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This text emphasizes nonlinear models for a course in time series analysis. After introducing stochastic processes, Markov chains, Poisson processes, and ARMA models, the authors cover functional autoregressive, ARCH, threshold AR, and discrete time series models as well as several complementary...
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This book provides a contemporary treatment of quantitative economics, with a focus on data science. The book introduces the reader to R and RStudio, and uses expert Hadley Wickham’s tidyverse package for different parts of the data analysis workflow. After a gentle introduction to R code, the...
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Verlagstext: Dieses Buch liefert eine anwendungsorientierte Einführung in die Grundlagen der Datenauswertung mit R. Es behandelt deskriptive Auswertungen ebenso wie inferenzstatistische Analysen: neben den häufigsten univariaten Verfahren berücksichtigt es nonparametrische sowie ausgewählte...
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