Synopsis
Applied Data Mining for Forecasting Using SAS, by Tim Rey, Arthur Kordon, and Chip Wells, introduces and describes approaches for mining large time series data sets. Written for forecasting practitioners, engineers, statisticians, and economists, the book details how to select useful candidate input variables for time series regression models in environments when the number of candidates is large, and identifies the correlation structure between selected candidate inputs and the forecast variable.
This book is essential for forecasting practitioners who need to understand the practical issues involved in applied forecasting in a business setting. Through numerous real-world examples, the authors demonstrate how to effectively use SAS software to meet their industrial forecasting needs.
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About the Authors
Tim Rey is Director of Advanced Analytics at The Dow Chemical Company, where he sets strategy and manages resources to deliver advanced analytics to Dow for strategic gain. A SAS user since 1979 and a JMP user since 1986, he specializes in JMP, SAS Enterprise Guide, SAS/STAT, SAS/ETS, SAS Enterprise Miner, and SAS Forecast Server software. He received his MS in Forestry Biometrics (Statistics) from Michigan State University. A co-chair of M2008 and F2010, he presented keynote addresses at PBLS 2007, M2007, and A2007 Europe. In addition, he is co-author of several papers, has appeared on multiple panels, and has given numerous talks at SAS conferences and other events as well as universities.
Arthur Kordon is Advanced Analytics Leader at The Dow Chemical Company, where he delivers solutions based on advanced analytics to Dow businesses, improves existing methods, consults, and teaches different levels of advanced analytics classes. Well versed in JMP, SAS Enterprise Guide, SAS Forecast Server, and SAS Enterprise Miner software, he is the author of Applying Computational Intelligence: How to Create Value (2009), as well as ten book chapters and more than seventy journal and conference papers. Kordon received an MSc in Electrical Engineering from the Technical University of Varna, in Varna, Bulgaria, and a PhD in the same field, specializing in adaptive control systems, from the Technical University of Sofia, in Sofia, Bulgaria. He is a frequent presenter at computational intelligence conferences around the world..
Chip Wells has over 15 years of experience in implementing theoretical and applied econometrics using the SAS programming language and SAS Solutions. He was a Statistical Services Specialist in the SAS Education Division where he instructed and consulted with analysts from the Federal government and the financial, health care, oil, gas, and transportation industries. He is currently a Principal Analytic Consultant in the SAS Advanced Analytics Lab where he develops solutions that focus on time series analysis of financial variables and on building forecast models using sentiment data. Chip holds a PhD in Economics and an MA in Economics with a Statistics minor from North Carolina State University.
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Condition: Muy bueno. : Este libro, escrito por Tim Rey, Arthur Kordon y Chip Wells, es una guía esencial para profesionales de la previsión, ingenieros, estadísticos y economistas. La obra detalla enfoques prácticos para la minería de grandes conjuntos de datos de series temporales, explicando cómo seleccionar variables de entrada candidatas útiles para modelos de regresión en entornos con una gran cantidad de datos, además de identificar la estructura de correlación entre dichas variables y la variable de pronóstico.Publicado por SAS Institute, este texto es una herramienta fundamental para quienes buscan comprender los desafíos y las soluciones en la previsión aplicada dentro de un entorno empresarial. Con un enfoque técnico y riguroso, proporciona las bases necesarias para optimizar los procesos de análisis de datos y mejorar la precisión en la toma de decisiones basada en modelos estadísticos. EAN: 9781607646624 Tipo: Libros Categoría: Tecnología|Ciencias Título: Applied Data Mining for Forecasting Using SAS Autor: Tim Rey| Arthur Kordon| Chip Wells Editorial: SAS Institute Idioma: en Páginas: 336 Formato: tapa blanda. Seller Inventory # Happ-2026-06-30-d1b69c62
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