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Linganisha mbinu

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Jaribio la Diebold-Mariano la Usahihi Sawa wa Utabiri×Seti ya Uaminifu ya Modeli (MCS)×
NyanjaEkonometrikiEkonometriki
FamiliaHypothesis testHypothesis test
Mwaka wa asili19952011
MwanzilishiFrancis Diebold & Roberto MarianoHansen, Lunde & Nason
AinaNon-parametric forecast comparison testSequential hypothesis testing procedure for model comparison
Chanzo asiliaDiebold, 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 ↗
Majina mbadalaDM 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
Zinazohusiana33
MuhtasariThe 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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ScholarGateLinganisha mbinu: Diebold-Mariano Test · Model Confidence Set. Imepatikana 2026-06-19 kutoka https://scholargate.app/sw/compare