Joint Probability vs. Conditional Probability Joint probability should not be confused with conditional probability, which is the probability that one event will happen given that another action ...

Examples of Conditional Probability Example 1: Marbles in a Bag An example of conditional probability using marbles is illustrated below. The steps are as follows: Step 1: Understand the scenario ...

Nonparametric estimation of probability density functions, both marginal and joint densities, is a very useful tool in statistics. The kernel method is popular and applicable to dependent data, ...