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mODa 10 Advances in ModelOriented Design and Analysis: Proceedings of the 10th International Workshop in ModelOriented Desig,New
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This book collects the proceedings of the 10th Workshop on ModelOriented Design and Analysis (mODa). A modeloriented view on the design of experiments, which is the unifying theme of all mODa meetings, assumes some knowledge of the form of the datagenerating process and naturally leads to the socalled optimum experimental design. Its theory and practice have since become important in many scientific and technological fields, ranging from optimal designs for dynamic models in pharmacological research, to designs for industrial experimentation, to designs for simulation experiments in environmental risk management, to name but a few. The methodology has become even more important in recent years because of the increased speed of scientific developments, the complexity of the systems currently under investigation and the mounting pressure on businesses, industries and scientific researchers to reduce product and process development times. This increased competition requires ever increasing efficiency in experimentation, thus necessitating new statistical designs. This book presents a rich collection of carefully selected contributions ranging from statistical methodology to emerging applications. It primarily aims to provide an overview of recent advances and challenges in the field, especially in the context of new formulations, methods and stateoftheart algorithms. The topics included in this volume will be of interest to all scientists and engineers and statisticians who conduct experiments.
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