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回帰モデルにおけるパラメータ不安定性の検出:CUSUMテスト×構造的ブレークに対するChow検定×
分野計量経済学計量経済学
系統Hypothesis testRegression model
提唱年19751960
提唱者Brown, Durbin & EvansGregory C. Chow
種類Recursive residual testTest for structural break in regression coefficients
原典Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B, 37(2), 149–192. DOI ↗Chow, G. C. (1960). Tests of equality between sets of coefficients in two linear regressions. Econometrica, 28(3), 591–605. DOI ↗
別名Cumulative Sum Test, CUSUMSQ Test, Brown-Durbin-Evans Test, Kümülatif Toplam TestiChow breakpoint test, structural break test, Chow yapısal kırılma testi
関連32
概要The CUSUM (Cumulative Sum) and CUSUMSQ (Cumulative Sum of Squares) tests, introduced by Brown, Durbin, and Evans (1975), assess whether the coefficients of a linear regression model remain constant over time. They are standard tools in econometrics for detecting structural breaks, policy shifts, or regime changes in time-series data without requiring prior knowledge of when a break occurs.The Chow test, introduced by Gregory Chow in 1960, checks whether the coefficients of a linear regression are the same across two subsamples — that is, whether a structural break occurs at a known point such as a policy change, crisis, or regime shift. It compares the fit of a single pooled regression with the combined fit of two separate regressions; a large improvement from splitting indicates the relationship differs between the two periods or groups.
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ScholarGate手法を比較: CUSUM Test · Chow Test. 2026-06-17に以下より取得 https://scholargate.app/ja/compare