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pro vyhledávání: '"Raymond H. Myers"'
For junior/senior undergraduates taking probability and statistics as applied to engineering, science, or computer science. This classic text provides a rigorous introduction to basic probability theory and statistical inference, with a unique balanc
Praise for the Third Edition: “This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM.” - Zentralblatt Math Featuring a
Publikováno v:
Journal of Computational and Graphical Statistics. 15:757-778
Complete randomization for many industrial and agricultural experiments is frequently impractical due to constraints in time, cost, or existence of one or more hard-to-change factors. In these situations, restrictions on randomization may lead to spl
Publikováno v:
Journal of Statistical Planning and Inference. 136:2831-2845
Most of the current research on optimal experimental designs for generalized linear models focuses on logistic regression models. In this paper, D-optimal designs for Poisson regression models are discussed. For the one-variable first-order Poisson r
Publikováno v:
Journal of Quality Technology. 37:130-138
Robust parameter design (RPD) as used in Industrial experiments is usually applied assuming a linear model under standard assumptions, but has recently also been considered in a generalized linear model (GLM) setting. The application of a general dua
Publikováno v:
Quality and Reliability Engineering International. 21:197-201
The general question of appropriate criteria for the development of models from a designed experiment is considered. Since models that are found in this setting are generally not mechanistic but rather empirical in nature, the arbitrary requirement o
Publikováno v:
Journal of Quality Technology. 36:180-192
Non-normal responses are common in many industrial experiments. When there are factors whose levels are difficult and/or costly to control, an experiment is typically run within a split-plot context. Industrial split-plotexperiments have received a g
Publikováno v:
Quality and Reliability Engineering International. 20:81-101
Parameter design is an engineering methodology intended as a cost-effective approach for improving the quality of products and processes. The assumption is that there are both controllable factors (control variables) and uncontrollable/difficult to c
Autor:
Douglas C. Montgomery, Connie M. Borror, Scott M. Kowalski, Raymond H. Myers, G. Geoffrey Vining
Publikováno v:
Journal of Quality Technology. 36:53-77
The original work in response surface methodology (RSM) has been widely used in the chemical and process industries. Recent years have seen more widespread use and new developments in RSM. RMS activities since 1989 are reviewed, and areas of current
For junior/senior undergraduates taking probability and statistics as applied to engineering, science, or computer science. This classic text provides a rigorous introduction to basic probability theory and statistical inference, with a unique balan