A causal data fusion method for the general exposure and outcome
- Authors:
-
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine Shandong University Jinan Shandong P. R. China, Institute for Medical Dataology, Cheeloo College of Medicine Shandong University Jinan Shandong P. R. China
- Department of Biostatistics, School of Public Health Peking University Beijing P. R. China
- Department of Biostatistics, School of Public Health Peking University Beijing P. R. China, Shool of Mathematical sciences Peking University Beijing P. R. China
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1828989
- Resource Type:
- Publisher's Accepted Manuscript
- Journal Name:
- Statistics in Medicine
- Additional Journal Information:
- Journal Name: Statistics in Medicine; Journal ID: ISSN 0277-6715
- Publisher:
- Wiley Blackwell (John Wiley & Sons)
- Country of Publication:
- United Kingdom
- Language:
- English
Citation Formats
Li, Hongkai, Jia, Jinzhu, Yan, Ran, Xue, Fuzhong, and Geng, Zhi. A causal data fusion method for the general exposure and outcome. United Kingdom: N. p., 2021.
Web. doi:10.1002/sim.9239.
Li, Hongkai, Jia, Jinzhu, Yan, Ran, Xue, Fuzhong, & Geng, Zhi. A causal data fusion method for the general exposure and outcome. United Kingdom. https://doi.org/10.1002/sim.9239
Li, Hongkai, Jia, Jinzhu, Yan, Ran, Xue, Fuzhong, and Geng, Zhi. Tue .
"A causal data fusion method for the general exposure and outcome". United Kingdom. https://doi.org/10.1002/sim.9239.
@article{osti_1828989,
title = {A causal data fusion method for the general exposure and outcome},
author = {Li, Hongkai and Jia, Jinzhu and Yan, Ran and Xue, Fuzhong and Geng, Zhi},
abstractNote = {},
doi = {10.1002/sim.9239},
journal = {Statistics in Medicine},
number = ,
volume = ,
place = {United Kingdom},
year = {2021},
month = {11}
}
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https://doi.org/10.1002/sim.9239
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Works referenced in this record:
Guided Bayesian imputation to adjust for confounding when combining heterogeneous data sources in comparative effectiveness research
journal, March 2017
- Antonelli, Joseph; Zigler, Corwin; Dominici, Francesca
- Biostatistics, Vol. 18, Issue 3
Propensity Score Calibration in the Absence of Surrogacy
journal, April 2012
- Lunt, Mark; Glynn, Robert J.; Rothman, Kenneth J.
- American Journal of Epidemiology, Vol. 175, Issue 12
Adjustment for Missing Confounders Using External Validation Data and Propensity Scores
journal, March 2012
- McCandless, Lawrence C.; Richardson, Sylvia; Best, Nicky
- Journal of the American Statistical Association, Vol. 107, Issue 497
An historical perspective on meta-analysis: Dealing quantitatively with varying study results
journal, December 2007
- O'rourke, Keith
- Journal of the Royal Society of Medicine, Vol. 100, Issue 12
A sufficient condition for pooling data
journal, February 2008
- Eberhardt, Frederick
- Synthese, Vol. 163, Issue 3
Adjustment for Missing Confounders in Studies Based on Observational Databases: 2-Stage Calibration Combining Propensity Scores From Primary and Validation Data
journal, June 2014
- Lin, Hui-Wen; Chen, Yi-Hau
- American Journal of Epidemiology, Vol. 180, Issue 3
Causal data fusion methods using summary‐level statistics for a continuous outcome
journal, January 2020
- Li, Hongkai; Miao, Wang; Cai, Zheng
- Statistics in Medicine, Vol. 39, Issue 8
Adjusting Effect Estimates for Unmeasured Confounding with Validation Data using Propensity Score Calibration
journal, August 2005
- Stürmer, Til; Schneeweiss, Sebastian; Avorn, Jerry
- American Journal of Epidemiology, Vol. 162, Issue 3
Performance of Propensity Score Calibration--A Simulation Study
journal, March 2007
- Sturmer, T.; Schneeweiss, S.; Rothman, K. J.
- American Journal of Epidemiology, Vol. 165, Issue 10
Causal inference in statistics: An overview
journal, January 2009
- Pearl, Judea
- Statistics Surveys, Vol. 3, Issue 0
Combining Multiple Observational Data Sources to Estimate Causal Effects
journal, June 2019
- Yang, Shu; Ding, Peng
- Journal of the American Statistical Association, Vol. 115, Issue 531
Introduction to causal diagrams for confounder selection: Causal diagrams
journal, January 2014
- Williamson, Elizabeth J.; Aitken, Zoe; Lawrie, Jock
- Respirology, Vol. 19, Issue 3
The Effect of Body Mass Index on Fasting Blood Glucose After Initiation of Thiazide Therapy in Hypertensive Patients
journal, April 2008
- Siegel, D.; Meier, J.; Maas, C.
- American Journal of Hypertension, Vol. 21, Issue 4