interactive statistical graphics with a link to
R
*
Neurophysiological Biomarker Toolbox – Matlab toolbox for data-mining of neurophysiological biomarkers
*
OpenBUGS
*
OpenEpi
OpenEpi is a free, web-based, open source, operating system-independent series of programs for use in epidemiology, biostatistics, public health, and medicine, providing a number of epidemiologic and statistical tools for summary data. OpenEpi wa ...
– 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
Structural equation modeling (SEM) is a label for a diverse set of methods used by scientists in both experimental and observational research across the sciences, business, and other fields. It is used most in the social and behavioral scienc ...
running in
R (programming language)
R is a programming language for statistical computing and graphics supported by the R Core Team and the R Foundation for Statistical Computing. Created by statisticians Ross Ihaka and Robert Gentleman, R is used among data miners, bioinform ...
*
OpenNN
OpenNN (Open Neural Networks Library) is a software library written in the C++ programming language which implements neural networks, a main area of deep learning research. The library is open-source, licensed under the GNU Lesser General Public L ...
– A
software library
In computer science, a library is a collection of non-volatile resources used by computer programs, often for software development. These may include configuration data, documentation, help data, message templates, pre-written code and sub ...
written in the programming language
C++ which implements
neural network
A neural network is a network or neural circuit, circuit of biological neurons, or, in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus, a neural network is either a biological neural network, made up ...
s, a main area of
deep learning research
*
Orange
Orange most often refers to:
*Orange (fruit), the fruit of the tree species '' Citrus'' × ''sinensis''
** Orange blossom, its fragrant flower
* Orange (colour), from the color of an orange, occurs between red and yellow in the visible spectrum ...
, a
data mining,
machine learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence.
Machine ...
, and
bioinformatics
Bioinformatics () is an interdisciplinary field that develops methods and software tools for understanding biological data, in particular when the data sets are large and complex. As an interdisciplinary field of science, bioinformatics combin ...
software
*
Pandas –
High-performance computing
High-performance computing (HPC) uses supercomputers and computer clusters to solve advanced computation problems.
Overview
HPC integrates systems administration (including network and security knowledge) and parallel programming into a multi ...
(HPC) data structures and data analysis tools for
Python in Python and
Cython
Cython () is a programming language that aims to be a superset of the Python programming language, designed to give C-like performance with code that is written mostly in Python with optional additional C-inspired syntax.
Cython is a compil ...
(statsmodels,
scikit-learn)
*
Perl Data Language – Scientific computing with Perl
*
Ploticus – software for generating a variety of graphs from raw data
*
PSPP
PSPP is a free software application for analysis of sampled data, intended as a free alternative for IBM SPSS Statistics. It has a graphical user interface and conventional command-line interface. It is written in C and uses GNU Scientific ...
– A free software alternative to IBM
SPSS
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Cur ...
Statistics
*
R –
free
Free may refer to:
Concept
* Freedom, having the ability to do something, without having to obey anyone/anything
* Freethought, a position that beliefs should be formed only on the basis of logic, reason, and empiricism
* Emancipate, to procur ...
implementation of the
S (programming language)
S is a statistical programming language developed primarily by John Chambers and (in earlier versions) Rick Becker and Allan Wilks of Bell Laboratories. The aim of the language, as expressed by John Chambers, is "to turn ideas into software, qui ...
**
Programming with Big Data in R (pbdR) – a series of R packages enhanced by
SPMD parallelism for
big data analysis
**
R Commander – GUI interface for R
**
Rattle GUI – GUI interface for R
**
Revolution Analytics – production-grade software for the enterprise big data analytics
**
RStudio – GUI interface and development environment for R
*
ROOT
In vascular plants, the roots are the organs of a plant that are modified to provide anchorage for the plant and take in water and nutrients into the plant body, which allows plants to grow taller and faster. They are most often below the sur ...
– an open-source C++ system for data storage, processing and analysis, developed by CERN and used to find the
Higgs boson
The Higgs boson, sometimes called the Higgs particle, is an elementary particle in the Standard Model of particle physics produced by the quantum excitation of the Higgs field,
one of the fields in particle physics theory. In the St ...
*
Salstat – menu-driven statistics software
*
Scilab
Scilab is a free and open-source, cross-platform numerical computational package and a high-level, numerically oriented programming language. It can be used for signal processing, statistical analysis, image enhancement, fluid dynamics simula ...
