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We develop a distribution regression model under endogenous sample selection. This model is a semiparametric generalization of the Heckman selection model that accommodates much rich patterns of heterogeneity in the selection process and effect of the covariates. The model applies to continuous,...
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Stochastic Volatility (SV), along with Mixed Data Sampling (MIDAS) regressions, which enable us to incorporate the impacts of …
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This note presents a nonparametric Bayesian approach to fitting a distribution to the survey data provided in Kilian and Zha (2002) regarding the prior for the half-life of deviations from purchasing power parity (PPP). A point mass at infinity is included. The unknown density is represented as...
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estimate the mean of the variable under study using a sampling design which is dependent on the observation of a continuous … inclusion density function of the sampling design. The variance of the continuous version of the Horvitz-Thompson estimator … under the proposed sampling design is compared with the variance of the mean of a simple random sample. The accuracy of the …
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