Tracked shipping to Taiwan with premium packaging for just NT$300 

Ship to
Taiwan
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Hidden Markov Processes: Theory and Applications to Biology
Type
Physical Book
Author
Publisher
Language
English
Pages
312
Format
Hardcover
Dimensions
23.6 x 16.0 x 2.5 cm
Weight
0.57 kg.
ISBN13
9780691133157
Categories

Hidden Markov Processes: Theory and Applications to Biology

M. Vidyasagar (Author) · Princeton University Press · Hardcover

Hidden Markov Processes: Theory and Applications to Biology - Vidyasagar, M.

New Book Imported to Taiwan
Delivery: 24 Jul - 06 Aug Shipping: 13 to 17 business days.
NT$ 2,406
NT$ 2,406

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Hidden Markov Processes: Theory and Applications to Biology"

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 drills to familiarize the reader with concepts and more advanced problems that require deep thinking about the theory. Biological applications are taken from post-genomic biology, especially genomics and proteomics.The topics examined include standard material such as the Perron-Frobenius theorem, transient and recurrent states, hitting probabilities and hitting times, maximum likelihood estimation, the Viterbi algorithm, and the Baum-Welch algorithm. The book contains discussions of extremely useful topics not usually seen at the basic level, such as ergodicity of Markov processes, Markov Chain Monte Carlo (MCMC), information theory, and large deviation theory for both i.i.d and Markov processes. The book also presents state-of-the-art realization theory for hidden Markov models. Among biological applications, it offers an in-depth look at the BLAST (Basic Local Alignment Search Technique) algorithm, including a comprehensive explanation of the underlying theory. Other applications such as profile hidden Markov models are also explored.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Hardcover.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews