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Kumpulan Kepercayaan Model (MCS)×Uji Giacomini-White tentang Kemampuan Prediktif Bersyarat×
BidangEkonometrikaEkonometrika
KeluargaHypothesis testHypothesis test
Tahun asal20112006
PencetusHansen, Lunde & NasonRaffaella Giacomini & Halbert White
TipeSequential hypothesis testing procedure for model comparisonNon-nested forecast comparison test
Sumber perintisHansen, P. R., Lunde, A., & Nason, J. M. (2011). The model confidence set. Econometrica, 79(2), 453–497. DOI ↗Giacomini, R., & White, H. (2006). Tests of conditional predictive ability. Econometrica, 74(6), 1545–1578. DOI ↗
AliasMCS Procedure, Superior Set of Models, Model Selection Confidence Set, Model Güven KümesiGW Test, Conditional Predictive Ability Test, Giacomini-White CPA Test, Koşullu Tahmin Yeteneği Testi
Terkait33
RingkasanThe Model Confidence Set (MCS) is a sequential hypothesis-testing procedure introduced by Hansen, Lunde, and Nason (2011) that identifies the smallest collection of forecasting or predictive models statistically indistinguishable from the best-performing model at a given confidence level. Instead of selecting a single winner, MCS returns a set of superior models, making it especially valuable in econometric forecast comparisons where the true best model is unknown.The Giacomini-White (GW) test, introduced by Raffaella Giacomini and Halbert White in 2006, evaluates whether two competing forecasting methods have equal conditional predictive ability given information available at the time of forecast. Unlike unconditional tests such as the Diebold-Mariano test, it asks whether one method systematically outperforms the other in specific economic or market conditions, making it especially useful for practitioners who need state-dependent forecast comparisons.
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ScholarGateBandingkan metode: Model Confidence Set · Giacomini-White Test. Diakses 2026-06-18 dari https://scholargate.app/id/compare