Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics

摘要

This book is addressed to researchers, university teachers and graduate students in the area of probability, statistics and their applications. Everyone will find plenty of new and interesting topics, from classical to modern. The topics are well chosen, representing contemporary tendencies in statistical science, including machine learning.