Predictive Modeling With SAS Enterprise Miner: Practical Solutions for Business Applications: Practical Solutions for Business Applications, Third Edition - Rilegato

Sarma, Kattamuri S., Ph.D.

Rilegato

ISBN 10: 1635268958 ISBN 13: 9781635268959

Casa editrice: Sas Inst, 2018

Riassunto

Predictive Modeling with SAS® Enterprise Miner™: Practical Solutions for Business Applications, Third Edition Predictive Modeling with SAS® Enterprise Miner™: Practical Solutions for Business Applications, Third Edition Kattamuri S. Sarma , Ph.D.In Stock Publisher: SAS Institute Copyright Date: July 2017 Share this page Share on FacebookShare on TwitterShare on LinkedinShare on Google+ Reviews 69.95 USD per unit Quantity: Format: Description A step-by-step guide to predictive modeling! Kattamuri Sarma's Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications, Third Edition, will show you how to develop and test predictive models quickly using SAS Enterprise Miner. Using realistic data, the book explains complex methods in a simple and practical way to readers from different backgrounds and industries. Incorporating the latest version of Enterprise Miner, this third edition also expands the section on time series.Written for business analysts, data scientists, statisticians, students, predictive modelers, and data miners, this comprehensive text provides examples that will strengthen your understanding of the essential concepts and methods of predictive modeling. Topics covered include logistic regression, regression, decision trees, neural networks, variable clustering, observation clustering, data imputation, binning, data exploration, variable selection, variable transformation, and much more, including analysis of textual data.Develop predictive models quickly, learn how to test numerous models and compare the results, gain an in-depth understanding of predictive models and multivariate methods, and discover how to do in-depth analysis. Do it all with Predictive Modeling with SAS Enterprise Miner!

Su questo libro

Informazioni sull?autore

Kattamuri S. Sarma, PhD, is an economist and statistician with 30 years of experience in American business, including stints with IBM and AT&T. He is the founder and president of Ecostat Research Corp., a consulting firm specializing in predictive modeling and forecasting. Over the years, Dr. Sarma has developed predictive models for the banking, insurance, telecommunication, and technology industries. He has been a SAS user since 1992, and he has extensive experience with multivariate statistical methods, econometrics, decision trees, and data mining with neural networks. The author of numerous professional papers and publications, Dr. Sarma is a SAS Certified Professional and a SAS Alliance Partner. He received his bachelor's degree in mathematics and his master's degree in economic statistics from universities in India. Dr. Sarma received his PhD in economics from the University of Pennsylvania, where he worked under the supervision of Nobel Laureate Lawrence R. Klein.

Dettagli dell'edizione

• Editore: Sas Inst
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1635268958
• ISBN 13: 9781635268959
• Rilegatura: Copertina rigida
• Numero edizione: 3
• Numero di pagine: 574
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile