Empirical model discovery and theory evaluation automatic selection methods in econometrics david f hendry and jurgen a doornik the mit press cambridge massachusetts london england contents about the arne ryde foundation xiii preface xv acknowledgments xxi glossary xxv data and software xxvii i principles of model selection 1 introduction 3 11 overview 4 12 why automatic methods 6 1 . Empirical model discovery and theory evaluation automatic selection methods in econometrics arne ryde memorial lectures david f hendry jurgen a doornik isbn 9780262028356 kostenloser versand fur alle bucher mit versand und verkauf duch amazon. Automatic model selection which draws on recent advances in computation and search algorithms can create and then empirically investigate a vastly wider range of possibilities than even the greatest expert in this book leading econometricians david hendry and jurgen doornik report on their several decades of innovative research on automatic model selection after introducing the principles of empirical model discovery and the role of model selection hendry and doornik outline the . Empirical model discovery and theory evaluation automatic selection methods in econometrics arne ryde memorial lectures by david f hendry 2014 07 03 david f hendryjurgen a doornik isbn kostenloser versand fur alle bucher mit versand und verkauf duch amazon. A synthesis of the authors groundbreaking econometric research on automatic model selection which uses powerful computational algorithms and theory evaluation economic models of empirical phenomena are developed for a variety of reasons the most obvious of which is the numerical characterization of available evidence in a suitably parsimonious form another is to test a theory or evaluate it against the evidence still another is to forecast future outcomes building such models
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