The following tables compare general and technical information for many
statistical analysis
Statistical inference is the process of using data analysis to infer properties of an underlying probability distribution.Upton, G., Cook, I. (2008) ''Oxford Dictionary of Statistics'', OUP. . Inferential statistical analysis infers properties of ...
software packages.
General information
Operating system support
ANOVA
Support for various
ANOVA
Analysis of variance (ANOVA) is a family of statistical methods used to compare the means of two or more groups by analyzing variance. Specifically, ANOVA compares the amount of variation ''between'' the group means to the amount of variation ''w ...
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. ...
methods.
Charts and diagrams
Support for various
statistical
Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a s ...
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 t ...
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
*
Comparison of deep learning software
The following tables compare notable software frameworks, libraries, and computer programs for deep learning applications.
Deep learning software by name
Comparison of machine learning model compatibility
See also
* Comparison of numeri ...
*
Comparison of numerical-analysis software
*
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
*
List of scientific journals in statistics
*
List of statistical packages
The following is a list of statistical software.
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+ ...
Footnotes
References
Further reading
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{{Statistical software
Statistical packages
Statistics-related lists
Mathematical and quantitative methods (economics)