How Long to Read Advanced Markov Chain Monte Carlo Methods

By Faming Liang

How Long Does it Take to Read Advanced Markov Chain Monte Carlo Methods?

It takes the average reader 6 hours and 19 minutes to read Advanced Markov Chain Monte Carlo Methods by Faming Liang

Assuming a reading speed of 250 words per minute. Learn more

Description

Markov Chain Monte Carlo (MCMC) methods are now an indispensable tool in scientific computing. This book discusses recent developments of MCMC methods with an emphasis on those making use of past sample information during simulations. The application examples are drawn from diverse fields such as bioinformatics, machine learning, social science, combinatorial optimization, and computational physics. Key Features: Expanded coverage of the stochastic approximation Monte Carlo and dynamic weighting algorithms that are essentially immune to local trap problems. A detailed discussion of the Monte Carlo Metropolis-Hastings algorithm that can be used for sampling from distributions with intractable normalizing constants. Up-to-date accounts of recent developments of the Gibbs sampler. Comprehensive overviews of the population-based MCMC algorithms and the MCMC algorithms with adaptive proposals. This book can be used as a textbook or a reference book for a one-semester graduate course in statistics, computational biology, engineering, and computer sciences. Applied or theoretical researchers will also find this book beneficial.

How long is Advanced Markov Chain Monte Carlo Methods?

Advanced Markov Chain Monte Carlo Methods by Faming Liang is 374 pages long, and a total of 94,996 words.

This makes it 126% the length of the average book. It also has 116% more words than the average book.

How Long Does it Take to Read Advanced Markov Chain Monte Carlo Methods Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 39 minutes to read Advanced Markov Chain Monte Carlo Methods aloud.

What Reading Level is Advanced Markov Chain Monte Carlo Methods?

Advanced Markov Chain Monte Carlo Methods is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Advanced Markov Chain Monte Carlo Methods?

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