Which of the following is NOT an example of an exponential family of distributions?
In the exponential family form
Given
What is the Kullback-Leibler divergence
What is the relationship between the maximum likelihood estimator and the Kullback-Leibler divergence?
Under certain conditions, the maximum likelihood estimator is guaranteed to converge to the true parameter as the number of samples grows. This property is known as:
For exponential families, the maximum likelihood estimator (if it exists) solves which of the following equations?
What is the sufficient statistic for a multivariate Gaussian distribution in the context of exponential families?
In a generalized linear model, the maximum likelihood estimator
In logistic regression, which distribution is used for the outcome variable?
In logistic regression, the log-likelihood is: