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statsmodels download for Linux

Free download statsmodels Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named statsmodels whose latest release can be downloaded as Release0.13.5.zip. It can be run online in the free hosting provider OnWorks for workstations.

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statsmodels


DESCRIPTION

statsmodels is a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration. An extensive list of result statistics are available for each estimator. The results are tested against existing statistical packages to ensure that they are correct. The package is released under the open source Modified BSD (3-clause) license. Generalized linear models with support for all of the one-parameter exponential family distributions. Markov switching models (MSAR), also known as Hidden Markov Models (HMM). Vector autoregressive models, VAR and structural VAR. Vector error correction model, VECM. Robust linear models with support for several M-estimators. statsmodels supports specifying models using R-style formulas and pandas DataFrames.



Features

  • Ordinary least squares
  • Generalized least squares
  • Weighted least squares
  • Least squares with autoregressive errors
  • Quantile regression
  • Recursive least squares


Programming Language

Python


Categories

UML, Statistics

This is an application that can also be fetched from https://sourceforge.net/projects/statsmodels.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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