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اختبار تودا-ياماموتو السببي للبيانات اللوحية×اختبار تودا-ياماموتو للسببية×
المجالالاقتصاد القياسيالاقتصاد القياسي
العائلةRegression modelRegression model
سنة النشأة1995 (panel extension from 2006)1995
صاحب الطريقةToda & Yamamoto (1995); extended to panel settings by Konya (2006) and othersToda, H. Y. and Yamamoto, T.
النوعCausality test (non-causality hypothesis)Causality test
المصدر التأسيسيToda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics, 66(1-2), 225-250. DOI ↗Toda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics, 66(1-2), 225-250. DOI ↗
الأسماء البديلةPanel TY causality test, Toda-Yamamoto panel causality, panel modified Wald causality test, panel MWALD causalityToda-Yamamoto test, TY causality test, modified Wald test for Granger causality, TY-MWALD
ذات صلة55
الملخصThe Panel Toda-Yamamoto (PTY) causality test extends the Toda-Yamamoto modified Wald approach to panel data, allowing researchers to test Granger non-causality across multiple cross-sectional units without requiring pre-testing for cointegration or imposing a common causality direction on all units.The Toda-Yamamoto (TY) causality test is a modified Wald procedure for testing Granger causality in vector autoregressions (VARs) estimated in levels, even when variables are nonstationary or cointegrated. By intentionally over-fitting the VAR with extra lags equal to the maximum integration order, it restores the standard chi-squared asymptotic distribution of the Wald statistic without requiring prior unit-root or cointegration pretesting.
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  1. v1
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  3. PUBLISHED

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ScholarGateقارن الطرق: Panel Toda-Yamamoto Causality · Toda-Yamamoto causality test. استُرجع بتاريخ 2026-06-20 من https://scholargate.app/ar/compare