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Test Diebolda-Mariana na rovnakú prediktívnu presnosť×Model Confidence Set (MCS)×
OdborEkonometriaEkonometria
RodinaHypothesis testHypothesis test
Rok vzniku19952011
TvorcaFrancis Diebold & Roberto MarianoHansen, Lunde & Nason
TypNon-parametric forecast comparison testSequential hypothesis testing procedure for model comparison
Pôvodný zdrojDiebold, F. X., & Mariano, R. S. (1995). Comparing predictive accuracy. Journal of Business & Economic Statistics, 13(3), 253–263. DOI ↗Hansen, P. R., Lunde, A., & Nason, J. M. (2011). The model confidence set. Econometrica, 79(2), 453–497. DOI ↗
Ďalšie názvyDM Test, Test of Equal Forecast Accuracy, Diebold-Mariano Forecast Comparison Test, Tahmin Doğruluğu Eşitliği TestiMCS Procedure, Superior Set of Models, Model Selection Confidence Set, Model Güven Kümesi
Príbuzné33
ZhrnutieThe Diebold-Mariano (DM) test, introduced by Diebold and Mariano in 1995, is a widely used non-parametric procedure for formally comparing the predictive accuracy of two competing forecasting models. It evaluates whether the difference in forecast errors between two models is statistically significant, without requiring nested models or specific distributional assumptions about the forecasts, making it broadly applicable across economics, finance, and time-series analysis.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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ScholarGatePorovnať metódy: Diebold-Mariano Test · Model Confidence Set. Získané 2026-06-19 z https://scholargate.app/sk/compare