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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, optimization, plotting functions and various types of data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other programming languages. It was conceived by Stephen Wolfram, and is developed by Wolfram Research of Champaign, Illinois. The Wolfram Language is the programming language used in Mathematica. Mathematica 1.0 was released on June 23, 1988 in Champaign, Illinois and Santa Clara, California.
A computer algebra system (CAS) or symbolic algebra system (SAS) is any mathematical software with the ability to manipulate mathematical expressions in a way similar to the traditional manual computations of mathematicians and scientists. The development of the computer algebra systems in the second half of the 20th century is part of the discipline of "computer algebra" or "symbolic computation", which has spurred work in algorithms over mathematical objects such as polynomials.
Maple is a symbolic and numeric computing environment as well as a multi-paradigm programming language. It covers several areas of technical computing, such as symbolic mathematics, numerical analysis, data processing, visualization, and others. A toolbox, MapleSim, adds functionality for multidomain physical modeling and code generation.
An F-test is any statistical test used to compare the variances of two samples or the ratio of variances between multiple samples. The test statistic, random variable F, is used to determine if the tested data has an F-distribution under the true null hypothesis, and true customary assumptions about the error term (ε). It is most often used when comparing statistical models that have been fitted to a data set, in order to identify the model that best fits the population from which the data were sampled. Exact "F-tests" mainly arise when the models have been fitted to the data using least squares. The name was coined by George W. Snedecor, in honour of Ronald Fisher. Fisher initially developed the statistic as the variance ratio in the 1920s.
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 TSP software and programming language had been originally developed by Robert Hall in 1965. The current version of EViews is 14, released in June 2024.
The following tables provide a comparison of numerical analysis software.
In statistics, normality tests are used to determine if a data set is well-modeled by a normal distribution and to compute how likely it is for a random variable underlying the data set to be normally distributed.
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 and non-parametric procedures, including Descriptive statistics, ANOVA, ANCOVA, Mann–Whitney, Wilcoxon, chi-square, correlation, linear regression, logistic regression, polynomial regression and advanced model fitting, principal component analysis, and factor analysis.
NCSS is a statistics package produced and distributed by NCSS, LLC. Created in 1981 by Jerry L. Hintze, NCSS, LLC specializes in providing statistical analysis software to researchers, businesses, and academic institutions. It also produces PASS Sample Size Software which is used in scientific study planning and evaluation.
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 Library for its mathematical routines. The name has "no official acronymic expansion".
Dap is a statistics and graphics program based on the C programming language that performs data management, analysis, and C-style graphical visualization tasks without requiring complex syntax. Its name is an acronym for Data Analysis and Presentation.
Psychometric software refers to specialized programs used for the psychometric analysis of data obtained from tests, questionnaires, polls or inventories that measure latent psychoeducational variables. Although some psychometric analyses can be performed using general statistical software such as SPSS, most require specialized tools designed specifically for psychometric purposes.
Free statistical software is a practical alternative to commercial packages. Many of the free to use programs aim to be similar in function to commercial packages, in that they are general statistical packages that perform a variety of statistical analyses. Many other free to use programs were designed specifically for particular functions, like factor analysis, power analysis in sample size calculations, classification and regression trees, or analysis of missing data.
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 efficiency estimation and discrete choice modeling. The package also provides a programming language to allow the user to specify, estimate and analyze models that are not contained in the built in menus of model forms.
WINKS Statistical Data Analytics(SDA) & Graphs is a statistical analysis software package.
References
- ↑ "Maplesoft Media Releases". www.maplesoft.com. Retrieved 2024-05-12.
- ↑ "Yet More New Ideas and New Functions: Launching Version 14.1 of Wolfram Language & Mathematica" . Retrieved 2024-07-31.
- ↑ preserved., Copyright 2022 Free Software Foundation, Inc. Verbatim copying and distribution of this entire article is permitted in any medium, provided this notice is. "PSPP – News: PSPP 1.6.2 has been released. [Savannah]". savannah.gnu.org. Retrieved 2019-01-19.
{{cite web}}: CS1 maint: multiple names: authors list (link) CS1 maint: numeric names: authors list (link) - ↑ "Patrick Donelan / PSPP-Perl – search.cpan.org" . Retrieved 2011-10-05.
- ↑ "R: The R Project for Statistical Computing" . Retrieved 2024-07-18.
- ↑ R is mainly a command line program but the Windows distribution comes with a GUI component called RGui. "Archived copy". Archived from the original on 2006-04-11. Retrieved 2018-09-17.
{{cite web}}: CS1 maint: archived copy as title (link) - ↑ Wrathematics (27 August 2011). "How Much of R Is Written in R". librestats. Retrieved 2011-12-01.
- ↑ C. Genolini. "R++ 1.6.15". Zebrys.
- ↑ Tfry (21 April 2022). "RKWard 0.7.3". RKWard News. Retrieved 2022-04-21.
- ↑ "SageMath". sagemath.org. Retrieved 2020-02-15.
- ↑ "Minitab.com description". Minitab. Retrieved 15 March 2021.
- 1 2 3 4 Using R as platform "RKWard". Archived from the original on 2009-07-21. Retrieved 2007-02-03.
- ↑ Bauer, Nicholas (2019-11-06), Analysis of Variance for Julia, the old-fashioned way.: BioTurboNick/SimpleANOVA.jl , retrieved 2019-11-15
- ↑ Pabst, Marc (2019-11-03), Provides a Simple Way to Calculate ANOVAs From Fitted Linear Models.: marcpabst/ANOVA.jl , retrieved 2019-11-15
- ↑ OneWayANOVA Maple documentation
- ↑ Mutually orthogonal Latin squares Maple documentation
- ↑ "Probability or statistics - Does Mathematica have built-in support for multivariate regression?".
- ↑ NonlinearFit Maple documentation
- ↑ LogitModelFit Mathematica documentation
- ↑ GeneralizedLinearModelFit Mathematica documentation
- ↑ NormFunction Mathematica documentation
- ↑ ProbitModelFit Mathematica documentation
- ↑ CoxModelFit Mathematica documentation
- ↑ LinearModelFit Mathematica documentation
- ↑ LeastSquaresFitting MATLAB documentation
- ↑ MGARCH Gretl package repository
- ↑ ARIMAProcess Mathematica documentation
- ↑ UnitRootTest Mathematica documentation
- ↑ ARProcess Mathematica documentation
- ↑ GARCHProcess Mathematica documentation
- ↑ BarChart Maple documentation
- ↑ BoxPlot Maple documentation
- ↑ GridPlot Maple documentation
- ↑ Histogram Maple documentation
- ↑ LineChart Maple documentation
- ↑ Scatterplot Maple documentation
- ↑ BarChart Mathematica documentation
- ↑ BoxWhiskerChart Mathematica documentation
- ↑ Correlogram Mathematica Resource Function
- ↑ Histogram Mathematica documentation
- ↑ ListLinePlot Mathematica documentation
- ↑ ListPlot Mathematica documentation
- ↑ ListPointPlot3D Mathematica documentation
- ↑ "DistributionChart—Wolfram Language Documentation". reference.wolfram.com. Retrieved 2022-03-10.
- ↑ ShapiroWilkWTest Maple documentation
- ↑ ProcessControl Maple documentation
- ↑ SurvivalAnalysis Mathematica documentation