An important tool in probability theory and its applications, the coupling method is primarily used in estimates of total variation distances. The method also w

Practical and easy-to-use reference progresses from simple to advanced topics, covering, among other topics, renewal theory, Markov chains, Poisson approximatio

A common theme in probability theory is the approximation of complicated probability distributions by simpler ones, the central limit theorem being a classical

The emphasis in this book is placed on general models (Markov chains, random fields, random graphs), universal methods (the probabilistic method, the coupling m

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.