statsmodels.emplike.descriptive.DescStatMV¶
-
class
statsmodels.emplike.descriptive.
DescStatMV
(endog)[source]¶ A class for conducting inference on multivariate means and correlation.
- Parameters
- endog
ndarray
Data to be analyzed
- endog
- Attributes
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 for a multivariate hypothesis test of the mean
test_corr
(corr0[, return_weights])Returns -2 x log-likelihood ratio and p-value for the correlation coefficient between 2 variables