Lag length selection in panel autoregression
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Han, Chirok | - |
dc.contributor.author | Phillips, Peter C. B. | - |
dc.contributor.author | Sul, Donggyu | - |
dc.date.accessioned | 2021-09-03T15:08:26Z | - |
dc.date.available | 2021-09-03T15:08:26Z | - |
dc.date.created | 2021-06-16 | - |
dc.date.issued | 2017 | - |
dc.identifier.issn | 0747-4938 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/86359 | - |
dc.description.abstract | 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 inconsistency is explained, and the probability of overestimation is found to be 50% asymptotically. Three alternative consistent lag selection methods are considered. Two of these modify BIC, and the third involves sequential testing. Simulations evaluate the performance of these alternative lag selection methods in finite samples. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | TAYLOR & FRANCIS INC | - |
dc.subject | COINTEGRATING RANK SELECTION | - |
dc.subject | MODEL SELECTION | - |
dc.subject | DISTRIBUTED LAG | - |
dc.subject | TIME-SERIES | - |
dc.subject | INFERENCE | - |
dc.subject | DIMENSION | - |
dc.subject | VARIANCE | - |
dc.title | Lag length selection in panel autoregression | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Han, Chirok | - |
dc.identifier.doi | 10.1080/07474938.2015.1114313 | - |
dc.identifier.scopusid | 2-s2.0-84961217875 | - |
dc.identifier.wosid | 000385938400012 | - |
dc.identifier.bibliographicCitation | ECONOMETRIC REVIEWS, v.36, no.1-3, pp.225 - 240 | - |
dc.relation.isPartOf | ECONOMETRIC REVIEWS | - |
dc.citation.title | ECONOMETRIC REVIEWS | - |
dc.citation.volume | 36 | - |
dc.citation.number | 1-3 | - |
dc.citation.startPage | 225 | - |
dc.citation.endPage | 240 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | ssci | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Business & Economics | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalResearchArea | Mathematical Methods In Social Sciences | - |
dc.relation.journalWebOfScienceCategory | Economics | - |
dc.relation.journalWebOfScienceCategory | Mathematics, Interdisciplinary Applications | - |
dc.relation.journalWebOfScienceCategory | Social Sciences, Mathematical Methods | - |
dc.relation.journalWebOfScienceCategory | Statistics & Probability | - |
dc.subject.keywordPlus | COINTEGRATING RANK SELECTION | - |
dc.subject.keywordPlus | MODEL SELECTION | - |
dc.subject.keywordPlus | DISTRIBUTED LAG | - |
dc.subject.keywordPlus | TIME-SERIES | - |
dc.subject.keywordPlus | INFERENCE | - |
dc.subject.keywordPlus | DIMENSION | - |
dc.subject.keywordPlus | VARIANCE | - |
dc.subject.keywordAuthor | BIC | - |
dc.subject.keywordAuthor | dynamic panel | - |
dc.subject.keywordAuthor | lag selection | - |
dc.subject.keywordAuthor | sequential testing | - |
dc.subject.keywordAuthor | X-differencing | - |
dc.subject.keywordAuthor | C33 | - |
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