00000nam a2200000 i 4500 UP-99849408841414905 Buklod 20230802142311.0 m |o d | ta 230802s2019 flu a b 001 0 eng | 9781498773133 (hardback : acid-free paper) 20710715 DLC eng rda eng DMLUC QA 276 R875 2019 Russell, K. G. Kenneth Graham author Design of experiments for generalized linear models Kenneth G. Russell. Boca Raton CRC Press, Taylor & Francis Group [2019] xiii, 225 pages illustrations 24 cm. text rdacontent unmediated rdamedia volume rdacarrier Chapman & Hall/CRC interdisciplinary statistics series "A Chapman & Hall book." Includes bibliographical references (pages 219-221) and index. While there are numerous books on the analysis of Generalized Linear Models (GLMs), there is very little information available on how to design the experiments that will collect the data. This book will describe the theory and methods for designing experiments to collect data that will be analysed by GLMs. It shows that the extensive theory underlying design for linear models does not work for GLMs, and gives practical guidance as to how best to design experiments for GLMs. It includes lots of examples to illustrate the topics, and is supplemented by R code for their implementation -- Experimental design. Linear models (Statistics) FO UPD DSTC QA 276 R875 2019 Book