Thomas J. Santner Knihy

This book describes methods for designing and analyzing experiments conducted using computer code in lieu of a physical experiment. It discusses how to select the values of the factors at which to run the code (the design of the computer experiment). It also provides techniques for analyzing the resulting data so as to achieve these research goals.

The Statistical Analysis of Discrete Data introduces current statistical methods for analyzing discrete response data, suitable for graduate students and researchers. It covers prerequisites like linear algebra and basic statistics, includes practical problems, and features diverse examples from various fields, while also addressing recent research advances.