statsmodels.emplike.descriptive.DescStatMV

class statsmodels.emplike.descriptive.DescStatMV(endog)

A class for conducting inference on multivariate means and correlation.

Parameters:

endog : ndarray

Data to be analyzed

Attributes

endog	(ndarray) Data to be analyzed
nobs	(float) Number of observations

Methods

ci_corr([sig, upper_bound, lower_bound])	Returns the confidence intervals for the correlation coefficient
mv_mean_contour(mu1_low, mu1_upp, mu2_low, ...)	Creates a confidence region plot for the mean of bivariate data
mv_test_mean(mu_array[, return_weights])	Returns -2 x log likelihood and the p-value
test_corr(corr0[, return_weights])	Returns -2 x log-likelihood ratio and p-value for the

Methods

ci_corr([sig, upper_bound, lower_bound])	Returns the confidence intervals for the correlation coefficient
mv_mean_contour(mu1_low, mu1_upp, mu2_low, ...)	Creates a confidence region plot for the mean of bivariate data
mv_test_mean(mu_array[, return_weights])	Returns -2 x log likelihood and the p-value
test_corr(corr0[, return_weights])	Returns -2 x log-likelihood ratio and p-value for the