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11/18/2022
Robust oracle estimation and uncertainty quantification for possibly sparse quantiles
A general many quantiles + noise model is studied in the robust formulat...
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09/17/2020
Random autoregressive models: A structured overview
Models characterized by autoregressive structure and random coefficients...
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12/17/2018
Adaptive Non-parametric Estimation of Mean and Autocovariance in Regression with Dependent Errors
We develop a fully automatic non-parametric approach to simultaneous est...
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02/26/2018
Estimation of Local Degree Distributions via Local Weighted Averaging and Monte Carlo Cross-Validation
Owing to their capability of summarising interactions between elements o...
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11/08/2017