Bruce Ratner

Gebundenes Buch

Statistical and Machine-Learning Data Mining

: Techniques for Better Predictive Modeling and Analysis of Big Data, Third Edition

Beschreibung

The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining.

Autor

Bruce Ratner, The Significant StatisticianTM, is President and Founder of DM STAT-1 Consulting, the ensample for Statistical Modeling, Analysis and Data Mining, and Machine-learning Data Mining in the DM Space. DM STAT-1 specializes in all standard statistical techniques, and methods using machine-learning/statistics algorithms, such as its patented GenIQ Model, to achieve its clients' goals - across industries including Direct and Database Marketing, Banking, Insurance, Finance, Retail, Telecommunications, Healthcare, Pharmaceutical, Publication & Circulation, Mass & Direct Advertising, Catalog Marketing, e-Commerce, Web-mining, B2B, Human Capital Management, Risk Management, and Nonprofit Fundraising. Bruce holds a doctorate in mathematics and statistics, with a concentration in multivariate statistics and response model simulation. His research interests include developing hybrid-modeling techniques, which combine traditional statistics and machine learning methods. He holds a patent for a unique application in solving the two-group classification problem with genetic programming.

Produktdetails

• Verlag: Chapman and Hall/CRC
• 3. Auflage
• Seitenzahl: 690
• Erscheinungstermin: 1. Juni 2017
• Englisch
• Abmessung: 260mm x 183mm x 41mm
• Gewicht: 1471g
• ISBN-13: 9781498797603
• ISBN-10: 1498797601
• Artikelnr.: 48454341