Variational Inference in high-dimensional linear regression

被引:0
|
作者
Mukherjee, Sumit [1 ]
Sen, Subhabrata [2 ]
机构
[1] Department of Statistics, Columbia University, New York,NY,10027, United States
[2] Department of Statistics, Harvard University, Cambridge,MA,02138, United States
关键词
D O I
暂无
中图分类号
学科分类号
摘要
67
引用
收藏
相关论文
共 50 条
  • [21] Prediction in abundant high-dimensional linear regression
    Cook, R. Dennis
    Forzani, Liliana
    Rothman, Adam J.
    [J]. ELECTRONIC JOURNAL OF STATISTICS, 2013, 7 : 3059 - 3088
  • [22] Elementary Estimators for High-Dimensional Linear Regression
    Yang, Eunho
    Lozano, Aurelie C.
    Ravikumar, Pradeep
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 32 (CYCLE 2), 2014, 32 : 388 - 396
  • [23] Online Variational Bayes Inference for High-Dimensional Correlated Data
    Kabisa, Sylvie
    Dunson, David B.
    Morris, Jeffrey S.
    [J]. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2016, 25 (02) : 426 - 444
  • [24] A Note on High-Dimensional Linear Regression With Interactions
    Hao, Ning
    Zhang, Hao Helen
    [J]. AMERICAN STATISTICIAN, 2017, 71 (04): : 291 - 297
  • [25] Variational Bayes for high-dimensional linear regression with sparse priors (Jan, 10.1080/01621459.2020.1847121, 2021)
    Ray, Kolyan
    Szabo, Botond
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2021, 116 (535) : 1560 - 1560
  • [26] Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection
    Gamarnik, David
    Kizildag, Eren C.
    Zadik, Ilias
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2021, 67 (12) : 8109 - 8139
  • [27] High-dimensional robust inference for censored linear models
    Jiayu Huang
    Yuanshan Wu
    [J]. Science China Mathematics, 2024, 67 : 891 - 918
  • [28] High-dimensional inference for linear model with correlated errors
    Panxu Yuan
    Xiao Guo
    [J]. Metrika, 2022, 85 : 21 - 52
  • [29] High-dimensional inference for linear model with correlated errors
    Yuan, Panxu
    Guo, Xiao
    [J]. METRIKA, 2022, 85 (01) : 21 - 52
  • [30] High-dimensional robust inference for censored linear models
    Huang, Jiayu
    Wu, Yuanshan
    [J]. SCIENCE CHINA-MATHEMATICS, 2024, 67 (04) : 891 - 918