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Regression ya Kiasi (Quantile Regression)×System GMM (Arellano-Bover / Blundell-Bond)×
NyanjaEkonometrikiEkonometriki
FamiliaRegression modelRegression model
Mwaka wa asili19781998
MwanzilishiKoenker & BassettArellano & Bover (1995); Blundell & Bond (1998)
AinaConditional quantile regressionDynamic panel data estimator
Chanzo asiliaKoenker, R. & Bassett, G., Jr. (1978). Regression Quantiles. Econometrica, 46(1), 33-50. DOI ↗Arellano, M. & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. Review of Economic Studies, 58(2), 277-297. DOI ↗
Majina mbadalaconditional quantile regression, regression quantiles, Kantil RegresyonArellano-Bover estimator, Blundell-Bond estimator, dynamic panel GMM, Sistem GMM (Arellano-Bover / Blundell-Bond)
Zinazohusiana54
MuhtasariQuantile regression models conditional quantiles of an outcome - the median, the 25th or 75th percentile, and so on - rather than the conditional mean that OLS targets. Introduced by Koenker and Bassett in 1978, it reveals how predictors act across the whole distribution, including its tails.System GMM is a generalized method of moments estimator for dynamic panel models that contain a lagged dependent variable. Introduced by Blundell and Bond (1998), building on Arellano and Bover, it augments the differenced equation of the earlier difference GMM (Arellano-Bond) with the equation in levels to deliver consistent estimates when N is large and T is small.
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ScholarGateLinganisha mbinu: Quantile Regression · System GMM. Imepatikana 2026-06-18 kutoka https://scholargate.app/sw/compare