Statsmodels

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Statsmodels
Description: missing description
Developer: missing developer
Language: Python
License: Missing license
Parent(s): SciPy , SciKit
Database(s):
Feature(s): Statistics

Statsmodels is a Python package for statistics.

Statsmodels was originally developed by Jonathan Taylor and part of SciPy and NIPY. Later as a SciKit and a "add-on" package for SciPy and developed by Skipper Seabold and Josef Perktold.[1]

Statsmodel in its early incarnation is described in Statsmodels: econometric and statistical modeling with Python.

[edit] Example

Based on example in Statsmodels: econometric and statistical modeling with Python with data from James W. Longley's An appraisal of least squares programs for electronic computer from the point of view of the user:

import statsmodels.api as sm
 
data = sm.datasets.longley.load()
longley_model = sm.OLS(data.endog, sm.add_constant(data.exog))
longley_results = longley_model.fit()
print(longley_results.summary())

[edit] Papers

  1. Statsmodels: econometric and statistical modeling with Python
  2. Time series analysis in Python with statsmodels

[edit] References

  1. Statsmodels: econometric and statistical modeling with Python
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