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08/30/2023
Scalable Estimation of Probit Models with Crossed Random Effects
Crossed random effects structures arise in many scientific contexts. The...
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07/23/2023
Scalable solution to crossed random effects model with random slopes
The crossed random-effects model is widely used in applied statistics, f...
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09/24/2021
Bahadur Efficiency in Tensor Curie-Weiss Models
The tensor Ising model is a discrete exponential family used for modelin...
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09/07/2021
Convergence rate of a collapsed Gibbs sampler for crossed random effects models
In this paper, we analyze the convergence rate of a collapsed Gibbs samp...
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08/28/2021
Feature Selection in High-dimensional Space Using Graph-Based Methods
High-dimensional feature selection is a central problem in a variety of ...
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05/28/2021
Scalable logistic regression with crossed random effects
The cost of both generalized least squares (GLS) and Gibbs sampling in a...
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07/21/2020