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We study the asymptotic properties of the Adaptive LASSO (adaLASSO) in sparse, high-dimensional, linear time-series models. We assume that both the number of covariates in the model and the number of candidate variables can increase with the sample size (polynomially or geometrically). In other...
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This accessible textbook introduces the foundations of applied econometrics and statistics for undergraduate students … for upper undergraduate students taking courses in introductory econometrics and statistics, as well as students in … Østfold University College, Norway. He has over 15 years' experience of teaching statistics, mathematics and econometrics. He …
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