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02/03/2023
Characterization and estimation of high dimensional sparse regression parameters under linear inequality constraints
Modern statistical problems often involve such linear inequality constra...
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07/15/2022
FLIP: A Utility Preserving Privacy Mechanism for Time Series
Guaranteeing privacy in released data is an important goal for data-prod...
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05/03/2021
Efficient Integration of Aggregate Data and Individual Patient Data in One-Way Mixed Models
Often both Aggregate Data (AD) studies and Individual Patient Data (IPD)...
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04/06/2021
Constrained Parameterization of Reduced Rank and Co-integrated Vector Autoregression
The paper provides a parametrization of Vector Autoregression (VAR) that...
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06/26/2020
Stochastic Approximation Algorithm for Estimating Mixing Distribution for Dependent Observations
Estimating the mixing density of a mixture distribution remains an inter...
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04/19/2019