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Linganisha mbinu

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Kipimo cha Giacomini-White cha Uwezo wa Utendaji wa Utabiri kwa Masharti×Seti ya Uaminifu ya Modeli (MCS)×
NyanjaEkonometrikiEkonometriki
FamiliaHypothesis testHypothesis test
Mwaka wa asili20062011
MwanzilishiRaffaella Giacomini & Halbert WhiteHansen, Lunde & Nason
AinaNon-nested forecast comparison testSequential hypothesis testing procedure for model comparison
Chanzo asiliaGiacomini, R., & White, H. (2006). Tests of conditional predictive ability. Econometrica, 74(6), 1545–1578. DOI ↗Hansen, P. R., Lunde, A., & Nason, J. M. (2011). The model confidence set. Econometrica, 79(2), 453–497. DOI ↗
Majina mbadalaGW Test, Conditional Predictive Ability Test, Giacomini-White CPA Test, Koşullu Tahmin Yeteneği TestiMCS Procedure, Superior Set of Models, Model Selection Confidence Set, Model Güven Kümesi
Zinazohusiana33
MuhtasariThe 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.The 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.
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ScholarGateLinganisha mbinu: Giacomini-White Test · Model Confidence Set. Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/compare