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Library of Congress Cataloging-in-Publication Data:

Names: Zhou, Shiyu, 1970- author. | Chen, Yong (Professor of industrial and systems engineering), author.

Title: Industrial data analytics for diagnosis and prognosis : a random effects modelling approach / Shiyu Zhou, Yong Chen.

Description: Hoboken. NJ : John Wiley & Sons, Inc., 2021. | Includes bibliographical references and index.

Identifiers: LCCN 2021000379 (print) | LCCN 2021000380 (ebook) | ISBN 9781119666288 (hardback) | ISBN 9781119666295 (pdf) | ISBN 9781119666301 (epub) | ISBN 9781119666271 (ebook)

Subjects: LCSH: Industrial engineering--Statistical methods. | Industrial management--Mathematics. | Random data (Statistics) | Estimation theory.

Classification: LCC T57.35 .Z56 2021 (print) | LCC T57.35 (ebook) | DDC 658.0072/7--dc23

LC record available at https://lccn.loc.gov/2021000379

LC ebook record available at https://lccn.loc.gov/2021000380

Cover image: © monsitj/ iStock/Getty Images

Cover design by Wiley

Set in 9.5/12.5pt STIX Two Text by Integra Software Services, Pondicherry, India.

Industrial Data Analytics for Diagnosis and Prognosis

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