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Bruce Ratner's Page

Profile Information

DM STAT-1 Consulting
Consultant, Other
Job Function:
Business Analytics, Predictive Modeling, Data Mining, Marketing Databases, Operations Research, Quant, Statistical Programming, Web Analytics, Statistical Consulting, Medical Statistics, Artificial Intelligence, SAS, Teaching
DM Space
Short Bio:
Bruce Ratner, Ph.D.,The Significant Statistician(TM), is the inventor of the GenIQ Model. The GenIQ Model is a machine learning alternative model to the statistical ordinary least squares and logistic regression models. GenIQ lets the data define the model – automatically data mines for new variables, performs variable selection, and then specifies the model equation – so as to "optimize the decile table," to fill the upper deciles with as much profit/many responses as possible. GenIQ requires no programming (though there is optional control of process), produces models that outdo statistical models, and is for modelers who daringly consider a different model: unsuspected equation, ungainly interpretation, and easy implementation. Put differently, GenIQ seeks to maximize cum lift, a measure of model predictiveness of identifying the upper performing individuals often displayed in a decile table.
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