Using the Kth Nearest Neighbor Clustering Procedure to Determine the Number of Subpopulations - Hardcover

Wong, M Anthony; Schaak, Christian

Hardcover

ISBN 10: 1024220206 ISBN 13: 9781024220209

Verlag: Hutson Street Press, 2025

Inhaltsangabe

This work explores the application of the Kth Nearest Neighbor clustering procedure as a method for determining the number of subpopulations within a dataset. Authored by M. Anthony Wong and Christian Schaak, this study delves into the statistical and computational aspects of using nearest neighbor techniques to identify and delineate distinct groups within complex data. The research provides insights into the practical use of this clustering approach, offering a valuable tool for researchers and practitioners in fields requiring robust data segmentation and analysis. The methods and findings presented can aid in a more accurate understanding of population structures and facilitate informed decision-making based on data-driven insights.

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Details zur Ausgabe

• Verlag: Hutson Street Press
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 1024220206
• ISBN 13: 9781024220209
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 42
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar