HPB Wichita
8145 E. Kellogg DriveStore Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 11 AM -7 PM
HPB Wichita 8145 E. Kellogg Drive Wichita, KS 67207
Store Hours:
Monday 10 AM -8 PM
Tuesday 10 AM -8 PM
Wednesday 10 AM -8 PM
Thursday 10 AM -8 PM
Friday 10 AM -8 PM
Saturday 10 AM -8 PM
Sunday 11 AM -7 PM
Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process.
This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner's reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book's R package.