– uses GPL-compatible
CeCILL license
*
SciPy –
Python library for scientific computing that 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.)
**
statsmodels – extends SciPy with statistical models and tests (regression, plotting, example datasets,
generalized linear model
In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and by ...
(GLM),
time series analysis
In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. ...
,
autoregressive–moving-average model
In the statistical analysis of time series, autoregressive–moving-average (ARMA) models provide a parsimonious description of a (weakly) stationary stochastic process in terms of two polynomials, one for the autoregression (AR) and the second ...
(ARMA),
vector autoregression
Vector autoregression (VAR) is a statistical model used to capture the relationship between multiple quantities as they change over time. VAR is a type of stochastic process model. VAR models generalize the single-variable (univariate) autoregre ...
(VAR),
non-parametric statistics
Nonparametric statistics is the branch of statistics that is not based solely on parametrized families of probability distributions (common examples of parameters are the mean and variance). Nonparametric statistics is based on either being distri ...
,
ANOVA
Analysis of variance (ANOVA) is a collection of statistical models and their associated estimation procedures (such as the "variation" among and between groups) used to analyze the differences among means. ANOVA was developed by the statistician ...
,
empirical likelihood)
*
Shogun (toolbox) –
open-source
Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use the source code, design documents, or content of the product. The open-source model is a decentralized sof ...
, 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
SOFA Statistics is an open-source statistical package. The name stands for ''S''tatistics ''O''pen ''F''or ''A''ll. It has a graphical user interface and can connect directly to MySQL, PostgreSQL, SQLite, MS Access (map), and Microsoft SQL Ser ...
– desktop GUI program focused on ease of use, learn as you go, and beautiful output
*
Stan (software)
Stan is a probabilistic programming language for statistical inference written in C++.Stan Development Team. 2015Stan Modeling Language User's Guide and Reference Manual, Version 2.9.0/ref> The Stan language is used to specify a (Bayesian) st ...
– open-source package for obtaining Bayesian inference using the No-U-Turn sampler, a variant of
Hamiltonian Monte Carlo The Hamiltonian Monte Carlo algorithm (originally known as hybrid Monte Carlo) is a Markov chain Monte Carlo method for obtaining a sequence of random samples which converge to being distributed according to a target probability distribution for w ...
. It is somewhat like BUGS, but with a different language for expressing models and a different sampler for sampling from their posteriors
*
Statistical Lab
The computer program Statistical Lab (Statistiklabor) is an explorative and interactive toolbox for statistical analysis and visualization of data. It supports educational applications of statistics in business administration, economics, social sc ...
–
R-based and focusing on educational purposes
*
TOPCAT (software) – interactive graphical analysis and manipulation package for astronomers that understands
FITS
Flexible Image Transport System (FITS) is an open standard defining a digital file format useful for storage, transmission and processing of data: formatted as multi-dimensional arrays (for example a 2D image), or tables. FITS is the most comm ...
, VOTable and
CDF formats.
*
Torch (machine learning) – a
deep learning software library written in
Lua (programming language)
Lua ( ; from meaning ''moon'') is a lightweight, high-level, multi-paradigm programming language designed primarily for embedded use in applications. Lua is cross-platform, since the interpreter of compiled bytecode is written in ANSI C ...
*
Weka (machine learning)
Waikato Environment for Knowledge Analysis (Weka), developed at the University of Waikato, New Zealand, is free software licensed under the GNU General Public License, and the companion software to the book "Data Mining: Practical Machine Learnin ...
– a suite of machine learning software written at the
University of Waikato
The University of Waikato ( mi, Te Whare Wānanga o Waikato), is a Public university, public research university in Hamilton, New Zealand, Hamilton, New Zealand established in 1964. An additional campus is located in Tauranga.
The university perfo ...
Public domain
*
CSPro (core is public domain but without publicly available source code; the web UI has been open sourced under Apache version 2 and the help system under GPL version 3)
*
Dataplot
Dataplot is a public domain software system for scientific visualization and statistical analysis. It was developed and is being maintained at the National Institute of Standards and Technology. Dataplot's source code
In computing, source cod ...
