Raymond J. Carroll | DeepAI

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Yan Zhang
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∙ 01/25/2022

Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings

We consider quantile estimation in a semi-supervised setting, characteri...

1 Abhishek Chakrabortty, et al. ∙

∙ 07/15/2021

Nonparametric, tuning-free estimation of S-shaped functions

We consider the nonparametric estimation of an S-shaped regression funct...

0 Oliver Y. Feng, et al. ∙

∙ 03/23/2021

On the global identifiability of logistic regression models with misclassified outcomes

In the last decade, the secondary use of large data from health systems,...

0 Rui Duan, et al. ∙

∙ 06/29/2020

Data integration in high dimension with multiple quantiles

This article deals with the analysis of high dimensional data that come ...

0 Guorong Dai, et al. ∙

∙ 02/17/2020

Nonparametric Bayesian Deconvolution of a Symmetric Unimodal Density

We consider nonparametric measurement error density deconvolution subjec...

0 Ya Su, et al. ∙

∙ 12/11/2019

Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology

Estimating the marginal and joint densities of the long-term average int...

0 Abhra Sarkar, et al. ∙

∙ 10/14/2019

Gaussian Processes with Errors in Variables: Theory and Computation

Covariate measurement error in nonparametric regression is a common prob...

0 Shuang Zhou, et al. ∙

∙ 08/11/2019

Finite Sample Hypothesis Tests for Stacked Estimating Equations

Suppose there are two unknown parameters, each parameter is the solution...

0 Eli S. Kravitz, et al. ∙

∙ 08/11/2019

Sample Splitting as an M-Estimator with Application to Physical Activity Scoring

Sample splitting is widely used in statistical applications, including c...

0 Eli S. Kravitz, et al. ∙

∙ 07/13/2018

Sparse semiparametric canonical correlation analysis for data of mixed types

Canonical correlation analysis investigates linear relationships between...

0 Grace Yoon, et al. ∙

∙ 10/03/2016

Data Integration with High Dimensionality

We consider a problem of data integration. Consider determining which ge...

0 Xin Gao, et al. ∙

∙ 09/28/2010

Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals

We compare calcium ion signaling (Ca^2+) between two exposures; the data...

0 Josue G. Martinez, et al. ∙

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