Efficient estimation in semiparametric random effect panel data models with AR(p) errors

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초록

In this paper we consider semiparametric random effect panel models that contain AR(p) disturbances. We derive the efficient score function and the information bound for estimating the slope parameters. We make minimal assumptions on the distribution of the random errors, effects, and the regressors, and provide semiparametric efficient estimates of the slope parameters. The present paper extends the previous work of Park et al. (2003) where AR(1) errors were considered.

키워드

correlated errorsefficient score functionsinformation boundspanel data modelsrandom effectssemiparametric efficiency
제목
Efficient estimation in semiparametric random effect panel data models with AR(p) errors
저자
Lee, Young Kyung
발행일
2007-12
유형
Article
저널명
Journal of the Korean Statistical Society
36
4
페이지
523 ~ 542