the statistical analysis of observational data, propensity score matching (PSM) is a statistical matching technique that attempts to estimate the effect...

effect of the treatment reducing bias due to confounding. Propensity score matching, an early matching technique, was developed as part of the Rubin causal...

to reduce the biases of observational studies with matching methods such as propensity score matching, which require large populations of subjects and extensive...

statistical methods have been developed for causal inference, such as propensity score matching. These methods attempt to correct for the assignment mechanism...

designs multiple time series design interrupted time series design propensity score matching or weighting instrumental variables Panel analysis Of all of these...

Citywide, Prospective, Observational Study of 223,128 Subjects Using Propensity Score Matching". Cureus (Erratum). 14 (3): c61. doi:10.7759/cureus.c61. PMC 8947948...

may use matching to compare units that nonrandomly received the treatment and control. One common approach is to use propensity score matching in order...

Double-First Class Construction Policy Influential? Analysis Using Propensity Score Matching". Sustainability. 15 (8): 6378. doi:10.3390/su15086378. ISSN 2071-1050...

attempt to allow for other risk factors for death (so-called propensity score matching). However, systematic reviews focusing on randomised controlled...

Domigue, Ben; Briggs, Derek C. (2009). "Using Linear Regression and Propensity Score Matching to Estimate the Effect of Coaching on the SAT". Multiple Linear...

business system that is linked to a specific technological platform Propensity score matching, a statistical method used to provide unbiased estimation of treatment-effects...

economics, including two widely cited papers on the evaluation of propensity score matching. He graduated in 1992 from Carleton University with the Governor...

form. DSE is facilitated by computer matching techniques that can be automated, such as propensity score matching. In the UK, all census formats are scanned...

for refractory epilepsy: a Nationwide Inpatient Sample–based propensity score matching analysis". Neurosurgical Focus. 48 (4): E11. doi:10.3171/2020...

bias. Matching involves comparing program participants with non-participants based on observed selection characteristics. Propensity score matching (PSM)...

biostatistician whose research includes causal inference and propensity score matching, and their application to comparative effectiveness research in...

using machine learning estimators (instead of parametric models). Propensity score matching Robins, JM; Rotnitzky, A; Zhao, LP (1994). "Estimation of regression...

"Hiring Domestic Help and Family Well-Being in Hong Kong: A Propensity Score Matching Analysis". Journal of Comparative Family Studies. 45: 489–490...

experiments Difference in differences Regression discontinuity designs Propensity score matching Instrumental variables estimation Consider an example where all...

command heckman provides the Heckman selection model. Propensity score matching – Statistical matching technique Roy model – Model for self-selection in economics...

is data quality. Methods that adjust for bias (such as using propensity score matching methods) assume that a complete health record is captured. Tools...

analysis) New public management Political feasibility analysis Propensity score matching Compare: Geva-May, Iris; Pal, Leslie A. (1999). "Policy Evaluation...

representative test of the marijuana gateway hypothesis using a propensity score matching design". Journal of Experimental Criminology. 18 (3): 497–514...

classmates. Other, well controlled longitudinal research that utilized propensity score matching indicates that exposure to gun violence in early adolescence is...

in Cervical Cancer including High Risk Factors of Recurrence: Propensity Score Matching". Cancers. 14 (16): 3863. doi:10.3390/cancers14163863. ISSN 2072-6694...

papers on the Rubin causal model in 1974–1980, seminal papers on propensity score matching in the early 1980s with Paul Rosenbaum, and a textbook on the...

Inferences: Propensity Score Matching, Heckman's Two-Stage Model, Interrupted Time Series, and Regression Discontinuity Models', 'Propensity Score Matching, Adjustment...

Laurence Steinbrerg and Kathryn Monahan has found that, using propensity score matching to control for other variables, television viewing of sexual media...

everything that is recorded about that individual. In a 1983 paper on propensity score matching, Rubin and Rosenbaum define the stronger condition of a treatment...

'White Victim Effect' and Death Penalty Decision-Making from a Propensity Score Matching Approach: The North Carolina Experience". Journal of Criminal...