The following tables compare general and technical information for a number of
statistical analysis
Statistical inference is the process of using data analysis to infer properties of an underlying distribution of probability.Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. . Inferential statistical analysis infers propertie ...
packages.
General information
Operating system support
ANOVA
Support for various
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 ...
methods
Regression
Support for various
regression methods.
Time series analysis
Support for various
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. Exa ...
methods.
Charts and diagrams
Support for various
statistical
Statistics (from German: ''Statistik'', "description of a state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industria ...
charts
A chart (sometimes known as a graph) is a graphical representation for data visualization, in which "the data is represented by symbols, such as bars in a bar chart, lines in a line chart, or slices in a pie chart". A chart can represent tabul ...
and
diagrams
A diagram is a symbolic representation of information using visualization techniques. Diagrams have been used since prehistoric times on walls of caves, but became more prevalent during the Enlightenment. Sometimes, the technique uses a three- ...
.
Other abilities
See also
*
Comparison 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 ...
*
Comparison of deep learning software
The following table compares notable software frameworks, libraries and computer programs for deep learning.
Deep-learning software by name
Comparison of compatibility of machine learning models
See also
*Comparison of numerical-anal ...
*
Comparison of numerical-analysis software
The following tables provide a comparison of numerical-analysis software.
Applications
General
Operating system support
The operating systems the software can run on natively (without emulation).
Language features
Colors indicate ...
*
Comparison of survey software
Software tools for surveys are varied, ranging from desktop applications to complex web systems for monitoring consumer behaviour. The tables includes general and technical information for notable Computer-assisted survey information collection ...
*
Comparison of Gaussian process software
This is a comparison of statistical analysis software that allows doing inference with Gaussian processes often using Gaussian process approximations, approximations.
This article is written from the point of view of Bayesian statistics, which may ...
*
List of scientific journals in statistics
This is a list of scientific journals published in the field of statistics.
Introductory and outreach
*''The American Statistician''
*'' Significance''
General theory and methodology
*''Annals of the Institute of Statistical Mathematics''
*''An ...
*
List of 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 softwar ...
Footnotes
References
Further reading
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{{Statistical software
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 software ...
Statistics-related lists
Mathematical and quantitative methods (economics)