The role of measurement error and misclassification in mediation analysis: mediation and measurement error.
作者信息
VanderWeele Tyler J, Valeri Linda, Ogburn Elizabeth L
机构信息
Department of Epidemiology, Harvard School of Public Health, Boston, MA 02115, USA.
出版信息
Epidemiology. 2012 Jul;23(4):561-4. doi: 10.1097/EDE.0b013e318258f5e4.
Abstract
摘要
相似文献
1
The role of measurement error and misclassification in mediation analysis: mediation and measurement error.测量误差和错误分类在中介分析中的作用：中介作用与测量误差
Epidemiology. 2012 Jul;23(4):561-4. doi: 10.1097/EDE.0b013e318258f5e4.
2
Analytic results on the bias due to nondifferential misclassification of a binary mediator.关于二分类中介变量非差异错误分类偏倚的分析结果。
Am J Epidemiol. 2012 Sep 15;176(6):555-61. doi: 10.1093/aje/kws131. Epub 2012 Aug 28.
3
Approaches to addressing missing values, measurement error, and confounding in epidemiologic studies.处理流行病学研究中缺失值、测量误差和混杂的方法。
J Clin Epidemiol. 2021 Mar;131:89-100. doi: 10.1016/j.jclinepi.2020.11.006. Epub 2020 Nov 8.
4
An introduction to instrumental variables for epidemiologists.面向流行病学家的工具变量介绍。
Int J Epidemiol. 2000 Aug;29(4):722-9. doi: 10.1093/ije/29.4.722.
5
Misclassification of the mediator matters when estimating indirect effects.当估计间接效应时，调解者的错误分类很重要。
J Epidemiol Community Health. 2013 May;67(5):458-66. doi: 10.1136/jech-2012-201813. Epub 2013 Mar 16.
6
Equivalence of the mediation, confounding and suppression effect.中介效应、混杂效应和抑制效应的等效性。
Prev Sci. 2000 Dec;1(4):173-81. doi: 10.1023/a:1026595011371.
7
Measurement error, time lag, unmeasured confounding: Considerations for longitudinal estimation of the effect of a mediator in randomised clinical trials.测量误差、时滞、未测量的混杂：随机临床试验中中介效应纵向估计的考虑因素。
Stat Methods Med Res. 2018 Jun;27(6):1615-1633. doi: 10.1177/0962280216666111. Epub 2016 Sep 19.
8
Confounding obscures our view, effect modification is part of reality.混杂因素模糊了我们的视野，效应修饰却是现实的一部分。
J Clin Epidemiol. 2019 Oct;114:v-vi. doi: 10.1016/j.jclinepi.2019.08.011.
9
Mediation analysis with multiple versions of the mediator.中介分析与多个版本的中介。
Epidemiology. 2012 May;23(3):454-63. doi: 10.1097/EDE.0b013e31824d5fe7.
10
Assessing moderated mediation in linear models requires fewer confounding assumptions than assessing mediation.在线性模型中评估调节中介效应比评估中介效应需要更少的混杂假设。
Br J Math Stat Psychol. 2016 Nov;69(3):352-374. doi: 10.1111/bmsp.12077.
引用本文的文献
1
Practical challenges in mediation analysis: a guide for applied researchers.中介分析中的实际挑战：应用研究人员指南
Health Serv Outcomes Res Methodol. 2025;25(1):57-84. doi: 10.1007/s10742-024-00327-4. Epub 2024 Apr 12.
2
Identifying Metabolomic Mediators of the Physical Activity and Colorectal Cancer Relationship.确定身体活动与结直肠癌关系中的代谢组学介导因素。
Cancer Epidemiol Biomarkers Prev. 2025 Apr 3;34(4):578-587. doi: 10.1158/1055-9965.EPI-24-1390.
3
How do manipulation checks interfere with the inference of causal relationships?操纵检验如何干扰因果关系的推断？
Behav Res Methods. 2024 Dec 30;57(1):33. doi: 10.3758/s13428-024-02573-3.
4
How, and For Whom, Does Higher Education Increase Voting?高等教育如何以及为谁增加投票率？
Res High Educ. 2023 Jun;64(4):574-597. doi: 10.1007/s11162-022-09717-4. Epub 2022 Sep 14.
