Design of Experiments for Generalized Linear Models

ISBN-13: 9781032094052 / Angielski / Miękka / 2021 / 240 str.

Kenneth G. Russell

Opis

This is the first book focusing specifically on the design of experiments for GLMs. Much of the research literature on this topic is at a high mathematical level, and without any information on computation.

Spis treści

1. Generalized Linear Models. 2. Background Material. 3. The Theory Underlying Design. 4. The Binomial Distribution. 5. The Poisson Distribution. 6. Several Other Distributions. 7. Bayesian experimental design

O autorze

K. G. Russell is at the National Institute for Applied Statistical Research Australia, University of Wollongong.