On semiparametric exponential family graphical models

被引：0
|
作者：
机构：
[1] Yang, Zhuoran
[2] Ning, Yang
[3] Liu, Han
来源：
| 2018年 / Microtome Publishing卷 / 19期
关键词：
Conditional distribution - Exponential family - GraphicaL model - High dimensional inference - Hypothesis testing - Measure function - Parametrizations - Semiparametric generalized linear models;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
85
引用
收藏
相关论文
共 50 条
  • [1] On Semiparametric Exponential Family Graphical Models
    Yang, Zhuoran
    Ning, Yang
    Liu, Han
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2018, 19
  • [2] Graphical Models via Univariate Exponential Family Distributions
    Yang, Eunho
    Ravikumar, Pradeep
    Allen, Genevera I.
    Liu, Zhandong
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2015, 16 : 3813 - 3847
  • [3] SEMIPARAMETRIC REGRESSION AND GRAPHICAL MODELS
    Wand, M. P.
    [J]. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2009, 51 (01) : 9 - 41
  • [4] Inference for High-dimensional Exponential Family Graphical Models
    Wang, Jialei
    Kolar, Mladen
    [J]. ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 51, 2016, 51 : 1042 - 1050
  • [5] Conjugate exponential family graphical models in process monitoring: A tutorial review
    Raveendran, Rahul
    Huang, Biao
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2020, 204
  • [6] Model-based clustering of semiparametric temporal exponential-family random graph models
    Lee, Kevin H.
    Agarwal, Amal
    Zhang, Anna Y.
    Xue, Lingzhou
    [J]. STAT, 2022, 11 (01):
  • [7] ROBUST ESTIMATION FOR SEMIPARAMETRIC EXPONENTIAL MIXTURE-MODELS
    SHEN, LZQ
    [J]. STATISTICA SINICA, 1995, 5 (01) : 333 - 349
  • [8] Semiparametric Inference for Causal Effects in Graphical Models with Hidden Variables
    Bhattacharya, Rohit
    Nabi, Razieh
    Shpitser, Ilya
    [J]. Journal of Machine Learning Research, 2022, 23
  • [9] HIGH-DIMENSIONAL SEMIPARAMETRIC GAUSSIAN COPULA GRAPHICAL MODELS
    Liu, Han
    Han, Fang
    Yuan, Ming
    Lafferty, John
    Wasserman, Larry
    [J]. ANNALS OF STATISTICS, 2012, 40 (04): : 2293 - 2326
  • [10] Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables
    Bhattacharya, Rohit
    Nabi, Razieh
    Shpitser, Ilya
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 23 : 1 - 76
12345