How Long to Read The EM Algorithm and Extensions

How Long Does it Take to Read The EM Algorithm and Extensions?

It takes the average reader 6 hours and 30 minutes to read The EM Algorithm and Extensions by Geoffrey McLachlan

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

Description

The only single-source——now completely updated and revised——to offer a unified treatment of the theory, methodology, and applications of the EM algorithm Complete with updates that capture developments from the past decade, The EM Algorithm and Extensions, Second Edition successfully provides a basic understanding of the EM algorithm by describing its inception, implementation, and applicability in numerous statistical contexts. In conjunction with the fundamentals of the topic, the authors discuss convergence issues and computation of standard errors, and, in addition, unveil many parallels and connections between the EM algorithm and Markov chain Monte Carlo algorithms. Thorough discussions on the complexities and drawbacks that arise from the basic EM algorithm, such as slow convergence and lack of an in-built procedure to compute the covariance matrix of parameter estimates, are also presented. While the general philosophy of the First Edition has been maintained, this timely new edition has been updated, revised, and expanded to include: New chapters on Monte Carlo versions of the EM algorithm and generalizations of the EM algorithm New results on convergence, including convergence of the EM algorithm in constrained parameter spaces Expanded discussion of standard error computation methods, such as methods for categorical data and methods based on numerical differentiation Coverage of the interval EM, which locates all stationary points in a designated region of the parameter space Exploration of the EM algorithm's relationship with the Gibbs sampler and other Markov chain Monte Carlo methods Plentiful pedagogical elements—chapter introductions, lists of examples, author and subject indices, computer-drawn graphics, and a related Web site The EM Algorithm and Extensions, Second Edition serves as an excellent text for graduate-level statistics students and is also a comprehensive resource for theoreticians, practitioners, and researchers in the social and physical sciences who would like to extend their knowledge of the EM algorithm.

How long is The EM Algorithm and Extensions?

The EM Algorithm and Extensions by Geoffrey McLachlan is 384 pages long, and a total of 97,536 words.

This makes it 130% the length of the average book. It also has 119% more words than the average book.

How Long Does it Take to Read The EM Algorithm and Extensions Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 52 minutes to read The EM Algorithm and Extensions aloud.

What Reading Level is The EM Algorithm and Extensions?

The EM Algorithm and Extensions 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 The EM Algorithm and Extensions?

The EM Algorithm and Extensions by Geoffrey McLachlan is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy The EM Algorithm and Extensions by Geoffrey McLachlan on Amazon click the button below.