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Graphical Depiction of Longitudinal Study Designs in Health Care Databases

Annals of internal medicine, 2019-03, Vol.170 (6), p.398

2019

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High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

Epidemiology (Cambridge, Mass.), 2009-07, Vol.20 (4), p.512-522

2009

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Instrumental variable methods in comparative safety and effectiveness research

Pharmacoepidemiology and drug safety, 2010-06, Vol.19 (6), p.537-554

2010

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One-to-many propensity score matching in cohort studies

Pharmacoepidemiology and drug safety, 2012-05, Vol.21 (S2), p.69-80

2012

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Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates

American journal of epidemiology, 2011-12, Vol.174 (11), p.1213-1222

2011

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Using high-dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system

Pharmacoepidemiology and drug safety, 2012-01, Vol.21 (S1), p.41-49

2012

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Scalable Feature Engineering from Electronic Free Text Notes to Supplement Confounding Adjustment of Claims‐Based Pharmacoepidemiologic Studies

Clinical pharmacology and therapeutics, 2023-04, Vol.113 (4), p.832-838

2023

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Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0

Pharmacoepidemiology and drug safety, 2017-09, Vol.26 (9), p.1018-1032

2017

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Measuring prevalence and incidence of chronic conditions in claims and electronic health record databases

Clinical epidemiology, 2019-01, Vol.11, p.1-15

2019

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Effects of expanding the look‐back period to all available data in the assessment of covariates

Pharmacoepidemiology and drug safety, 2017-08, Vol.26 (8), p.890-899

2017

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Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0

Value in health, 2017-09, Vol.20 (8), p.1009-1022

2017

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Cardiovascular Risk in Rheumatoid Arthritis: Comparing TNF-α Blockade with Nonbiologic DMARDs

The American journal of medicine, 2013-08, Vol.126 (8), p.730.e9-730.e17

2013

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Real‐world evidence of bariatric surgery and cardiovascular benefits using electronic health records data: A lesson in bias

Diabetes, obesity & metabolism, 2021-07, Vol.23 (7), p.1453-1462

2021

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Diagnosis-wide analysis of COVID-19 complications: an exposure-crossover study

Canadian Medical Association journal (CMAJ), 2021-01, Vol.193 (1), p.E10-E18

2021

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The Role of Real‐World Evidence in FDA‐Approved New Drug and Biologics License Applications

Clinical pharmacology and therapeutics, 2022-01, Vol.111 (1), p.135-144

2022

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Association of SARS-CoV-2 Seropositive Antibody Test With Risk of Future Infection

JAMA internal medicine, 2021-05, Vol.181 (5), p.672

2021

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Metrics for covariate balance in cohort studies of causal effects

Statistics in medicine, 2014-05, Vol.33 (10), p.1685-1699

2014

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Cardiovascular Outcomes and Mortality in Patients Using Clopidogrel With Proton Pump Inhibitors After Percutaneous Coronary Intervention or Acute Coronary Syndrome

Circulation (New York, N.Y.), 2009-12, Vol.120 (23), p.2322-2329

2009

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Reply to the Letter by Arterburn D. et al. ("Bias in EHR‐based studies: Seeing the Forest for the Trees")

Diabetes, obesity & metabolism, 2021-07, Vol.23 (7), p.1694-1695

2021

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Emerging Analytical Techniques for Comparative Effectiveness Research

American journal of kidney diseases, 2013-01, Vol.61 (1), p.13-17

2013

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Real‐World Evidence for Assessing Pharmaceutical Treatments in the Context of COVID‐19

Clinical pharmacology and therapeutics, 2021-04, Vol.109 (4), p.816-828

2021

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Covariate Selection in High-Dimensional Propensity Score Analyses of Treatment Effects in Small Samples

American journal of epidemiology, 2011-06, Vol.173 (12), p.1404-1413

2011

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Near-Real-Time Monitoring of New Drugs: An Application Comparing Prasugrel Versus Clopidogrel

Drug safety, 2014-03, Vol.37 (3), p.151-161

2014

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Supplementing claims data with outpatient laboratory test results to improve confounding adjustment in effectiveness studies of lipid-lowering treatments

BMC medical research methodology, 2012-11, Vol.12 (1), p.180-180, Article 180

2012

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Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases

Computational statistics & data analysis, 2014-04, Vol.72, p.219-226

2014

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Graphical Depiction of Longitudinal Study Designs in Health Care Databases

High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

Instrumental variable methods in comparative safety and effectiveness research

One-to-many propensity score matching in cohort studies

Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates

Using high-dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system

Scalable Feature Engineering from Electronic Free Text Notes to Supplement Confounding Adjustment of Claims‐Based Pharmacoepidemiologic Studies

Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0

Measuring prevalence and incidence of chronic conditions in claims and electronic health record databases

Effects of expanding the look‐back period to all available data in the assessment of covariates

Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0

Cardiovascular Risk in Rheumatoid Arthritis: Comparing TNF-α Blockade with Nonbiologic DMARDs

Real‐world evidence of bariatric surgery and cardiovascular benefits using electronic health records data: A lesson in bias

Diagnosis-wide analysis of COVID-19 complications: an exposure-crossover study

The Role of Real‐World Evidence in FDA‐Approved New Drug and Biologics License Applications

Association of SARS-CoV-2 Seropositive Antibody Test With Risk of Future Infection

Metrics for covariate balance in cohort studies of causal effects

Cardiovascular Outcomes and Mortality in Patients Using Clopidogrel With Proton Pump Inhibitors After Percutaneous Coronary Intervention or Acute Coronary Syndrome

Reply to the Letter by Arterburn D. et al. ("Bias in EHR‐based studies: Seeing the Forest for the Trees")

Emerging Analytical Techniques for Comparative Effectiveness Research

Real‐World Evidence for Assessing Pharmaceutical Treatments in the Context of COVID‐19

Covariate Selection in High-Dimensional Propensity Score Analyses of Treatment Effects in Small Samples

Near-Real-Time Monitoring of New Drugs: An Application Comparing Prasugrel Versus Clopidogrel

Supplementing claims data with outpatient laboratory test results to improve confounding adjustment in effectiveness studies of lipid-lowering treatments

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases

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