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comparable - if not better - to the one obtained using theory free "Minnesota" priors (Doan et al., 1984). Additionally, the … marginal-likelihood of the time-series model with theory founded priors - derived from the output of the Gibbs sampler - can be …
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This paper partially identifies population treatment effects in observational data under sample selection, without the benefit of random treatment assignment. Bounds are provided for both average and quantile population treatment effects, combining assumptions for the selected and the...
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This paper proposes a regularisation method for the estimation of large covariance matrices that uses insights from the multiple testing (MT) literature. The approach tests the statistical significance of individual pair-wise correlations and sets to zero those elements that are not...
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