Machine Learning in Medicine

Machine Learning in Medicine Part Two

Machine Learning in Medicine Part Three

Logistic Regression A Self-Learning Text

Information Theory and Statistical Learning

Statistical Learning from a Regression Perspective

Survival Analysis A Self-Learning Text

Machine Learning A Practical Approach on the Statistical Learning Theory

Statistical Methods for Dynamic Treatment Regimes Reinforcement Learning, Causal Inference, and Personalized Medicine

An Introduction to Statistical Learning with Applications in R

Survival Analysis A Self-Learning Text, Third Edition

Targeted Learning Causal Inference for Observational and Experimental Data

Probability for Statistics and Machine Learning Fundamentals and Advanced Topics

The Elements of Statistical Learning Data Mining, Inference, and Prediction

Principles and Theory for Data Mining and Machine Learning

Modern Multivariate Statistical Techniques Regression, Classification, and Manifold Learning

Learning from data : an introduction to statistical reasoning

Data Analysis, Machine Learning and Applications Proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7–9, 2007

Statistical concepts a second course

Quantitative methods for business decisions

Principles of applied statistics : An integrated approach using MINITAB and Excel

Statistics