Titlebook: Evolutionary Statistical Procedures; An Evolutionary Comp Roberto Baragona,Francesco Battaglia,Irene Poli Book 2011 Springer-Verlag Berlin

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Evolving Regression Models,n their implementation and application in a wide number of fields are still the object of active research. Preliminary to the regression model estimation there is an identification step which has to be performed for selecting the variables of interest, detecting the relationships of interest among t

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Time Series Linear and Nonlinear Models,odel building has been extensively studied and well established both theory and practice allow the user to proceed along reliable guidelines. Ergodicity, stationarity and Gaussianity properties are generally assumed to ensure that the structure of a stochastic process may be estimated safely enough

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Design of Experiments,ient plan of experimentation is essential to achieve good results and avoid unnecessary waste of resources. An accurate statistical design of the experiments is important also to tackle the uncertainty in the experimental results derived from systematic and random errors that frequently obscure the

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Roberto Baragona,Francesco Battaglia,Irene PoliA reference for statistical researchers at an advanced graduate level or beyond.Deals with topics like time series data analysis, cluster analysis, design of experiments, outliers etc. that have pract