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Adaptive Polar Sampling (APS) is proposed as a Markov chain Monte Carlomethod for Bayesian analysis of models with ill-behaved posteriordistributions. In order to sample efficiently from such a distribution,a location-scale transformation and a transformation to polarcoordinates are used. After...
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Regression analyses of cross-country economic growth data are complicated by two main forms of model uncertainty: the … uncertainty in selecting explanatory variables and the uncertainty in specifying the functional form of the regression function …
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