Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data
Author:
Affiliation:
1. Department of Biostatistics, Faculty of Medicine University of Tsukuba 1‐1‐1 Tennodai Tsukuba Ibaraki 305‐8575 Japan
2. Department of Data Science The Institute of Statistical Mathematics 10‐3 Midori‐cho Tachikawa Tokyo 190‐8562 Japan
Funder
Japan Society for the Promotion of Science
Publisher
Wiley
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/insr.12447
Reference37 articles.
1. The impact of missing data and how it is handled on the rate of false-positive results in drug development
2. Robust Small-Sample Inference for Fixed Effects in General Gaussian Linear Models
3. Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators
4. Applied Longitudinal Analysis
5. A comparison of bias-corrected empirical covariance estimators with generalized estimating equations in small-sample longitudinal study settings
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A hierarchical tensor error correction GRU model;Information Sciences;2023-09
2. Kenward‐Roger–type corrections for inference methods of network meta‐analysis and meta‐regression;Research Synthesis Methods;2023-07-03
3. A comparison of bias‐adjusted generalized estimating equations for sparse binary data in small‐sample longitudinal studies;Statistics in Medicine;2023-04-16
4. Finite-sample performance of the robust variance estimator in the presence of missing data;Communications in Statistics - Simulation and Computation;2022-06-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3