Online Updating of Statistical Inference in the Big Data Setting

23 May 2015

Papers citing "Online Updating of Statistical Inference in the Big Data Setting"

22 / 22 papers shown

Title
Adaptive debiased SGD in high-dimensional GLMs with streaming data Ruijian Han Lan Luo Yuanhang Luo Yuanyuan Lin Jian Huang 145 0 0 28 May 2024
A model-free subdata selection method for classification Rakhi Singh 71 0 0 29 Apr 2024
Updatable Estimation in Generalized Linear Models with Missing Response Xianhua Zhang Lu lin Qihua Wang 30 0 0 07 Oct 2023
Approximating Partial Likelihood Estimators via Optimal Subsampling Haixiang Zhang Lulu Zuo Haiying Wang Liuquan Sun 60 14 0 10 Oct 2022
Renewable Composite Quantile Method and Algorithm for Nonparametric Models with Streaming Data Yan Chen Shuixin Fang Lu Lin 107 1 0 26 Sep 2022
Statistical Inference for Streamed Longitudinal Data Lan Luo Jingshen Wang Emily C. Hector 20 16 0 04 Aug 2022
Turning the information-sharing dial: efficient inference from different data sources Emily C. Hector Ryan Martin 59 6 0 18 Jul 2022
Sampling with replacement vs Poisson sampling: a comparative study in optimal subsampling Jing Wang Jiahui Zou Haiying Wang 78 18 0 17 May 2022
Global Bias-Corrected Divide-and-Conquer by Quantile-Matched Composite for General Nonparametric Regressions Yan Chen Lu Lin 22 0 0 29 Jan 2022
Online Generalized Additive Model Ying Yang Fang Yao KELM 37 1 0 17 Dec 2021
Online Estimation for Functional Data Ying Yang Fang Yao 31 21 0 04 Nov 2021
Statistical Inference in High-dimensional Generalized Linear Models with Streaming Data Lan Luo Ruijian Han Yuanyuan Lin Jian Huang 78 6 0 10 Aug 2021
Online Debiased Lasso for Streaming Data Ruijian Han Lan Luo Yuanyuan Lin Jian Huang 83 5 0 10 Jun 2021
Divide-and-conquer methods for big data analysis Xueying Chen Jerry Q. Cheng Min‐ge Xie 50 9 0 22 Feb 2021
A Survey of Bayesian Statistical Approaches for Big Data Farzana Jahan Insha Ullah Kerrie Mengersen 102 14 0 08 Jun 2020
Optimal Distributed Subsampling for Maximum Quasi-Likelihood Estimators with Massive Data Jun Yu Haiying Wang Mingyao Ai Huiming Zhang 63 116 0 21 May 2020
Optimal subsampling for quantile regression in big data Haiying Wang Yanyuan Ma 139 133 0 28 Jan 2020
Divide-and-Conquer Information-Based Optimal Subdata Selection Algorithm Haiying Wang 48 28 0 23 May 2019
A Global Bias-Correction DC Method for Biased Estimation under Memory Constraint Lu Lin Feng Li 40 2 0 16 Apr 2019
A Novel Framework for Online Supervised Learning with Feature Selection Lizhe Sun Yangzi Guo Siquan Zhu Adrian Barbu 121 12 0 30 Mar 2018
Statistical Validity and Consistency of Big Data Analytics: A General Framework B. Karmakar I. Mukhopadhyay 26 1 0 29 Mar 2018
Statistical Methods and Computing for Big Data Chun Wang Ming-Hui Chen E. Schifano Jing Wu Jun Yan 85 129 0 27 Feb 2015