List of works - Richard Wyss

A review of the performance of different methods for propensity score matched subgroup analyses and a summary of their application in peer-reviewed research studies.

scientific article published on 6 October 2017

Assessing the impact of propensity score estimation and implementation on covariate balance and confounding control within and across important subgroups in comparative effectiveness research

scientific article

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data.

scientific article published in January 2017

Commentary: Balancing automated procedures for confounding control with background knowledge

scientific article

Consequences of depletion of susceptibles for hazard ratio estimators based on propensity scores

scientific article published on 06 August 2020

Controlling Confounding in a Study of Oral Anticoagulants: Comparing Disease Risk Scores Developed Using Different Follow-Up Approaches

scientific article published on 15 July 2019

Controlling confounding by frailty when estimating influenza vaccine effectiveness using predictors of dependency in activities of daily living

scientific article published on 24 August 2017

Dupilumab and the risk of conjunctivitis and serious infection in patients with atopic dermatitis: a propensity score-matched cohort study

scientific article published on 07 October 2020

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

scientific article published on 01 November 2018

Evaluating the use of bootstrapping in cohort studies conducted with 1:1 propensity score matching-A plasmode simulation study

scientific article published on 24 April 2019

Extension of Disease Risk Score-Based Confounding Adjustments for Multiple Outcomes of Interest: An Empirical Evaluation

scientific article published on 01 November 2018

Greedy caliper propensity score matching can yield variable estimates of the treatment-outcome association-A simulation study

scientific article published on 25 March 2021

Matching on the disease risk score in comparative effectiveness research of new treatments

scientific article published on 25 June 2015

Model Misspecification When Excluding Instrumental Variables From PS Models in Settings Where Instruments Modify the Effects of Covariates on Treatment

scientific article

Propensity score methods for confounding control in nonexperimental research

scientific article

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods

scientific article published on 22 February 2019

Reducing Bias Amplification in the Presence of Unmeasured Confounding Through Out-of-Sample Estimation Strategies for the Disease Risk Score

scientific article

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses

scientific article published on 01 August 2018

Restriction of Pharmacoepidemiologic Cohorts to Initiators of Medications in Unrelated Preventive Drug Classes to Reduce Confounding by Frailty in Older Adults

scientific article published on 01 July 2019

Scalable collaborative targeted learning for high-dimensional data

scientific article published in January 2017

Serious infection risk in children with psoriasis on systemic treatment: a propensity score matched population-based study

scientific article published on 03 March 2020

The "Dry-Run" Analysis: A Method for Evaluating Risk Scores for Confounding Control

scientific article published on 6 March 2017

The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score

scientific article

Use of Time-Dependent Propensity Scores to Adjust Hazard Ratio Estimates in Cohort Studies with Differential Depletion of Susceptibles

scientific article published on 01 January 2020

Using Real-World Data to Predict Clinical and Economic Benefits of a Future Drug Based on its Target Product Profile

scientific article published on 12 June 2020

Using Super Learner Prediction Modeling to Improve High-dimensional Propensity Score Estimation

scientific article

Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study ⬇️

scientific article published on October 16, 2012

List of works by Richard Wyss

A review of the performance of different methods for propensity score matched subgroup analyses and a summary of their application in peer-reviewed research studies.

Assessing the impact of propensity score estimation and implementation on covariate balance and confounding control within and across important subgroups in comparative effectiveness research

Collaborative-controlled LASSO for constructing propensity score-based estimators in high-dimensional data.

Commentary: Balancing automated procedures for confounding control with background knowledge

Consequences of depletion of susceptibles for hazard ratio estimators based on propensity scores

Controlling Confounding in a Study of Oral Anticoagulants: Comparing Disease Risk Scores Developed Using Different Follow-Up Approaches

Controlling confounding by frailty when estimating influenza vaccine effectiveness using predictors of dependency in activities of daily living

Dupilumab and the risk of conjunctivitis and serious infection in patients with atopic dermatitis: a propensity score-matched cohort study

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

Evaluating the use of bootstrapping in cohort studies conducted with 1:1 propensity score matching-A plasmode simulation study

Extension of Disease Risk Score-Based Confounding Adjustments for Multiple Outcomes of Interest: An Empirical Evaluation

Greedy caliper propensity score matching can yield variable estimates of the treatment-outcome association-A simulation study

Matching on the disease risk score in comparative effectiveness research of new treatments

Model Misspecification When Excluding Instrumental Variables From PS Models in Settings Where Instruments Modify the Effects of Covariates on Treatment

Propensity score methods for confounding control in nonexperimental research

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods

Reducing Bias Amplification in the Presence of Unmeasured Confounding Through Out-of-Sample Estimation Strategies for the Disease Risk Score

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses

Restriction of Pharmacoepidemiologic Cohorts to Initiators of Medications in Unrelated Preventive Drug Classes to Reduce Confounding by Frailty in Older Adults

Scalable collaborative targeted learning for high-dimensional data

Serious infection risk in children with psoriasis on systemic treatment: a propensity score matched population-based study

The "Dry-Run" Analysis: A Method for Evaluating Risk Scores for Confounding Control

The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score

Use of Time-Dependent Propensity Scores to Adjust Hazard Ratio Estimates in Cohort Studies with Differential Depletion of Susceptibles

Using Real-World Data to Predict Clinical and Economic Benefits of a Future Drug Based on its Target Product Profile

Using Super Learner Prediction Modeling to Improve High-dimensional Propensity Score Estimation

Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation study ⬇️