2 hasil untuk "Max H. Farrell"
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Artikel Jurnal
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference
…and coverage error optimal bandwidth selection (Calonico, Cattaneo, and Farrell 2018, 2019a). Furthermore, this article also proposes a simple way of estimating optimal bandwidths in practice that always delivers the optimal mean square error convergence rate regardless of the specific evaluation…
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Artikel Jurnal Teks lengkap
Deep Neural Networks for Estimation and Inference
We study deep neural networks and their use in semiparametric inference. We establish novel nonasymptotic high probability bounds for deep feedforward neural nets. These deliver rates of convergence that are sufficiently fast (in some cases minimax optimal) to allow us to establish valid…