Foundations of predictive analytics - Wu, James 1965-; Coggeshall, Stephen (Boca Raton, Fla. CRC Press, 2012)
1. Introduction -- 2. Properties of statistical distributions -- 3. Important matrix relationships -- 4. Linear modeling and regression -- 5. Nonlinear modeling -- 6. Time series analysis -- 7. Data preparation and variable selection -- 8. Model goodness measures -- 9. Optimization methods -- 10. Miscellaneous topics.
Keywords: Data mining; Predictive control -- Mathematical models; Automatic control; Electronic books