"Hidden Markov Models for Time Series: An Introduction Using R, Second Edition" is a comprehensive textbook on the use of hidden Markov models in time series analysis. Written by a team of experienced authors, this book offers an in-depth exploration of the subject area, with a focus on the practical application of these models. With detailed explanations and examples using R, this second edition publication is a valuable resource for students and professionals in the field of probability and statistics.