Faithin Omaha eBook Collection

The Model-Free Prediction Principle expounded upon in this monograph is based on the simple notion of transforming a complex dataset to one that is easier to wo

The second edition of this volume provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medic

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics r

A practical approach to using regression and computation to solve real-world problems of estimation, prediction, and causal inference.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp