In the previous lessons and labs, you learned about some fundamentals of probability theory, along with basic combinatorics such as permutations and combinations. You'll now extend your knowledge of ...

Thomas Bayes and Pierre-Simon Laplace were two pioneers in the world of probability theory. Bayes developed Bayesian Probability, Bayesian Reasoning, and the Bayes’ Theorem, and Laplace is often ...

Conditional Probability Introduction In the previous lessons and labs, you learned about some fundamentals of probability theory, along with basic combinatorics such as permutations and combinations.

Possibility theory and conditional probability offer complementary perspectives for modelling uncertainty, with each framework contributing distinct advantages. Possibility theory, rooted in fuzzy ...

Adopting the set theoretic view of events and the sample space, the turtleback diagram uses elements from Venn diagrams—set intersection, complement and partition—for conditioning, with the additional ...

For example, in the case of MP, the two premises are (a) the conditional statement if p then q with probability P (q | p) and (b) the minor premise p with probability P (p) and the to be estimated ...

Inspired by works on the Markov process based steganalysis, we propose a new steganalysis technique based on the conditional probability statistics. Specifically we focus on its performance against ...