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In this paper we specify a linear Cliff and Ord-type spatial model. The model allows for spatial lags in the dependent variable, the exogenous variables, and disturbances. The innovations in the disturbance process are assumed to be heteroskedastic with an unknown form. We formulate a multi-step...
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This paper examines the theory of the estimation of econometric models and Hausman tests with sampling weights. The … Manski-Lerman weighted conditional MLE is emphasized because of its popularity in econometric estimation with sampling … weights. It is an inefficient alternative to full information MLE under choice-based sampling, and weighted conditional MLE …
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In this paper I analyze GMM estimation when the sample is not a random draw from the population of interest. I exploit auxiliary information, in the form of moments from the population of interest, in order to compute weights that are proportional to the inverse probability of selection. The...
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