Causal mediation analysis in nested case-control studies using conditional logistic regression

Kim, Young Min; Cologne, John B.; Jang, Euna; Lange, Theis; Tatsukawa, Yoshimi; Ohishi, Waka; Utada, Mai; Cullings, Harry M.

doi:10.1002/bimj.201900120

Title: Causal mediation analysis in nested case-control studies using conditional logistic regression

Journal Article · Tue Jun 30 00:00:00 EDT 2020 · Biometrical Journal

DOI:https://doi.org/10.1002/bimj.201900120· OSTI ID:1850249

^[1]; Cologne, John B. ^[2]; Jang, Euna ^[1];

^[3]; Tatsukawa, Yoshimi ^[4]; Ohishi, Waka ^[4]; Utada, Mai ^[5]; Cullings, Harry M. ^[2]

Department of Statistics Kyungpook National University 80 Daehak‐ro Daegu Republic of Korea
Department of Statistics Radiation Effects Research Foundation Hiroshima Hiroshima Prefecture Japan
Section of Biostatistics University of Copenhagen Copenhagen Denmark
Department of Clinical Studies Radiation Effects Research Foundation Hiroshima Hiroshima Prefecture Japan
Department of Epidemiology Radiation Effects Research Foundation Hiroshima Hiroshima Prefecture Japan

Not provided.

Cite

Export

Save

Research Organization:: National Academy of Sciences, Washington, DC (United States)

Sponsoring Organization:: USDOE Office of Environment, Health, Safety and Security (AU)

DOE Contract Number:: HS0000031

OSTI ID:: 1850249

Journal Information:: Biometrical Journal, Vol. 62, Issue 8; ISSN 0323-3847

Publisher:: Wiley

Country of Publication:: United States

Language:: English

References (33)

