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math.ST2008★ 28 cited
Adaptive estimation of and oracle inequalities for probability densities and characteristic functions
Sam Efromovich
The theory of adaptive estimation and oracle inequalities for the case of Gaussian-shift--finite-interval experiments has made significant progress in recent years. In particular,…
math.ST2008★ 55 cited
Conditional density estimation in a regression setting
Sam Efromovich
Regression problems are traditionally analyzed via univariate characteristics like the regression function, scale function and marginal density of regression errors. These characte…