Browsing by Subject "Shrinkage"
Now showing items 1-3 of 3
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Easy and Efficient Bayesian Infinite Factor Analysis
(2020)Bayesian latent factor models are key tools for modeling linear structure in data and performing dimension reduction for correlated variables. Recent advances in prior specification allow the estimation of semi- ... -
Experimental Study on Geomaterial’s Moisture Content Distribution and Deformation During Drying Process
(2022)Knowledge of the drying process of geomaterials is meaningful and helpful in the field of geotechnical and geo-environmental engineering. This experimental study focuses on drying tests on geomaterial samples with monitored ... -
Geometric Methods for Point Estimation
(2023)The focus of this dissertation is on geometric aspects of point estimation problems. In the first half of this work, we examine the estimation of location parameters for non-Euclidean data that lies in a known manifold or ...
