Title
The Em Algorithm And Extensions
Delivery time: 8-12 business days (International)
The only singlesourcenow completely updated and revisedto offer a unified treatment of the theory, methodology, and applications of the EM algorithmComplete 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 inbuilt 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 algorithmNew results on convergence, including convergence of the EM algorithm in constrained parameter spacesExpanded discussion of standard error computation methods, such as methods for categorical data and methods based on numerical differentiationCoverage of the interval EM, which locates all stationary points in a designated region of the parameter spaceExploration of the EM algorithm's relationship with the Gibbs sampler and other Markov chain Monte Carlo methodsPlentiful pedagogical elementschapter introductions, lists of examples, author and subject indices, computerdrawn graphics, and a related Web siteThe EM Algorithm and Extensions, Second Edition serves as an excellent text for graduatelevel 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.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
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