4. Mathematics
  5. Statistics Theory

Joel L. Horowitz

Mathematics – Statistics Theory

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Asymptotic properties of bridge estimators in sparse high-dimensional regression models

Mathematics – Statistics Theory
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Methodology and convergence rates for functional linear regression

Mathematics – Statistics Theory
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Nonparametric Estimation of an Additive Model With a Link Function

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Nonparametric methods for inference in the presence of instrumental variables

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Rate-optimal estimation for a general class of nonparametric regression models with unknown link functions

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