Top "Statsmodels" questions

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

Holt-Winters time series forecasting with statsmodels

I tried forecasting with holt-winters model as shown below but I keep getting a prediction that is not consistent with …

python time-series statsmodels forecasting holtwinters
ANOVA in python using pandas dataframe with statsmodels or scipy?

I want to use the Pandas dataframe to breakdown the variance in one variable. For example, if I have a …

python pandas scipy statsmodels anova
ImportError: cannot import name 'factorial'

I want to use a logit model and trying to import statsmodels library. My Version: Python 3.6.8 The best suggestion I …

python python-3.x import statsmodels
OLS Regression: Scikit vs. Statsmodels?

Short version: I was using the scikit LinearRegression on some data, but I'm used to p-values so put the data …

python scikit-learn linear-regression statsmodels
Package for time series analysis in python

I am working on time series in python. The libraries which I found useful and promising are pandas; statsmodel (for …

python pandas time-series forecasting statsmodels
Fixed effect in Pandas or Statsmodels

Is there an existing function to estimate fixed effect (one-way or two-way) from Pandas or Statsmodels. There used to be …

python pandas regression statsmodels
Linear regression with dummy/categorical variables

I have a set of data. I have use pandas to convert them in a dummy and categorical variables respectively. …

python pandas linear-regression statsmodels dummy-variable
logit regression and singular Matrix error in Python

am trying to run logit regression for german credit data (www4.stat.ncsu.edu/~boos/var.select/german.credit.html). …

python-2.7 regression statsmodels
How to get the regression intercept using Statsmodels.api

I am trying calculate a regression output using python library but I am unabl;e to get the intercept value …

python pandas statsmodels
Capturing high multi-collinearity in statsmodels

Say I fit a model in statsmodels mod = smf.ols('dependent ~ first_category + second_category + other', data=df).fit() When …

python statistics scipy statsmodels