
Data integration in high dimension with multiple quantiles
This article deals with the analysis of high dimensional data that come ...
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Nonparametric Bayesian Deconvolution of a Symmetric Unimodal Density
We consider nonparametric measurement error density deconvolution subjec...
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Bayesian Copula Density Deconvolution for ZeroInflated Data in Nutritional Epidemiology
Estimating the marginal and joint densities of the longterm average int...
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Gaussian Processes with Errors in Variables: Theory and Computation
Covariate measurement error in nonparametric regression is a common prob...
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Finite Sample Hypothesis Tests for Stacked Estimating Equations
Suppose there are two unknown parameters, each parameter is the solution...
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Sample Splitting as an MEstimator with Application to Physical Activity Scoring
Sample splitting is widely used in statistical applications, including c...
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Sparse semiparametric canonical correlation analysis for data of mixed types
Canonical correlation analysis investigates linear relationships between...
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Data Integration with High Dimensionality
We consider a problem of data integration. Consider determining which ge...
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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...
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