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This book offers a detailed application guide to XploRe - the interactive statistical computing environment - with case studies of real data analysis situations. It helps the beginner in statistical data analysis to learn in gradual steps how XploRe works in real life applications. Many examples...
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High-dimensional regression problems which reveal dynamic behavior are typicallyanalyzed by time propagation of a few number of factors. The inference on thewhole system is then based on the low-dimensional time series analysis. Such highdimensional problems occur frequently in many different...
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Econometrics often deals with data under, from the statistical point of view, non-standard conditions such as … specific meaning of the word `robust', which stems from the field of robust statistics. This latter notion defines robustness … probability distributions. Even though the methods of robust statistics have been used only in the simplest setting such as …
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concrete examples for interactive teaching of elementary econometrics and statistics. …Modern econometrics requires implementation of highly specialized software. In contrast to mathematical arguments used …
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