Odds Ratios for Mediation Analysis for a Dichotomous Outcome VanderWeele, T. J.; Vansteelandt, S. American Journal of Epidemiology, Vol. 172, Issue 12 https://doi.org/10.1093/aje/kwq332	journal	October 2010
Efficiency of Cohort Sampling Designs: Some Surprising Results Langholz, Bryan; Thomas, Duncan C. Biometrics, Vol. 47, Issue 4 https://doi.org/10.2307/2532407	journal	December 1991
Methods for the Analysis of Sampled Cohort Data in the Cox Proportional Hazards Model Borgan, O.; Goldstein, L.; Langholz, B. The Annals of Statistics, Vol. 23, Issue 5 https://doi.org/10.1214/aos/1176324322	journal	October 1995
Evaluating prognostic accuracy of biomarkers in nested case-control studies Cai, T.; Zheng, Y. Biostatistics, Vol. 13, Issue 1 https://doi.org/10.1093/biostatistics/kxr021	journal	August 2011
Risk set sampling in epidemiologic cohort studies Langholz, Bryan; Goldstein, Larry Statistical Science, Vol. 11, Issue 1 https://doi.org/10.1214/ss/1032209663	journal	January 1996
Mediation Analysis With Matched Case-Control Study Designs VanderWeele, Tyler J.; Tchetgen Tchetgen, Eric J. American Journal of Epidemiology, Vol. 183, Issue 9 https://doi.org/10.1093/aje/kww038	journal	April 2016
Asymptotic Theory for Nested Case-Control Sampling in the Cox Regression Model Goldstein, Larry; Langholz, Bryan The Annals of Statistics, Vol. 20, Issue 4 https://doi.org/10.1214/aos/1176348895	journal	December 1992
Bootstrap Methods and their Application Davison, A. C.; Hinkley, D. V. https://doi.org/10.1017/CBO9780511802843	book	January 1997
Causal Mediation Analysis With Survival Data VanderWeele, Tyler J. Epidemiology, Vol. 22, Issue 4 https://doi.org/10.1097/EDE.0b013e31821db37e	journal	January 2011
Noncancer Disease Incidence in Atomic Bomb Survivors, 1958–1998 Yamada, Michiko; Lennie Wong, F.; Fujiwara, Saeko Radiation Research, Vol. 161, Issue 6 https://doi.org/10.1667/RR3183	journal	June 2004
Reproducible research in statistics: A review and guidelines for the Biometrical Journal: Reproducible research in statistics Hofner, Benjamin; Schmid, Matthias; Edler, Lutz Biometrical Journal, Vol. 58, Issue 2 https://doi.org/10.1002/bimj.201500156	journal	December 2015
Prevalence of Hepatitis B Virus Infection among Atomic Bomb Survivors Fujiwara, Saeko; Sharp, Gerald B.; Cologne, John B. Radiation Research, Vol. 159, Issue 6 https://doi.org/10.1667/0033-7587(2003)159[0780:POHBVI]2.0.CO;2	journal	June 2003
The Bootstrap, the Jackknife, and the Randomization Test: A Sampling Taxonomy Rodgers, Joseph Lee Multivariate Behavioral Research, Vol. 34, Issue 4 https://doi.org/10.1207/S15327906MBR3404_2	journal	October 1999
Associations of Ionizing Radiation and Breast Cancer-Related Serum Hormone and Growth Factor Levels in Cancer-Free Female A-Bomb Survivors Grant, Eric J.; Neriishi, Kazuo; Cologne, John Radiation Research, Vol. 176, Issue 5 https://doi.org/10.1667/RR2631.1	journal	June 2011
Direct and Indirect Effects in a Survival Context Lange, Theis; Hansen, Jørgen V. Epidemiology, Vol. 22, Issue 4 https://doi.org/10.1097/EDE.0b013e31821c680c	journal	January 2011
Mediation analysis allowing for exposure–mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros. Valeri, Linda; VanderWeele, Tyler J. Psychological Methods, Vol. 18, Issue 2 https://doi.org/10.1037/a0031034	journal	June 2013
Longitudinal Trends of Total White Blood Cell and Differential White Blood Cell Counts of Atomic Bomb Survivors Hsu, Wan-Ling; Tatsukawa, Yoshimi; Neriishi, Kazuo Journal of Radiation Research, Vol. 51, Issue 4 https://doi.org/10.1269/jrr.09081	journal	January 2010
Bioavailable serum estradiol may alter radiation risk of postmenopausal breast cancer: a nested case-control study Grant, Eric J.; Cologne, John B.; Sharp, Gerald B. International Journal of Radiation Biology, Vol. 94, Issue 2 https://doi.org/10.1080/09553002.2018.1419303	journal	January 2018
Multiplicative Models and Cohort Analysis Breslow, N. E.; Lubin, J. H.; Marek, P. Journal of the American Statistical Association, Vol. 78, Issue 381 https://doi.org/10.1080/01621459.1983.10477915	journal	March 1983
A pseudolikelihood approach to analysis of nested case-control studies Samuelsen, S. Biometrika, Vol. 84, Issue 2 https://doi.org/10.1093/biomet/84.2.379	journal	June 1997
Methods of Cohort Analysis: Appraisal by Application to Asbestos Mining Liddell, F. D. K.; McDonald, J. C.; Thomas, D. C. Journal of the Royal Statistical Society. Series A (General), Vol. 140, Issue 4 https://doi.org/10.2307/2345280	journal	January 1977
Impact of radiation and hepatitis virus infection on risk of hepatocellular carcinoma Ohishi, Waka; Fujiwara, Saeko; Cologne, John B. Hepatology, Vol. 53, Issue 4 https://doi.org/10.1002/hep.24207	journal	April 2011
Improving the efficiency of nested case-control studies of interaction by selecting controls using counter matching on exposure Cologne, J. B. International Journal of Epidemiology, Vol. 33, Issue 3 https://doi.org/10.1093/ije/dyh097	journal	May 2004
Persistent subclinical inflammation among A-bomb survivors Neriishi, K.; Nakashima, E.; Delongchamp, R. R. International Journal of Radiation Biology, Vol. 77, Issue 4 https://doi.org/10.1080/09553000010024911	journal	January 2001
Survival Times: Aspects of Partial Likelihood Oakes, David International Statistical Review / Revue Internationale de Statistique, Vol. 49, Issue 3 https://doi.org/10.2307/1402606	journal	December 1981
Allowing for Random Errors in Radiation Dose Estimates for the Atomic Bomb Survivor Data Pierce, Donald A.; Stram, Daniel O.; Vaeth, Michael Radiation Research, Vol. 123, Issue 3 https://doi.org/10.2307/3577733	journal	September 1990
Does Cox analysis of a randomized survival study yield a causal treatment effect? Aalen, Odd O.; Cook, Richard J.; Røysland, Kjetil Lifetime Data Analysis, Vol. 21, Issue 4 https://doi.org/10.1007/s10985-015-9335-y	journal	June 2015
Statistics in Epidemiology: The Case-Control Study Breslow, N. E. Journal of the American Statistical Association, Vol. 91, Issue 433 https://doi.org/10.1080/01621459.1996.10476660	journal	March 1996
On Causal Mediation Analysis with a Survival Outcome Tchetgen Tchetgen, Eric J. The International Journal of Biostatistics, Vol. 7, Issue 1 https://doi.org/10.2202/1557-4679.1351	journal	January 2011
DS02R1: Improvements to Atomic Bomb Survivors’ Input Data and Implementation of Dosimetry System 2002 (DS02) and Resulting Changes in Estimated Doses Cullings, H. M.; Grant, E. J.; Egbert, S. D. Health Physics, Vol. 112, Issue 1 https://doi.org/10.1097/HP.0000000000000598	journal	January 2017
Conditional logistic analysis of case-control studies with complex sampling Langholz, B. Biostatistics, Vol. 2, Issue 1 https://doi.org/10.1093/biostatistics/2.1.63	journal	March 2001
Estimating the Proportion of Treatment Effect Explained by a Surrogate Marker Lin, D. Y.; Fleming, T. R.; De Gruttola, V. Statistics in Medicine, Vol. 16, Issue 13 https://doi.org/10.1002/(SICI)1097-0258(19970715)16:13<1515::AID-SIM572>3.0.CO;2-1	journal	July 1997
Controlled Direct and Mediated Effects: Definition, Identification and Bounds: Controlled direct and mediated effects Vanderweele, Tyler J. Scandinavian Journal of Statistics https://doi.org/10.1111/j.1467-9469.2010.00722.x	journal	December 2010

Similar Records

Causal mediation analysis in nested case‐control studies using conditional logistic regression

Journal Article · Tue Jun 30 00:00:00 EDT 2020 · Biometrical Journal · OSTI ID:1850249

Kim, Young Min; Cologne, John B.; Jang, Euna; +5 more

Design and analysis of nested case–control studies for recurrent events subject to a terminal event

Journal Article · Tue Jul 09 00:00:00 EDT 2019 · Statistics in Medicine · OSTI ID:1850249

Jazić, Ina; Haneuse, Sebastien; French, Benjamin; +2 more