statsmodels.emplike.descriptive.DescStatMV

class statsmodels.emplike.descriptive.DescStatMV(endog)[source]

A class for conducting inference on multivariate means and correlation.

Parameters
endogndarray

Data to be analyzed

Attributes
endogndarray

Data to be analyzed

nobsfloat

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 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

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