Our method can be used to train implicit probabilistic models (a common example being the generator in GANs). Unlike GANs, however, our method does not suffer from mode collapse/dropping and is stable ...

Construct sound estimators using the techniques of maximum likelihood and method of moments estimation. Construct and interpret confidence intervals for one and two population means, one and two ...

If is the log likelihood evaluated at the maximum likelihood estimate , then has a limiting chi-square distribution with one degree of freedom if is the true parameter value. A confidence interval for ...

Internet-based, therapist-guided and traditional face-to-face cognitive behavioral therapy are equally effective in treating depression.