The EMAlgorithm and Extensions

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The EMAlgorithm and Extensions
GEOFFREYJ.McLACHLAN
THRIYAMBAKAM KRISHNAN

A Wiley-Interscience Publication
JOHN WILEY & SONS, INC.
New York • Chichester • Brisbane • Toronto • Singapore • Weinheim

This text is printed on acid-free paper.
Copyright © 1997 by John Wiley & Sons, Inc.
All rights reserved. Published simultaneously in Canada.
Reproduction or translation of any part of this work beyond
that permitted by Section 107 or 108 of the 1976 United
States Copyright Act without the permission of the copyright
owner is unlawful. Requests for permission or further
information should be addressed to the Permissions Department,
John Wiley & Sons, Inc., 605 Third Avenue, New York, NY
10158-0012
Library ofCongress Cataloging in Publication Data:
McLachlan, Geoffrey J., 1946-
The EM algorithm and extensions / GJ. McLachlan and T. Krishnan.
p. em. - (Wiley series in probability and statistics.
Applied probability and statistics)
Includes bibliographical references and index.
ISBN 0-471-12358-7 (alk. paper)
I. Expectation-maximization algorithms. 2. Estimation theory.
3. Missing observations (Statistics) I. Krishnan, T.
(Thriyambakam), 1938- . II. Title. III. Series.
QA276.8.M394 1996
519.5'44-DC20 96-38417
CIP
Printed in the United States of America
10 9 8 7 6 5 4 3 2 I

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关键词：EMAlgorithm Extensions Algorithm Extension EMA The Extensions EMAlgorithm

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