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Teaching Regressions with a Lagged Dependent Variable and Autocorrelated Disturbances
Authors:Asatoshi Maeshiro
Institution:University of Pittsburgh
Abstract:The author attempts to rectify the unsatisfactory textbook treatment of the finite-sample properties of estimators of regression models with a lagged dependent variable and autocorrelated disturbances. He contends that the bias of the OLS estimator of a regression model with a lagged dependent variable and autocorrelated disturbances is determined by two effects, the dynamic effect and the correlation effect, which may be reinforcing or offsetting. The implications of these two effects are explored within a theoretical and a Monte Carlo framework.
Keywords:economics and literature  job search model  labor market theory  teaching pedagogy
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