TY - BOOK AU - Skiadas, Christos H. AU - Bozeman, James R. TI - Data analysis and applications 1: clustering and regression, modeling-estimating, forecasting and data mining SN - 9781119597575 U1 - 001.42 PY - 2019/// CY - New Jersey: PB - Wiley Data and Cybersecurity KW - Measurement of Clustering Characteristics KW - Clustering of Sensor Network Data KW - Linear Approximation of TAR Models N1 - This series of books collects a diverse array of work that provides the reader with theoretical and applied information on data analysis methods, models, and techniques, along with appropriate applications. Volume 1 begins with an introductory chapter by Gilbert Saporta, a leading expert in the field, who summarizes the developments in data analysis over the last 50 years. The book is then divided into three parts: Part 1 presents clustering and regression cases; Part 2 examines grouping and decomposition, GARCH and threshold models, structural equations, and SME modeling; and Part 3 presents symbolic data analysis, time series and multiple choice models, modeling in demography, and data mining UR - https://ieeexplore.ieee.org/servlet/opac?bknumber=9820840 ER -