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varying coefficient model

6 papers

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Co-occurring keywords · papers mentioning both

functional data (3) bayesian inference (3) functional data analysis (2) dimension reduction (2) markov chain monte carlo (2) variable selection (2) bayesian data sketching (1) posterior contraction rate (1) random linear transformation (1) ridge penalty (1)

Papers

Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025 Scalable high-dimensional Bayesian varying coefficient models with unknown within-subject covariance JMLR 2023 Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior JMLR 2022 VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments ICLR 2021 A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019 Sparsistent Learning of Varying-coefficient Models with Structural Changes NeurIPS 2009