Applied Predictive Modeling

This book is a comprehensive guide to predictive modeling for both beginners and practitioners. It offers intuitive explanations of various regression and classification techniques, with practical examples and emphasis on solving real data problems. The authors bring years of experience in the pharmaceutical and diagnostic industries, providing valuable insights and advice on the predictive modeling process. While a mathematical background is helpful for advanced topics, the text is approachable for non-mathematical readers. Perfect for those looking to extend their expertise in predictive modeling.