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A modified partial envelope tensor response regression

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Publication:6548873
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DOI10.1002/sta4.615MaRDI QIDQ6548873

Narayanaswamy Balakrishnan, Shanshan Qin, Wenxing Guo

Publication date: 3 June 2024

Published in: Stat (Search for Journal in Brave)




zbMATH Keywords

dimension reductionenvelope modeltensor regressionsparsity principle


Mathematics Subject Classification ID

Statistics (62-XX)


Cites Work

  • Unnamed Item
  • Tensor Decompositions and Applications
  • Functional envelope for model-free sufficient dimension reduction
  • Principal envelope model
  • Separable factor analysis with applications to mortality data
  • Separable covariance arrays via the Tucker product, with applications to multivariate relational data
  • Partial envelopes for efficient estimation in multivariate linear regression
  • L2RM: Low-Rank Linear Regression Models for High-Dimensional Matrix Responses
  • Asymptotic Theory of Overparameterized Structural Models
  • An Introduction to Envelopes
  • Matrix Variate Regressions and Envelope Models
  • Envelopes and Partial Least Squares Regression
  • Tensor Regression with Applications in Neuroimaging Data Analysis
  • Foundations for Envelope Models and Methods
  • Multivariate Bioassay
  • A Review of Envelope Models






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