The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani & Jerome Friedman
Targeted Learning in Data Science
Mark J. van der Laan & Sherri Rose
Regression Modeling Strategies
Frank E. Harrell , Jr.
Ten Projects in Applied Statistics
Peter McCullagh
Statistical Foundations, Reasoning and Inference
Göran Kauermann, Helmut Küchenhoff & Christian Heumann
Linear and Generalized Linear Mixed Models and Their Applications
Jiming Jiang & Thuận Nguyễn
An Introduction to Sequential Monte Carlo
Nicolas Chopin & Omiros Papaspiliopoulos
Design of Observational Studies
Paul R. Rosenbaum
Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs
Edgar Brunner, Arne C. Bathke & Frank Konietschke
The Design and Analysis of Computer Experiments
Thomas J. Santner, Brian J. Williams & William I. Notz