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author | wg <wg@FreeBSD.org> | 2013-11-22 20:40:09 +0800 |
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committer | wg <wg@FreeBSD.org> | 2013-11-22 20:40:09 +0800 |
commit | 0a86727ddd5e5bb0f5e874af8a6c706464b8c57d (patch) | |
tree | 01f9ca6a687b28bb9aa6c4c186331a01f6d002f4 /chinese | |
parent | c1f98c37e8f4ad8f1bb8aaa585cb5eb1a3451379 (diff) | |
download | freebsd-ports-gnome-0a86727ddd5e5bb0f5e874af8a6c706464b8c57d.tar.gz freebsd-ports-gnome-0a86727ddd5e5bb0f5e874af8a6c706464b8c57d.tar.zst freebsd-ports-gnome-0a86727ddd5e5bb0f5e874af8a6c706464b8c57d.zip |
math/py-statsmodels: Complement to SciPy for statistical computations
Statsmodels is a Python package that provides a complement to scipy for
statistical computations including descriptive statistics and estimation and
inference for statistical models.
Main Features:
* linear regression models: GLS (including WLS and LS aith AR errors) and OLS.
* glm: Generalized linear models with support for all of the one-parameter
exponential family distributions.
* discrete: regression with discrete dependent variables, including Logit,
Probit, MNLogit, Poisson, based on maximum likelihood estimators
* rlm: Robust linear models with support for several M-estimators.
* tsa: models for time series analysis - univariate: AR, ARIMA; multivariate:
VAR and structural VAR
* nonparametric: (Univariate) kernel density estimators
* datasets: Datasets to be distributed and used for examples and in testing.
* stats: a wide range of statistical tests, diagnostics and specification tests
* iolib: Tools for reading Stata .dta files into numpy arrays, printing table
output to ascii, latex, and html
* miscellaneous models
* sandbox: statsmodels contains a sandbox folder with code in various stages of
* developement and testing which is not considered "production ready", including
Mixed models, GARCH and GMM estimators, kernel regression, panel data models.
WWW: https://www.github.com/statsmodels/statsmodels
PR: ports/183932
Submitted by: Johannes Jost Meixner <xmj chaot.net>
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