IEEE

Mitigating Berkson's Paradox with Neural Propensity Score Matching in E-Commerce Deals

Abstract: Within observational Data Science workloads, Berkson's paradox can lead to false causal inferences. One of the prominent quasi-experimental methods to mitigate this selection bias is ...
Frontiers

Application of propensity score matching in prognostic analysis of portal hypertension in hepatocellular carcinoma patients

Objective: To investigate the impact of portal hypertension on surgical prognosis after hepatectomy for hepatocellular carcinoma and assess the therapeutic value of concomitant splenic modulation ...
UroToday

Transvaginal Mesh Surgery Is Sufficient to Repair Pelvic Organ Prolapse Compared to Laparoscopic Sacrocolpopexy: A Propensity Score Matching Analysis.

Both laparoscopic sacrocolpopexy (LSC) and transvaginal mesh surgery (TVM) may provide favorable outcomes for patients with pelvic organ prolapse (POP). However, in our experience, LSC tends to be ...
Frontiers

Efficacy of neoadjuvant immunochemotherapy in locally advanced esophageal squamous cell carcinoma: a prospective cohort study with propensity-score matching

Background: This study compared the efficacy of neoadjuvant immunochemotherapy (nICT) followed by surgery versus upfront surgery for locally advanced esophageal squamous cell carcinoma (ESCC). Methods ...
Scientific Research Publishing

Kendall, M.A., Zander, T., Wolansky, R.L., Teixeira, L. and Kuo, P.C. (2025) Propensity Score Matching: A Step-by-Step Guide to Coding in R and Application in Observational ...

ABSTRACT: Background: Propensity score methods have become a cornerstone of modern causal inference, enabling researchers to approximate the conditions of randomized experiments in observational ...