STREAMLINED SOLUTIONS TO MULTILEVEL SPARSE MATRIX PROBLEMS

DOI10.1017/S1446181120000061zbMath1450.65030arXiv1903.03089OpenAlexW4241685441MaRDI QIDQ4971816

Tui H. Nolan, Matthew P. Wand

Publication date: 12 October 2020

Published in: The ANZIAM Journal (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1903.03089

zbMATH Keywords

panel databest linear unbiased predictionlinear mixed modelssmall-area estimationvariational inferencelongitudinal data analysis

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Computational methods for sparse matrices (65F50) Direct numerical methods for linear systems and matrix inversion (65F05)

Related Items (3)

Streamlined variational inference for higher level group-specific curve models ⋮ Unnamed Item ⋮ Sparse linear mixed model selection via streamlined variational Bayes

Uses Software

• S-PLUS
• MEMSS

Cites Work

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• A fast scoring algorithm for maximum likelihood estimation in unbalanced mixed models with nested random effects
• Inversion and pseudoinversion of block arrowhead matrices
• An efficient method for computing the inverse of arrowhead matrices
• Small Area Estimation
• Best Linear Unbiased Estimation and Prediction under a Selection Model
• Mixed-Effects Models in S and S-PLUS
• Matrix Algebra
• Longitudinal Data Analysis

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