What is statsmodels api in Python?

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.

What is the difference between statsmodels and statsmodels api?

The main difference between smf and sm is that the predictors no longer have to be enumerated individually. api a constant is automatically added to the data and an intercept in fitted. In statsmodels.

How do I install statsmodels package in Python?

Installation from Source

pip install git+https://github.com/statsmodels/statsmodels. If you do not have pip installed or want to do the installation more manually, you can also type:
python setup.py install. Or even more manually.
python setup.py build python setup.py install.
python setup.py develop.

What is import Statmodels api SM?

1. import statsmodels as sm makes your sm refer to statsmodels — which is to say, statsmodels/__init__.py . import statsmodels. api as sm makes your sm refer to statsmodels.

What is statsmodels used for?

Statsmodels is a Python package that allows users to explore data, estimate statistical models, and perform statistical tests. An extensive list of descriptive statistics, statistical tests, plotting functions, and result statistics are available for different types of data and each estimator.

What is statsmodels formula API?

statsmodels. formula. api : A convenience interface for specifying models using formula strings and DataFrames. This API directly exposes the from_formula class method of models that support the formula API.

What is Statsmodels formula API?

Is Statsmodels a package?

Statsmodels is a Python package that allows users to explore data, estimate statistical models, and perform statistical tests.

How do you cite statsmodels in Python?

Citation in Harvard style & Perktold, J., 2010. statsmodels: Econometric and statistical modeling with python. In 9th Python in Science Conference.

Is statsmodels a package?

How do I download statsmodels formula API?

How to get it

https://www.github.com/statsmodels/statsmodels. Source download of release tags are available on GitHub.
https://github.com/statsmodels/statsmodels/tags. Binaries and source distributions are available from PyPi.
https://pypi.org/project/statsmodels/ Binaries can be installed in Anaconda.