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   Articles with "using propensity" as a keyword



Using propensity scores to estimate effects of treatment initiation decisions: State of the science.

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recommendations! Published in 2020 at "Statistics in medicine"

DOI: 10.1002/sim.8866

Abstract: Confounding can cause substantial bias in nonexperimental studies that aim to estimate causal effects. Propensity score methods allow researchers to reduce bias from measured confounding by summarizing the distributions of many measured confounders in a… read more here.

Keywords: estimate effects; scores estimate; treatment; using propensity ... See more keywords

Bootstrap vs asymptotic variance estimation when using propensity score weighting with continuous and binary outcomes

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recommendations! Published in 2022 at "Statistics in Medicine"

DOI: 10.1002/sim.9519

Abstract: We used Monte Carlo simulations to compare the performance of asymptotic variance estimators to that of the bootstrap when estimating standard errors of differences in means, risk differences, and relative risks using propensity score weighting.… read more here.

Keywords: asymptotic variance; bootstrap; using propensity; sample sizes ... See more keywords
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Comparison between male and female breast cancer survival using propensity score matching analysis

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recommendations! Published in 2021 at "Scientific Reports"

DOI: 10.1038/s41598-021-91131-4

Abstract: Male breast cancer (MBC) is a rare disease. The few studies on MBC reported conflicting data regarding survival outcomes compared to women. This study has two objectives: to describe the characteristics of a single-cohort of… read more here.

Keywords: analysis; breast cancer; using propensity; mbc ... See more keywords

Code of Conduct: Using Propensity Scores to Evaluate Prison Misconduct Among Veterans in Prison

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recommendations! Published in 2024 at "Deviant Behavior"

DOI: 10.1080/01639625.2024.2365967

Abstract: ABSTRACT Over 16 million veterans live in the U.S. but unfortunately, military service is often associated with problematic readjustments back to civilian life, including contact with the criminal justice system. While research has explored the… read more here.

Keywords: misconduct; prison misconduct; conduct; using propensity ... See more keywords

Evaluation of Complementary and Integrative Health Approaches Among US Veterans with Musculoskeletal Pain Using Propensity Score Methods

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recommendations! Published in 2019 at "Pain Medicine"

DOI: 10.1093/pm/pny027

Abstract: Objectives To examine the treatment effectiveness of complementary and integrative health approaches (CIH) on chronic pain using Propensity Score (PS) methods. Design, Settings, and Participants A retrospective cohort of 309,277 veterans with chronic musculoskeletal pain… read more here.

Keywords: integrative health; health approaches; pain using; complementary integrative ... See more keywords

Reducing the Bias in Online Reviews Using Propensity Score Adjustment

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recommendations! Published in 2024 at "Cornell Hospitality Quarterly"

DOI: 10.1177/19389655231223364

Abstract: Online hotel reviews on platforms like TripAdvisor are crucial in shaping customer choices and steering business strategies in the hospitality sector. However, the effectiveness of these platforms is partially hindered by the self-selection bias found… read more here.

Keywords: propensity score; score adjustment; using propensity; online reviews ... See more keywords