About DM STAT-1 Consulting
- DM STAT-1 Consulting's Bruce Ratner, Ph.D. has made the company the ensample for Statistical Modeling & Analysis and Data Mining in the DM Industry/Space. DM STAT-1 specializes in standard statistical techniques, and methods using hybrid statistics-machine learning algorithms, such as its GenIQ Model©, to achieve its Clients' Goals - across all industry sectors. Bruce’s par excellence consulting expertise is apparent in his best-selling book "Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data."
The GenIQ Model Modeling/Analysis and Data Mining software is a machine learning alternative model to the statistical ordinary least squares and logistic regression models. GenIQ lets the data define the model – data mines for new variables, performs variable selection, and specifies the model equation – that maximizes cum lift, a measure of model predictiveness of identifying upper performing individuals often displayed in a decile table.