5
A systematic approach to evaluating instrumental variable assumptions: applied example of glucose-lowering medications and risk for hospitalized heart failure in older adults.一种评估工具变量假设的系统方法：老年患者降糖药物与住院心力衰竭风险的应用实例
Am J Epidemiol. 2025 Jun 3;194(6):1544-1555. doi: 10.1093/aje/kwae329.
6
Estimating latent baseline-by-treatment interactions in statistical mediation analysis.在统计中介分析中估计潜在的基线与治疗交互作用。
Struct Equ Modeling. 2023;30(6):914-925. doi: 10.1080/10705511.2023.2193312. Epub 2023 May 3.
7
Social Support, Resilience, and Mental Health Among Three High-Risk Groups in Hong Kong: A Mediation Analysis.社会支持、韧性与香港三个高风险群体的心理健康：中介分析。
Int J Public Health. 2024 Apr 12;69:1606828. doi: 10.3389/ijph.2024.1606828. eCollection 2024.
8
The association between lead exposure and crime: A systematic review.铅暴露与犯罪之间的关联：一项系统综述。
PLOS Glob Public Health. 2023 Aug 1;3(8):e0002177. doi: 10.1371/journal.pgph.0002177. eCollection 2023.
9
Childhood socioeconomic position and cardiometabolic risk in young adulthood- the impact of mental health.儿童期社会经济地位与青年期心血管代谢风险——心理健康的影响。
BMC Public Health. 2023 Jun 13;23(1):1136. doi: 10.1186/s12889-023-15942-y.
10
Inferring cell-type-specific causal gene regulatory networks during human neurogenesis.在人类神经发生过程中推断细胞类型特异性因果基因调控网络。
Genome Biol. 2023 May 30;24(1):130. doi: 10.1186/s13059-023-02959-0.
本文引用的文献
1
Semiparametric Theory for Causal Mediation Analysis: efficiency bounds, multiple robustness, and sensitivity analysis.因果中介分析的半参数理论：效率界、多重稳健性和敏感性分析。
Ann Stat. 2012 Jun;40(3):1816-1845. doi: 10.1214/12-AOS990.
2
Mediation analysis when a continuous mediator is measured with error and the outcome follows a generalized linear model.当连续中介变量存在测量误差且结果服从广义线性模型时的中介分析。
Stat Med. 2014 Dec 10;33(28):4875-90. doi: 10.1002/sim.6295. Epub 2014 Sep 14.
3
Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros.中介分析允许暴露-中介相互作用和因果解释：理论假设和使用 SAS 和 SPSS 宏的实现。
Psychol Methods. 2013 Jun;18(2):137-50. doi: 10.1037/a0031034. Epub 2013 Feb 4.
4
Analytic results on the bias due to nondifferential misclassification of a binary mediator.关于二分类中介变量非差异错误分类偏倚的分析结果。
Am J Epidemiol. 2012 Sep 15;176(6):555-61. doi: 10.1093/aje/kws131. Epub 2012 Aug 28.
5
Quantification of bias in direct effects estimates due to different types of measurement error in the mediator.中介变量中不同类型测量误差对直接效应估计偏差的量化。
Epidemiology. 2012 Jul;23(4):551-60. doi: 10.1097/EDE.0b013e318254f5de.
6
Direct effect models.直接效应模型。
Int J Biostat. 2008;4(1):Article 23. doi: 10.2202/1557-4679.1064.
7
Genetic variants on 15q25.1, smoking, and lung cancer: an assessment of mediation and interaction.15q25.1 上的遗传变异、吸烟与肺癌：中介和交互作用的评估。
Am J Epidemiol. 2012 May 15;175(10):1013-20. doi: 10.1093/aje/kwr467. Epub 2012 Feb 3.
8
On causal mediation analysis with a survival outcome.关于生存结局的因果中介分析
Int J Biostat. 2011;7(1):Article 33. doi: 10.2202/1557-4679.1351. Epub 2011 Sep 2.
9
Causal mediation analysis with survival data.生存数据分析中的因果中介分析。
Epidemiology. 2011 Jul;22(4):582-5. doi: 10.1097/EDE.0b013e31821db37e.
10
Direct and indirect effects in a survival context.在生存环境中直接和间接的影响。
Epidemiology. 2011 Jul;22(4):575-81. doi: 10.1097/EDE.0b013e31821c680c.
Zotero 插件