Hidden Markov Processes: Theory and Applications to Biology

by M. Vidyasagar and Mathukumalli Vidyasagar

This book explores important aspects of Markov and hidden Markov processes and the applications of these ideas to various problems in computational biology. The book starts from first principles, so that no previous knowledge of probability is necessary. However, the work is rigorous and mathematical, making it useful to engineers and mathematicians, even those not interested in biological applications. A range of exercises is provided, including...

• Format: Hardcover
• Language: English
• ISBN: 0691133158
• ISBN13: 9780691133157
• Release Date: August 2014
• Publisher: Princeton University Press
• Length: 312 Pages
• Weight: 1.25 lbs.
• Dimensions: 1.0" x 6.3" x 9.3"