Utilization of anonymization techniques to create an external control arm for clinical trial data

Reply to: On the difficulty of achieving differential privacy in practice: user-level guarantees in aggregate location data

(2022) Aleix Bassolas et al.   Nature Communications

On the difficulty of achieving Differential Privacy in practice: user-level guarantees in aggregate location data

(2022) Florimond Houssiau et al.   Nature Communications

Application of Real-World Data to External Control Groups in Oncology Clinical Trial Drug Development

(2022) Timothy A. Yap et al.   Frontiers in Oncology

Safety of the oral factor XIa inhibitor asundexian compared with apixaban in patients with atrial fibrillation (PACIFIC-AF): a multicentre, randomised, double-blind, double-dummy, dose-finding phase 2 study

(2022) Jonathan P Piccini et al.   LANCET

A Review of Causal Inference for External Comparator Arm Studies

(2022) Gerd Rippin et al.   DRUG SAFETY

Matching within a hybrid RCT/RWD: framework on associated causal estimands

(2022) Junjing Lin et al.   Journal of Biopharmaceutical Statistics

Real-World Evidence—Current Developments and Perspectives

(2022) Friedemann Schad et al.   International Journal of Environmental Research and Public Health

Reproducibility of real-world evidence studies using clinical practice data to inform regulatory and coverage decisions

(2022) Shirley V. Wang et al.   Nature Communications

Real-world evidence and product development: Opportunities, challenges and risk mitigation

(2021) Poobalan Naidoo et al.   WIENER KLINISCHE WOCHENSCHRIFT

Nordic Health Registry-Based Research: A Review of Health Care Systems and Key Registries

(2021) Kristina Laugesen et al.   Clinical Epidemiology

Current Status, Challenges, and Future Perspectives of Real-World Data and Real-World Evidence in Japan

(2021) Katsutoshi Hiramatsu et al.   Drugs - Real World Outcomes

Use of Real‐World Evidence to Drive Drug Development Strategy and Inform Clinical Trial Design

(2021) Simon Dagenais et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

The use of differential privacy for census data and its impact on redistricting: The case of the 2020 U.S. Census

(2021) Christopher T. Kenny et al.   Science Advances

Differential Privacy and Noisy Confidentiality Concepts for European Population Statistics

(2021) Fabian Bach   Journal of Survey Statistics and Methodology

Evaluating the re-identification risk of a clinical study report anonymized under EMA Policy 0070 and Health Canada Regulations

(2020) Janice Branson et al.   Trials

Advances in propensity score analysis

(2020) Peter C Austin   STATISTICAL METHODS IN MEDICAL RESEARCH

Synthetic and External Controls in Clinical Trials – A Primer for Researchers

(2020) Kristian Thorlund et al.   Clinical Epidemiology

First results of the “Lean European Open Survey on SARS-CoV-2-Infected Patients (LEOSS)”

(2020) Carolin E. M. Jakob et al.   INFECTION

Design and evaluation of a data anonymization pipeline to promote Open Science on COVID-19

(2020) Carolin E. M. Jakob et al.   Scientific Data

Trial designs using real‐world data: The changing landscape of the regulatory approval process

(2019) Elodie Baumfeld Andre et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Balancing Covariates via Propensity Score Weighting

(2017) Fan Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Real-world Data for Clinical Evidence Generation in Oncology

(2017) Sean Khozin et al.   JNCI-Journal of the National Cancer Institute

Real-world Data for Clinical Evidence Generation in Oncology

(2017) Sean Khozin et al.   JNCI-Journal of the National Cancer Institute

Why do we need observational studies of everyday patients in the real-life setting?: Table 1

(2015) Alexander T. Cohen et al.   EUROPEAN HEART JOURNAL SUPPLEMENTS

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

A Weighting Analogue to Pair Matching in Propensity Score Analysis

(2013) Liang Li et al.  

Quality of the Finnish Hospital Discharge Register: A systematic review

(2012) Reijo Sund   SCANDINAVIAN JOURNAL OF PUBLIC HEALTH

Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies

(2010) Peter C. Austin   PHARMACEUTICAL STATISTICS