(NIST)
*
X-13ARIMA-SEATS (public domain in the United States only; outside of the United States is under US government copyright)
Freeware
*
BV4.1
The application software BV4.1 is an easy-to-use tool for decomposing and seasonally adjusting monthly or quarterly economic time series by version 4.1 of the Berlin procedure. It is being developed by the Federal Statistical Office of Germany ...
*
GeoDA
*
MaxStat Lite – general statistical software
*
MINUIT MINUIT, now MINUIT2, is a numerical minimization software library developed at the European Organization for Nuclear Research (CERN). It provides several algorithms that search for parameter values that minimize a user-defined function, and comput ...
*
WinBUGS –
Bayesian analysis
Bayesian inference is a method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence or information becomes available. Bayesian inference is an important technique in statistics, and ...
using
Markov chain Monte Carlo
In statistics, Markov chain Monte Carlo (MCMC) methods comprise a class of algorithms for sampling from a probability distribution. By constructing a Markov chain that has the desired distribution as its equilibrium distribution, one can obtain ...
methods
*
Winpepi – package of statistical programs for epidemiologists
Proprietary
*
Alteryx – analytics platform with drag and drop statistical models; R and Python integration
*
Analytica – visual analytics and statistics package
*
Angoss – products KnowledgeSEEKER and KnowledgeSTUDIO incorporate several data mining algorithms
*
ASReml – for restricted maximum likelihood analyses
*
BMDP
BMDP was a statistical package developed in 1965 by Wilfrid Dixon at the University of California, Los Angeles. The acronym stands for Bio-Medical Data Package, the word package was added by Dixon as the software consisted of a series of programs ...
– general statistics package
*
DataGraph – visual analysis with linear and nonlinear regression
*
DB Lytix – 800+ in-database models
*
EViews
EViews is a statistical package for Windows, used mainly for time-series oriented econometric analysis. It is developed by Quantitative Micro Software (QMS), now a part of IHS. Version 1.0 was released in March 1994, and replaced MicroTSP. The ...
– for
econometric analysis
*
FAME (database) – a system for managing
time-series databases
*
GAUSS
Johann Carl Friedrich Gauss (; german: Gauß ; la, Carolus Fridericus Gauss; 30 April 177723 February 1855) was a German mathematician and physicist who made significant contributions to many fields in mathematics and science. Sometimes refer ...
–
programming language
A programming language is a system of notation for writing computer programs. Most programming languages are text-based formal languages, but they may also be graphical. They are a kind of computer language.
The description of a programming l ...
for statistics
*
Genedata
Genedata is a Swiss-headquartered bioinformatics company that provides enterprise software that support large-scale, experimental processes in life science research. The company focuses on automating data-rich, highly complex data workflows in b ...
– software for integration and interpretation of experimental data in the life science R&D
*
GenStat – general statistics package
*
GLIM
Glim or Gleam ( arz, جليم) is a neighborhood in Alexandria, Egypt.
See also
* Neighborhoods in Alexandria
Alexandria, Virginia, an independent city in the Commonwealth of Virginia, is located along the western bank of the Potomac Ri ...
– early package for fitting
generalized linear model
In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and by ...
s
*
GraphPad InStat
GraphPad Software Inc. was a privately held software development corporation until its acquisition by Insight Partners in 2017. The company was named Insightful Science, which itself merged with Dotmatics in 2021. The original software was writt ...
– very simple with much guidance and explanations
*
GraphPad Prism – biostatistics and nonlinear regression with clear explanations
*
IMSL Numerical Libraries – software library with statistical algorithms
*
JMP – visual analysis and statistics package
*
LIMDEP
LIMDEP is an econometric and statistical software package with a variety of estimation tools. In addition to the core econometric tools for analysis of cross sections and time series, LIMDEP supports methods for panel data analysis, frontier and e ...
– comprehensive statistics and econometrics package
*
LISREL – statistics package used in structural equation modeling
*
Maple
''Acer'' () is a genus of trees and shrubs commonly known as maples. The genus is placed in the family Sapindaceae.Stevens, P. F. (2001 onwards). Angiosperm Phylogeny Website. Version 9, June 2008 nd more or less continuously updated since ht ...
–
programming language
A programming language is a system of notation for writing computer programs. Most programming languages are text-based formal languages, but they may also be graphical. They are a kind of computer language.
