Using the Kth Nearest Neighbor Clustering Procedure to Determine the Number of Subpopulations (Classic Reprint) - Couverture souple

M. Anthony Wong

9781332247530: Using the Kth Nearest Neighbor Clustering Procedure to Determine the Number of Subpopulations (Classic Reprint)

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ISBN 10 : 1332247539 ISBN 13 : 9781332247530

Editeur : Forgotten Books, 2018

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�diteur: Forgotten Books
Date d'�dition: 2018
Langue: anglais
ISBN 10: 1332247539
ISBN 13: 9781332247530
Reliure: Broch�
Nombre de pages: 41
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Using the Kth Nearest Neighbor Clustering Procedure to Determine the Number of

M. Anthony Wong, Christian Schaak

Edit� par Forgotten Books, 2018

ISBN 10 : 1332247539 ISBN 13 : 9781332247530

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Vendeur : Forgotten Books, London, Royaume-Uni

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Paperback. Etat : New. Print on Demand. This book introduces the kth nearest neighbor clustering procedure, a groundbreaking advancement in cluster analysis, the science of organizing data by similarities to discover patterns. The kth nearest neighbor clustering procedure is a powerful tool for detecting subpopulations within data, offering a robust and consistent approach to cluster identification. The author explores the theoretical foundations and practical applications of the kth nearest neighbor clustering procedure, providing a thorough understanding of its advantages and limitations. With a focus on its ability to identify modes within a population's density function, the book demonstrates how this procedure can uncover hidden structures within data. The author also delves into the statistical aspects of cluster analysis, discussing hypothesis testing and significance levels. The kth nearest neighbor clustering procedure is presented as an innovative tool for assessing the number of subpopulations present in a dataset, making it useful for researchers across various disciplines seeking to understand the underlying structure of their data. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. N� de r�f. du vendeur 9781332247530_0

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