Lag length selection in panel autoregression

Model selection by BIC is well known to be inconsistent in the presence of incidental parameters. This article shows that, somewhat surprisingly, even without fixed effects in dynamic panels BIC is inconsistent and overestimates the true lag length with considerable probability. The reason for the i...

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Bibliographic Details
Main Authors: HAN, Chirok, Peter C. B. PHILLIPS, SUL, Donggyu
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
Subjects:
BIC
C33
Online Access:https://ink.library.smu.edu.sg/soe_research/1893
https://ink.library.smu.edu.sg/context/soe_research/article/2893/viewcontent/LagLengthSelectionPanelAutoReg_2017_afv.pdf
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Institution: Singapore Management University
Language: English

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