The description of a programming l ...
with statistical features
*
Mathematica
Wolfram Mathematica is a software system with built-in libraries for several areas of technical computing that allow machine learning, statistics, symbolic computation, data manipulation, network analysis, time series analysis, NLP, optimi ...
– a software package with statistical particularly ŋ features
*
MATLAB
MATLAB (an abbreviation of "MATrix LABoratory") is a proprietary multi-paradigm programming language and numeric computing environment developed by MathWorks. MATLAB allows matrix manipulations, plotting of functions and data, implementa ...
–
programming language
A programming language is a system of notation for writing computer programs. Most programming languages are text-based formal languages, but they may also be graphical. They are a kind of computer language.
The description of a programming l ...
with statistical features
*
MaxStat Pro – general statistical software
*
MedCalc – for biomedical sciences
*
Microfit
Microfit is a statistics package developed by Bahram Pesaran and M. Hashem Pesaran, and published by Oxford University Press. It is designed for econometric modelling with time series
In mathematics, a time series is a series of data points in ...
– econometrics package, time series
*
Minitab – general statistics package
*
MLwiN – multilevel models (free to UK academics)
*
Nacsport Video Analysis Software – software for analysing sports and obtaining statistical intelligence
*
NAG Numerical Library – comprehensive math and statistics library
*
NCSS – general statistics package
*
Neural Designer
Neural Designer is a software tool for machine learning based on neural networks, a main area of artificial intelligence research, and contains a graphical user interface which simplifies data entry and interpretation of results.
In 2015, Neural ...
– commercial
deep learning package
*
NLOGIT – comprehensive statistics and econometrics package
*
nQuery Sample Size Software – Sample Size and Power Analysis Software
*
O-Matrix
O-Matrix is a matrix programming language for mathematics, engineering, science, and financial analysis, marketed by Harmonic Software. The language is designed for use in high-performance computing.
O-Matrix provides an integrated develo ...
–
programming language
A programming language is a system of notation for writing computer programs. Most programming languages are text-based formal languages, but they may also be graphical. They are a kind of computer language.
The description of a programming l ...
*
OriginPro – statistics and graphing, programming access to
NAG library
*
PASS Sample Size Software (PASS) – power and sample size software from NCSS
*
Plotly
Plotly is a technical computing company headquartered in Montreal, Quebec, that develops online data analytics and data visualization, visualization tools. Plotly provides online graphing, analytics, and statistics tools for individuals and coll ...
– plotting library and styling interface for analyzing data and creating browser-based graphs. Available for
R,
Python,
MATLAB
MATLAB (an abbreviation of "MATrix LABoratory") is a proprietary multi-paradigm programming language and numeric computing environment developed by MathWorks. MATLAB allows matrix manipulations, plotting of functions and data, implementa ...
,
Julia
Julia is usually a feminine given name. It is a Latinate feminine form of the name Julio and Julius. (For further details on etymology, see the Wiktionary entry "Julius".) The given name ''Julia'' had been in use throughout Late Antiquity (e ...
, and
Perl
Perl is a family of two High-level programming language, high-level, General-purpose programming language, general-purpose, Interpreter (computing), interpreted, dynamic programming languages. "Perl" refers to Perl 5, but from 2000 to 2019 it ...
*
Primer-E Primer
Plymouth Routines In Multivariate Ecological Research (PRIMER) is a statistical package that is a collection of specialist univariate, multivariate, and graphical routines for analyzing species sampling data for community ecology. Types of data an ...
– environmental and ecological specific
*
PV-WAVE –
programming language
A programming language is a system of notation for writing computer programs. Most programming languages are text-based formal languages, but they may also be graphical. They are a kind of computer language.
The description of a programming l ...
comprehensive data analysis and visualization with IMSL statistical package
*
Qlucore Omics Explorer – interactive and visual data analysis software
*
RapidMiner
RapidMiner is a data science platform designed for enterprises that analyses the collective impact of organizations’ employees, expertise and data. Rapid Miner's data science platform is intended to support many analytics users across a broad AI ...
–
machine learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence.
Machine ...
toolbox
*
Regression Analysis of Time Series (RATS) – comprehensive
econometric analysis package
*
S-PLUS – general statistics package
*
SAS (software)
SAS (previously "Statistical Analysis System") is a statistical software suite developed by SAS Institute for data management, advanced analytics, multivariate analysis, business intelligence, criminal investigation, and predictive analytics.
