SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS

Ph.D

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Main Author: ZHANG XINYU
Other Authors: STATISTICS AND DATA SCIENCE
Format: Theses and Dissertations
Language:English
Published: 2024
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/247633
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2476332024-04-03T00:26:01Z SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS ZHANG XINYU STATISTICS AND DATA SCIENCE Cheng Li Crossed mixed effects models, latent variables, stochastic gradient Langevin dynamics, missing data, scalable computation Ph.D DOCTOR OF PHILOSOPHY (FOS) 2024-03-31T18:00:32Z 2024-03-31T18:00:32Z 2023-08-05 Thesis ZHANG XINYU (2023-08-05). SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/247633 0009-0008-7164-2912 en
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Crossed mixed effects models, latent variables, stochastic gradient Langevin dynamics, missing data, scalable computation
spellingShingle Crossed mixed effects models, latent variables, stochastic gradient Langevin dynamics, missing data, scalable computation
ZHANG XINYU
SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
description Ph.D
author2 STATISTICS AND DATA SCIENCE
author_facet STATISTICS AND DATA SCIENCE
ZHANG XINYU
format Theses and Dissertations
author ZHANG XINYU
author_sort ZHANG XINYU
title SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
title_short SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
title_full SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
title_fullStr SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
title_full_unstemmed SCALABLE BAYESIAN INFERENCE FOR LARGE CROSSED MIXED EFFECTS MODELS
title_sort scalable bayesian inference for large crossed mixed effects models
publishDate 2024
url https://scholarbank.nus.edu.sg/handle/10635/247633
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