Hypothesis Testing demystified

How to translate Math into plain English Hypothesis testing is probably the most rewarding stage of a statistical study. It is the point where you get to the conclusions, where you (can) find answers to the questions you were searching answers for. These should be in the form of simple Read more…

Maximum Likelihood Classification

Implementing a Maximum Likelihood Classifier and using it to predict heart disease What is this thing about? The main idea of Maximum Likelihood Classification is to predict the class label y that maximizes the likelihood of our observed data x. We will consider x as being a random vector and y as being a parameter (not random) Read more…