...
– comprehensive statistical package
*
SHAZAM (Econometrics and Statistics Software) – comprehensive econometrics and statistics package
*
SigmaStat – package for group analysis
*
Simul
SIMUL - i.e. Système Intégré de Modélisation mULti-dimensionelle - is an econometric tool for the multidimensional (multi-sectoral and multi-regional) modelling. It allows to implement easily multidimensional econometric models according to ...
– econometric tool for multidimensional (multi-sectoral, multi-regional) modeling
*
SmartPLS – statistics package used in
partial least squares path modeling The partial least squares path modeling or partial least squares structural equation modeling (PLS-PM, PLS-SEM) is a method for structural equation modeling that allows estimation of complex cause-effect relationships in path models with latent va ...
(PLS) and PLS-based
structural equation modeling
Structural equation modeling (SEM) is a label for a diverse set of methods used by scientists in both experimental and observational research across the sciences, business, and other fields. It is used most in the social and behavioral scienc ...
*
SOCR – online tools for teaching
statistics and
probability theory
Probability theory is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expressing it through a set o ...
*
Speakeasy (computational environment)
Speakeasy was a numerical computing interactive environment also featuring an interpreted programming language. It was initially developed for internal use at the Physics Division of Argonne National Laboratory by the theoretical physicist ...
– numerical computational environment and programming language with many statistical and
econometric analysis features
*
SPSS Modeler – comprehensive data mining and text analytics workbench
*
SPSS
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Cur ...
Statistics – comprehensive statistics package
*
Stata
Stata (, , alternatively , occasionally stylized as STATA) is a general-purpose statistical software package developed by StataCorp for data manipulation, visualization, statistics, and automated reporting. It is used by researchers in many fiel ...
– comprehensive statistics package
*
StatCrunch
StatCrunch is a web-based statistical software application from Pearson Education. StatCrunch was originally created for use in college statistics courses. As a full-featured statistics package, it is now also used for research and for other sta ...
– comprehensive statistics package, originally designed for college statistics courses
*
Statgraphics – general statistics package to include
cloud computing
Cloud computing is the on-demand availability of computer system resources, especially data storage ( cloud storage) and computing power, without direct active management by the user. Large clouds often have functions distributed over m ...
and
Six Sigma for use in
business development
Business development entails tasks and processes to develop and implement growth opportunities within and between organizations. It is a subset of the fields of business, commerce and organizational theory. Business development is the creation of ...
, process improvement,
data visualization
Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is nume ...
and statistical analysis,
design of experiment, point processes, geospatial analysis, regression, and time series analysis are all included within this complete statistical package.
*
Statistica
Statistica is an advanced analytics software package originally developed by StatSoft and currently maintained by TIBCO Software Inc.
Statistica provides data analysis, data management, statistics, data mining, machine learning, text analytics a ...
– comprehensive statistics package
*
StatsDirect
StatsDirect is a statistical software package designed for biomedical, public health, and general health science uses. The second generation of the software was reviewed in general medical and public health journals.
Features and use
StatsDire ...
– statistics package designed for biomedical, public health and general health science uses
*
StatXact – package for exact nonparametric and parametric statistics
*
SuperCROSS
The AMA Supercross Championship (commercially known as Monster Energy AMA Supercross) is an American motorcycle racing series. Founded by the American Motorcyclist Association (AMA) in 1974, the AMA Supercross Championship races are held from ...
– comprehensive statistics package with ad-hoc, cross tabulation analysis
*
Systat – general statistics package
*
The Unscrambler
The Unscrambler X is a commercial software product for multivariate data analysis, used for calibration of multivariate data which is often in the application of analytical data such as near infrared spectroscopy and Raman spectroscopy, and deve ...
– free-to-try commercial
multivariate analysis
Multivariate statistics is a subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable.
Multivariate statistics concerns understanding the different aims and background of each of the dif ...
software for Windows
*
Unistat – general statistics package that can also work as Excel add-in
*
WarpPLS – statistics package used in
structural equation modeling
Structural equation modeling (SEM) is a label for a diverse set of methods used by scientists in both experimental and observational research across the sciences, business, and other fields. It is used most in the social and behavioral scienc ...
*
Wolfram Language
The Wolfram Language ( ) is a general multi-paradigm programming language developed by Wolfram Research. It emphasizes symbolic computation, functional programming, and rule-based programming and can employ arbitrary structures and data. It is ...
– the computer language that evolved from the program
Mathematica
Wolfram Mathematica is a software system with built-in libraries for several areas of technical computing that allow machine learning, statistics, symbolic computation, data manipulation, network analysis, time series analysis, NLP, optimi ...
. It has similar statistical capabilities as Mathematica.
*
World Programming System (WPS) – statistical package that supports the use of
Python,
R and
SAS
SAS or Sas may refer to:
Arts, entertainment, and media
* ''SAS'' (novel series), a French book series by Gérard de Villiers
* ''Shimmer and Shine'', an American animated children's television series
* Southern All Stars, a Japanese rock ba ...
languages within in a single user program.
*
XploRe
Add-ons
*
Analyse-it
Analyse-it is a statistical analysis add-in for Microsoft Excel. Analyse-it is the successor to Astute, developed in 1992 for Excel 4 and the first statistical analysis add-in for Microsoft Excel. Analyse-it provides a range of standard parametric ...
– add-on to
Microsoft Excel
Microsoft Excel is a spreadsheet developed by Microsoft for Windows, macOS, Android and iOS. It features calculation or computation capabilities, graphing tools, pivot tables, and a macro programming language called Visual Basic for ...
for statistical analysis
*
Statgraphics Sigma Express – add-on to
Microsoft Excel
Microsoft Excel is a spreadsheet developed by Microsoft for Windows, macOS, Android and iOS. It features calculation or computation capabilities, graphing tools, pivot tables, and a macro programming language called Visual Basic for ...
for
Six Sigma statistical analysis
*
SUDAAN
SUDAAN is a proprietary statistical software package for the analysis of correlated data, including correlated data encountered in complex sample surveys. SUDAAN originated in 1972 at RTI International (the trade name of Research Triangle Institu ...
– add-on to
SAS
SAS or Sas may refer to:
Arts, entertainment, and media
* ''SAS'' (novel series), a French book series by Gérard de Villiers
* ''Shimmer and Shine'', an American animated children's television series
* Southern All Stars, a Japanese rock ba ...
and
SPSS
SPSS Statistics is a statistical software suite developed by IBM for data management, advanced analytics, multivariate analysis, business intelligence, and criminal investigation. Long produced by SPSS Inc., it was acquired by IBM in 2009. Cur ...
for
statistical surveys
*
XLfit add-on to
Microsoft Excel
Microsoft Excel is a spreadsheet developed by Microsoft for Windows, macOS, Android and iOS. It features calculation or computation capabilities, graphing tools, pivot tables, and a macro programming language called Visual Basic for ...
for curve fitting and statistical analysis
See also
*
Comparison of statistical packages
The following tables compare general and technical information for a number of statistical analysis packages.
General information
Operating system support
ANOVA
Support for various ANOVA methods
Regression
Support for various regression m ...
*
Free statistical software
*
List of computer algebra systems
The following tables provide a comparison of computer algebra systems (CAS). A CAS is a package comprising a set of algorithms for performing symbolic manipulations on algebraic objects, a language to implement them, and an environment in which to ...
*
List of information graphics software
*
List of numerical libraries
This is a list of numerical libraries, which are libraries used in software development for performing numerical calculations. It is not a complete listing but is instead a list of numerical libraries with articles on Wikipedia, with few exceptio ...
*
List of numerical-analysis software
Listed here are notable end-user computer applications intended for use with numerical or data analysis:
Numerical-software packages
General-purpose computer algebra systems
Interface-oriented
Language-oriented
Historically significa ...
*
Mathematical software Mathematical software is software used to model, analyze or calculate numeric, symbolic or geometric data.
Evolution of mathematical software
Numerical analysis and symbolic computation had been in most important place of the subject, but other ...
*
Psychometric software
References
External links
*
{{Public health
Statistical packages
Statistical software are specialized computer programs for analysis in statistics and econometrics.
Open-source
* ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management
* ADMB – a softw ...
Software
Software is a set of computer programs and associated software documentation, documentation and data (computing), data. This is in contrast to Computer hardware, hardware, from which the system is built and which actually performs the work.
...