Genetic matching for time-dependent treatments: a longitudinal extension and simulation study
Abstract Background Longitudinal matching can mitigate confounding in observational, real-world studies of time-dependent treatments. To date, these methods have required iterative, manual re-specifications to achieve covariate balance. We propose a longitudinal extension of genetic matching, a mach...
Main Authors: | Deirdre Weymann, Brandon Chan, Dean A. Regier |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2023-08-01
|
Series: | BMC Medical Research Methodology |
Subjects: | |
Online Access: | https://doi.org/10.1186/s12874-023-01995-5 |
Similar Items
-
A tailored use of the mahalanobis distance matching for causal effects estimation: A simulation study
by: Lateef Amusa, et al.
Published: (2022-07-01) -
Takes more than two to tango: Intrahousehold food system agency and its intricacies in South Africa
by: Saul Ngarava
Published: (2023-11-01) -
The role of military service in preventing depression in China: evidence from a nationally representative longitudinal survey
by: Haoran Li, et al.
Published: (2023-12-01) -
Propensity Score Matching Underestimates Real Treatment Effect, in a Simulated Theoretical Multivariate Model
by: Daniel Garcia Iglesias
Published: (2022-05-01) -
Propensity-score matching: a clinician’s guide
by: Andrew D Althouse
Published: (2016-06-01)