py36-statsmodels - Complement to SciPy for statistical computations

Property Value
Distribution FreeBSD 11
Repository FreeBSD Ports Latest amd64
Package filename py36-statsmodels-0.10.1_1.txz
Package name py36-statsmodels
Package version 0.10.1
Package release 1
Package architecture amd64
Package type txz
Category math python
Download size 7.23 MB
Installed size 42.15 MB
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.
- DOCS: on


Package Version Architecture Repository
py36-statsmodels-0.10.1_1.txz 0.10.1 i386 FreeBSD Ports Latest
py36-statsmodels-0.10.0.txz 0.10.0 amd64 FreeBSD Ports Quarterly
py36-statsmodels-0.10.0.txz 0.10.0 i386 FreeBSD Ports Quarterly
py36-statsmodels - - -


Name Value -
py36-numpy = 1.16.4_1,1
py36-pandas = 0.24.2_1
py36-patsy = 0.5.1_2
py36-scipy = 1.2.2_1
py36-setuptools = 41.0.1
python36 = 3.6.9


Type URL
Binary Package py36-statsmodels-0.10.1_1.txz
Source Package math/py-statsmodels

Install Howto

Install py36-statsmodels txz package:

# pkg install py36-statsmodels

See Also

Package Description
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py36-stix2-1.1.3.txz Python library to produce and consume STIX 2 JSON content
py36-stix2-patterns-1.1.0.txz Python library to validate STIX 2 Patterns Python STOMP client, supporting >=1.0 and <=1.2 of the protocol
py36-stopit-1.1.2.txz Timeout control decorator and context managers in Python
py36-strategies-0.2.3.txz Programmatic control flow
py36-streamparse-3.16.0.txz Python analysis of Apache Storm streams
py36-strict-rfc3339-0.7.txz Strict, simple, lightweight RFC3339 functions
py36-stripe-2.29.4.txz Stripe Python bindings
py36-structlog-18.2.0.txz Structured Logging for Python
py36-stsci.distutils-0.3.7.txz Packaging utilities used by some of STScI's packages