Bayesian analysis of heterogeneous treatment effects for patient-centered outcomes research

Health Services and Outcomes Research Methodology ◽

10.1007/s10742-016-0159-3 ◽

2016 ◽

Vol 16 (4) ◽

pp. 213-233 ◽

Author(s):

Nicholas C. Henderson ◽

Thomas A. Louis ◽

Chenguang Wang ◽

Ravi Varadhan

Keyword(s):

Bayesian Analysis ◽

Outcomes Research ◽

Treatment Effects ◽

Patient Centered ◽

Heterogeneous Treatment Effects

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Lower versus higher oxygenation targets in critically ill patients with severe hypoxaemia: secondary Bayesian analysis to explore heterogeneous treatment effects in the Handling Oxygenation Targets in the Intensive Care Unit (HOT-ICU) trial

British Journal of Anaesthesia ◽

10.1016/j.bja.2021.09.010 ◽

2021 ◽

Author(s):

Thomas L. Klitgaard ◽

Olav L. Schjørring ◽

Theis Lange ◽

Morten H. Møller ◽

Anders Perner ◽

...

Keyword(s):

Intensive Care Unit ◽

Intensive Care ◽

Bayesian Analysis ◽

Critically Ill ◽

Critically Ill Patients ◽

Treatment Effects ◽

Heterogeneous Treatment Effects ◽

Severe Hypoxaemia

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Filling Two Major Gaps in the Analysis of Heterogeneity of Treatment Effects for Patient-Centered Outcomes Research

10.25302/7.2018.me.13035896 ◽

2018 ◽

Author(s):

Ravi Varadhan ◽

Thomas Louis ◽

Chenguang Wang ◽

Nicholas Henderson ◽

Carlos Weiss

Keyword(s):

Outcomes Research ◽

Treatment Effects ◽

Patient Centered ◽

Heterogeneity Of Treatment Effects

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Refining a traditional urban-rural classification approach to better assess heterogeneity of treatment effects in patient-centered outcomes research

MethodsX ◽

10.1016/j.mex.2021.101299 ◽

2021 ◽

pp. 101299

Author(s):

Satya Surbhi ◽

Elizabeth A. Tolley ◽

Ronald E. Cossman ◽

Ankur A. Dashputre ◽

James E. Bailey

Keyword(s):

Outcomes Research ◽

Treatment Effects ◽

Patient Centered ◽

Classification Approach ◽

Urban Rural ◽

Heterogeneity Of Treatment Effects

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beanz: An R Package for Bayesian Analysis of Heterogeneous Treatment Effects with a Graphical User Interface

Journal of Statistical Software ◽

10.18637/jss.v085.i07 ◽

2018 ◽

Vol 85 (7) ◽

Author(s):

Chenguang Wang ◽

Thomas A. Louis ◽

Nicholas C. Henderson ◽

Carlos O. Weiss ◽

Ravi Varadhan

Keyword(s):

User Interface ◽

Bayesian Analysis ◽

Graphical User Interface ◽

Treatment Effects ◽

R Package ◽

Heterogeneous Treatment Effects

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Supplemental Material for Educating the Psychology Workforce in the Age of the Affordable Care Act: A Graduate Course Modeled After the Priorities of the Patient-Centered Outcomes Research Institute (PCORI)

Training and Education in Professional Psychology ◽

10.1037/tep0000094.supp ◽

2015 ◽

Keyword(s):

Affordable Care Act ◽

Outcomes Research ◽

Patient Centered ◽

Graduate Course ◽

The Affordable Care Act ◽

Psychology Workforce ◽

Research Institute

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Modeling heterogeneous treatment effects in the presence of endogeneity

Econometric Reviews ◽

10.1080/07474938.2021.1927548 ◽

2021 ◽

pp. 1-14

Author(s):

Giacomo Benini ◽

Stefan Sperlich

Keyword(s):

Treatment Effects ◽

Heterogeneous Treatment Effects

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Methodological standards for qualitative and mixed methods patient centered outcomes research

BMJ ◽

10.1136/bmj.m4435 ◽

2020 ◽

pp. m4435

Author(s):

Bridget Gaglio ◽

Michelle Henton ◽

Amanda Barbeau ◽

Emily Evans ◽

David Hickam ◽

...

Keyword(s):

Mixed Methods ◽

Outcomes Research ◽

Patient Centered

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Assessing and communicating heterogeneity of treatment effects for patient subpopulations: Keynote and panel discussion on communicating heterogeneous treatment effects across populations

Pharmaceutical Statistics ◽

10.1002/pst.2123 ◽

2021 ◽

Author(s):

James Heyward ◽

Milena Lolic ◽

Catherine Spong ◽

David Atkins ◽

Gene Pennello ◽

...

Keyword(s):

Treatment Effects ◽

Panel Discussion ◽

Heterogeneous Treatment Effects ◽

Heterogeneity Of Treatment Effects

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Robust estimation of heterogeneous treatment effects using electronic health record data

Statistics in Medicine ◽

10.1002/sim.8926 ◽

2021 ◽

Author(s):

Ruohong Li ◽

Honglang Wang ◽

Wanzhu Tu

Keyword(s):

Electronic Health Record ◽

Robust Estimation ◽

Treatment Effects ◽

Health Record ◽

Electronic Health Record Data ◽

Heterogeneous Treatment Effects ◽

Record Data ◽

Electronic Health

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Stakeholder impact on the implementation of integrated care: Opportunities to consider for patient-centered outcomes research

Contemporary Clinical Trials ◽

10.1016/j.cct.2020.106256 ◽

2020 ◽

pp. 106256

Author(s):

Shannon M. Kearney ◽

Kelly Williams ◽

Cara Nikolajski ◽

Margaret Park ◽

Kevin L. Kraemer ◽

...

Keyword(s):

Integrated Care ◽

Outcomes Research ◽

Patient Centered

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