[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
It is increasingly important to accurately and comprehensively estimate the effects of
particular clinical treatments. Although randomization is the current gold standard …
particular clinical treatments. Although randomization is the current gold standard …
A comparison of vaccine hesitancy of COVID-19 vaccination in China and the United States
Objectives: To investigate the differences in vaccine hesitancy and preference of the
currently available COVID-19 vaccines between two countries, namely, China and the …
currently available COVID-19 vaccines between two countries, namely, China and the …
The nature of crowd work and its effects on individuals' work perception
Crowd work reflects a new form of gainful employment on the Internet. We study how the
nature of the tasks being performed and financial compensation jointly shape work …
nature of the tasks being performed and financial compensation jointly shape work …
A practical guide to propensity score analysis for applied clinical research
Observational studies are often the only viable options in many clinical settings, especially
when it is unethical or infeasible to randomly assign participants to different treatment …
when it is unethical or infeasible to randomly assign participants to different treatment …
Quantifying the substitutability and complementarity between high-speed rail and air transport
This paper quantifies the substitution and complementary effects of high-speed rail (HSR) on
air travel demand in terms of both route traffic and airport enplanement. Employing the …
air travel demand in terms of both route traffic and airport enplanement. Employing the …
A practical guide for using propensity score weighting in R
A Olmos, P Govindasamy - Practical assessment, research …, 2019 - scholarworks.umass.edu
Propensity score weighting is one of the techniques used in controlling for selection biases
in non-experimental studies. Propensity scores can be used as weights to account for …
in non-experimental studies. Propensity scores can be used as weights to account for …
Criminal behavior and school discipline in juvenile justice-involved youth with autism
The objective was to delineate the prevalence of criminal behavior and school discipline in
juvenile justice-involved youth (JJY) with autism. A sample of 143 JJY with autism was …
juvenile justice-involved youth (JJY) with autism. A sample of 143 JJY with autism was …
Regulating non-financial reporting: evidence from European firms' environmental, social and governance disclosures and earnings risk
Purpose Motivated by the enactment of non-financial reporting regulations by the European
Parliament, this paper aims to investigate the impact of European Union (EU) directive …
Parliament, this paper aims to investigate the impact of European Union (EU) directive …
Fracture risk after gastric bypass surgery: a retrospective cohort study
KF Axelsson, M Werling, B Eliasson… - Journal of Bone and …, 2018 - academic.oup.com
Gastric bypass surgery constitutes the most common and effective bariatric surgery to treat
obesity. Gastric bypass leads to bone loss, but fracture risk following surgery has been …
obesity. Gastric bypass leads to bone loss, but fracture risk following surgery has been …
A brief guide to decisions at each step of the propensity score matching process
H Harris, SJ Horst - Practical Assessment, Research, and …, 2019 - scholarworks.umass.edu
Propensity score matching techniques are becoming increasingly common as they afford
applied practitioners the ability to account for systematic bias related to self-selection …
applied practitioners the ability to account for systematic bias related to self-selection …