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Model Confidence Set (MCS)×Giacomini-Whiteův test podmíněné prediktivní schopnosti×
OborEkonometrieEkonometrie
RodinaHypothesis testHypothesis test
Rok vzniku20112006
TvůrceHansen, Lunde & NasonRaffaella Giacomini & Halbert White
TypSequential hypothesis testing procedure for model comparisonNon-nested forecast comparison test
Původní zdrojHansen, 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 ↗
Další názvyMCS 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
Příbuzné33
ShrnutíThe 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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ScholarGatePorovnat metody: Model Confidence Set · Giacomini-White Test. Získáno 2026-06-18 z https://scholargate.app/cs/compare