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08/22/2023
Nonparametric Assessment of Variable Selection and Ranking Algorithms
Selecting from or ranking a set of candidates variables in terms of thei...
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10/12/2022
Debiased inference for a covariate-adjusted regression function
In this article, we study nonparametric inference for a covariate-adjust...
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06/21/2022
Nonparametric identification of causal effects in clustered observational studies with differential selection
The clustered observational study (COS) design is the observational stud...
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05/03/2022
Nonparametric inference under a monotone hazard ratio order
The ratio of the hazard functions of two populations or two strata of a ...
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06/11/2021
Inference for treatment-specific survival curves using machine learning
In the absence of data from a randomized trial, researchers often aim to...
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01/15/2020
Nonparametric tests of the causal null with non-discrete exposures
In many scientific studies, it is of interest to determine whether an ex...
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04/28/2019
Nonparametric maximum likelihood estimation under a likelihood ratio order
Comparison of two univariate distributions based on independent samples ...
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10/21/2018
Correcting an estimator of a multivariate monotone function with isotonic regression
In many problems, a sensible estimator of a possibly multivariate monoto...
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10/08/2018
Causal isotonic regression
In observational studies, potential confounders may distort the causal r...
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07/16/2018
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel
Dáil Éireann is the principal chamber of the Irish parliament. The 31st ...
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06/05/2018