Statsmodels is a Python module that allows users to explore data, estimate statistical models, and perform statistical tests.
In OLS form StatsModels, results.summary shows the summary of regression results (such as AIC, BIC, R-squared, ...). Is there any …
python statsmodels sklearn-pandasI'm running the code below with statsmodel 0.8.0 which i believe is the latest. import statsmodels.api as sm est = sm.…
python scipy statsmodelsIt seems all three functions can do simple linear regression, e.g. scipy.stats.linregress(x, y) numpy.polynomial.polynomial.…
python python-3.x numpy scipy statsmodelsI got good use out of pandas' MovingOLS class (source here) within the deprecated stats/ols module. Unfortunately, it was …
python pandas numpy linear-regression statsmodelsI have a continuous dependent variable y and a independent categorical variable x named control_grid. x contains two variables: …
python statistics statsmodels anovaLet's assume I have some data I obtained empirically: from scipy import stats size = 10000 x = 10 * stats.expon.rvs(size=size) + 0.2 * …
python scipy statsmodels goodness-of-fitI'm following this first example in statsmodels tutorial: http://statsmodels.sourceforge.net/devel/ How do I specify not to use …
python numpy regression statsmodels patsyI am trying to fit a Poisson distribution to my data using statsmodels but I am confused by the results …
python statsmodelsI am using scipy.stats.expon.fit(data) to fit an exponential distribution to my data. This appears to return …
python scipy statsmodelsI get a strange error when running the Tukey test. I hope somebody is able to help me with this …
python-3.x dataframe statsmodels tukey