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The Properties of Automatic Gets Modelling.

Abstract:
We describe some recent developments in PcGets, and consider their impact on its performance across different (unknown) states of nature. We discuss the consistency of its selection procedures, and examine the extent to which model selection is non-distortionary at relevant sample sizes. The problems posed in judging performance on collinear data are noted. We also describe how PcGets has been extended to assist non-experts in model formulation, handle more variables than observations and tackle non-linear models.

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Publisher:
Royal Economic Society
Publication date:
2003-01-01
Event title:
Royal Economic Society Annual Conference 2003 (7-9 April 2003 : University of Warwick )
Event location:
University of Warwick


Language:
English
UUID:
uuid:a396357c-da6e-4a78-917e-3ed22813a56e
Local pid:
oai:economics.ouls.ox.ac.uk:14176
Deposit date:
2011-08-15

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