Comparar métodos
Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.
| Teste de Raiz Unitária Dickey-Fuller Aumentado (ADF)× | Teste de Raiz Unitária LM de Lee-Strazicich com Duas Quebras Estruturais× | Teste de Raiz Unitária de Lumsdaine-Papell com Duas Quebras Estruturais× | |
|---|---|---|---|
| Área | Econometria | Econometria | Econometria |
| Família≠ | Regression model | Hypothesis test | Hypothesis test |
| Ano de origem≠ | 1979 | 2003 | 1997 |
| Autor original≠ | David A. Dickey & Wayne A. Fuller | Junsoo Lee & Mark Strazicich | Robin Lumsdaine & David Papell |
| Tipo≠ | Unit-root test for stationarity | Lagrange Multiplier unit-root test with two endogenous structural breaks | Sequential two-break unit-root test |
| Fonte seminal≠ | Dickey, 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 ↗ | Lee, J., & Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. Review of Economics and Statistics, 85(4), 1082–1089. DOI ↗ | Lumsdaine, R. L., & Papell, D. H. (1997). Multiple trend breaks and the unit-root hypothesis. Review of Economics and Statistics, 79(2), 212–218. DOI ↗ |
| Outros nomes | ADF test, Dickey-Fuller test, unit root test, Genişletilmiş Dickey-Fuller testi | LS Unit Root Test, Minimum LM Unit Root Test, Lee-Strazicich Two-Break Test, Lee-Strazicich LM Testi | LP Test, Two-Break Unit-Root Test, Double Structural Break Unit-Root Test, Lumsdaine-Papell İki Kırılmalı Birim Kök Testi |
| Relacionados≠ | 4 | 3 | 3 |
| Resumo≠ | The 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 Lee-Strazicich (2003) test is a Lagrange Multiplier-based unit-root test that allows for two endogenous structural breaks under both the null and alternative hypotheses. Proposed by Junsoo Lee and Mark C. Strazicich, it corrects a fundamental flaw in earlier break-based tests such as Zivot-Andrews, where structural breaks were permitted only under the alternative. By incorporating breaks under the null, the LS test avoids spurious rejections and provides size-correct inference in the presence of level or trend shifts. | The Lumsdaine-Papell test, introduced by Robin Lumsdaine and David Papell in 1997, extends the Zivot-Andrews single-break unit-root test to allow for two simultaneous structural breaks in the intercept and/or linear trend of a time series. It is widely used in macroeconomics and finance when data are suspected to have experienced two major regime shifts — such as policy changes, financial crises, or wars — and the researcher needs to determine whether the series is nonetheless integrated of order one. |
| ScholarGateConjunto de dados ↗ |
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