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การทดสอบรากหน่วย Augmented Dickey-Fuller (ADF)×การทดสอบ CIPS×การทดสอบ Pesaran CD: การวินิจฉัยความเป็นอิสระของภาคตัดขวางสำหรับข้อมูลพาเนล×
สาขาวิชาเศรษฐมิติเศรษฐมิติเศรษฐมิติ
ตระกูลRegression modelHypothesis testHypothesis test
ปีกำเนิด197920072021
ผู้ริเริ่มDavid A. Dickey & Wayne A. FullerM. Hashem PesaranM. Hashem Pesaran
ประเภทUnit-root test for stationarityPanel unit-root test with cross-section dependenceNon-parametric diagnostic test
แหล่งต้นตำรับDickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366a), 427–431. DOI ↗Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. DOI ↗Pesaran, M. H. (2021). General diagnostic tests for cross-sectional dependence in panels. Empirical Economics, 60(1), 13–50. DOI ↗
ชื่อเรียกอื่นADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testiPesaran CIPS Test, Cross-Sectionally Augmented IPS, Second-Generation Panel Unit-Root Test, CIPS Birim Kök TestiCD Test, Cross-Sectional Dependence Test, Pesaran General CD Test, Kesitsel Bağımlılık Testi
ที่เกี่ยวข้อง433
สรุปThe Augmented Dickey-Fuller (ADF) test is the most widely used test for a unit root — that is, for whether a time series is non-stationary and must be differenced before modelling. Introduced by David Dickey and Wayne Fuller in 1979 and extended by Said and Dickey in 1984 to series with higher-order autocorrelation, it regresses the change in the series on its lagged level plus lagged differences and asks whether the lagged-level coefficient is zero.The CIPS test, introduced by Pesaran (2007), is a second-generation panel unit-root test designed for panels in which the cross-sectional units share unobserved common factors that induce cross-section dependence. By augmenting each individual ADF regression with cross-sectional averages and their lags, the CIPS test accounts for this dependence and produces reliable inference where first-generation tests such as the original IPS test break down. It is widely applied in macroeconomic and finance panels where shocks propagate across countries or regions.The Pesaran CD test is a general diagnostic procedure for detecting cross-sectional dependence in panel data models. Developed by M. Hashem Pesaran (2021), it is applicable to both balanced and unbalanced panels with large N and T, and retains validity under heterogeneous slope coefficients. The test is widely adopted in empirical economics, finance, and political economy as a prerequisite check before selecting appropriate estimators or unit-root tests for panel datasets.
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ScholarGateเปรียบเทียบวิธี: Augmented Dickey-Fuller Test · CIPS Test · Pesaran CD Test. สืบค้นเมื่อ 2026-06-18 จาก https://scholargate.app/th/compare