[PDF][PDF] P. Austin. Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies …

C Mack, R Glynn, M Brookhart, W Carpenter, A Meyer… - svn.r-project.org
… We conclude with a short comparison of the features and a run-time comparison on a typical
… a small run-time comparison instead. We compare the different implementations on some …

To use or not to use propensity score matching?

J Wang - Pharmaceutical Statistics, 2021 - Wiley Online Library
caliper width on biases due to mismatching in matched samples and due to the difference
between matched … PS, SE in estimates and number of matched pairs by caliper width (SD) with …

… on the maximum number of controls matched to each treated subject on the performance of full matching on the propensity score when estimating risk differences

PC Austin, EA Stuart - Statistics in Medicine, 2021 - Wiley Online Library
… within matched-set differences in the propensity score between … full matching to refer to
optimal full matching. A refinement of optimal full matching is optimal full matching with a caliper

[HTML][HTML] Propensity score matching with R: conventional methods and new features

QY Zhao, JC Luo, Y Su, YJ Zhang… - Annals of translational …, 2021 - ncbi.nlm.nih.gov
… required to estimate PS (CS 12.1%, CSS 8.8%), neglected comparisons of baseline …
the width of calipers. Distance is the difference of propensity scores between a matched pair…

Comparison of Nearest Neighbor and Caliper Algorithms in Outcome Propensity Score Matching to Study the Relationship between Type 2 Diabetes and Coronary …

SS Tousi, H Tabesh, A Saki… - … of Biostatistics and …, 2021 - publish.kne-publishing.com
compare the performance of two propensity score matching algorithms called the nearest
neighbor matching and the caliper matchingestimating differences in means and differences

Best practice guidelines for propensity score methods in medical research: consideration on theory, implementation, and reporting. A review

JW Chen, DR Maldonado, BL Kowalski… - … : The Journal of …, 2022 - Elsevier
… and a caliper width of 0.2 of the standard deviation of the logit of the estimated propensity
score. … While hypothesis testing is a common strategy, calculating standardized difference is …

Aspects of the use of propensity score matching methods in neurosurgery

AV KRUTKO, SA AKHMETYANOV, K ORLOV… - Coluna …, 2020 - SciELO Brasil
… we recommend matching on the logit of the propensity score using calipers of width equal to
… a proper mathematical model to calculate the propensity score and select the parameters of …

Greedy caliper propensity score matching can yield variable estimates of the treatment‐outcome association—A simulation study

JJ Komen, SV Belitser, R Wyss… - … and drug safety, 2021 - Wiley Online Library
… We varied the caliper width using 0.2 and 0.01 of the standard deviation of the … the mean
number of matched subjects. We only present the results for the matching with a caliper width of …

Introduction to applied statistics—chapter 1 propensity score analysis

H Yasunaga - Annals of Clinical Epidemiology, 2020 - jstage.jst.go.jp
… how to use propensity score analysis as a tool for estimating treatment effects with … matching
within a caliper width equal to 0.2 or 0.25 of the standard deviation of the propensity score

[PDF][PDF] The performance of largest caliper matching through monte carlo simulation and an application to support data

S Mahmood - Journal of Data Science, 2020 - researchgate.net
… Austin (2011) observed optimal calipers of width equal to 0.2 of the standard deviation of
the logit of the propensity score when estimating differences in means and differences in …