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Research Design. --- Public health --- Medical care --- Human services --- Experimental design. --- Santé publique --- Soins médicaux --- Services sociaux --- Plan d'expérience --- Research --- Methodology. --- Research --- Methodology. --- Research --- Methodology --- Handbooks, manuals, etc. --- Recherche --- Méthodologie --- Recherche --- Méthodologie --- Recherche --- Guides, manuels, etc.
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This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following: How can I do screening inexpensively if I have dozens of factors to investigate? What can I do if I have day-to-day variability and I can only perform 3 runs a day? How can I do RSM cost effectively if I have categorical factors? How can I design and analyze experiments when there is a factor that can only be changed a few times over the study? How can I include both ingredients in a mixture and processing factors in the same study? How can I design an experiment if there are many factor combinations that are impossible to run? How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study? How can I take into account batch information in when designing experiments involving multiple batches? How can I add runs to a botched experiment to resolve ambiguities? While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain.
Industrial engineering --- Experimental design --- SCIENCE / Experiments & Projects --- 001.891 --- 519.2 --- 519.242 --- 519.242 Experimental design. Optimal designs. Block designs --- Experimental design. Optimal designs. Block designs --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- 001.891 Wetenschappelijk onderzoek. Research. Onderzoekmethoden --- Wetenschappelijk onderzoek. Research. Onderzoekmethoden --- Management engineering --- Simplification in industry --- Engineering --- Value analysis (Cost control) --- Design of experiments --- Statistical design --- Mathematical optimization --- Research --- Science --- Statistical decision --- Statistics --- Analysis of means --- Analysis of variance --- Experiments --- Computer-aided design. --- Data processing. --- Methodology --- Mathematical statistics --- Computer-aided design --- Data processing --- Génie industriel --- Plan d'expérience --- Case studies --- Expériences --- Conception assistée par ordinateur --- Informatique --- Cas, Etudes de --- Experiments&delete& --- Industrial engineering - Experiments - Computer-aided design --- Experimental design - Data processing --- Industrial engineering - Case studies --- Science - Experiments --- Experimental design -- Data processing --- Industrial engineering -- Case studies --- Industrial engineering -- Experiments -- Computer-aided design
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