Estimation of treatment effects in early-phase randomized clinical trials involving external control data

[RWD] conditional borrowing external data to establish a hybrid control arm in randomized clinical trials

(2022) Hongfei Li et al.   Journal of Biopharmaceutical Statistics

Matching design for augmenting the control arm of a randomized controlled trial using real-world data

(2022) Yingying Liu et al.   Journal of Biopharmaceutical Statistics

An adaptive design for early clinical development including interim decision for single‐arm trial with external controls or randomized trial

(2022) Heiko Götte et al.   PHARMACEUTICAL STATISTICS

A Simulation-Based Evaluation of Statistical Methods for Hybrid Real-World Control Arms in Clinical Trials

(2022) Mingyang Shan et al.   Statistics in Biosciences

Increasing Inclusiveness of Patient-Centric Clinical Evidence Generation in Oncology: Real-World Data and Clinical Trials

(2022) Jennifer H. Benbow et al.   American Society of Clinical Oncology educational book / ASCO. American Society of Clinical Oncology. Meeting

Augmenting control arms with real-world data for cancer trials: Hybrid control arm methods and considerations

(2022) W. Katherine Tan et al.   Contemporary Clinical Trials Communications

On weakly informative prior distributions for the heterogeneity parameter in Bayesian random‐effects meta‐analysis

(2021) Christian Rover et al.   Research Synthesis Methods

Incorporating propensity scores for evidence synthesis under bayesian framework: review and recommendations for clinical studies

(2021) Junjing Lin et al.   Journal of Biopharmaceutical Statistics

Progression‐free survival in oncological clinical studies: Assessment time bias and methods for its correction

(2021) Robert Miltenberger et al.   PHARMACEUTICAL STATISTICS

Bayesian leveraging of historical control data for a clinical trial with time‐to‐event endpoint

(2020) Satrajit Roychoudhury et al.   STATISTICS IN MEDICINE

Making apples from oranges: Comparing noncollapsible effect estimators and their standard errors after adjustment for different covariate sets

(2020) Rhian Daniel et al.   BIOMETRICAL JOURNAL

Incorporating individual historical controls and aggregate treatment effect estimates into a Bayesian survival trial: a simulation study

(2019) Caroline Brard et al.   BMC Medical Research Methodology

Propensity score matched augmented controls in randomized clinical trials: A case study

(2018) Junjing Lin et al.   PHARMACEUTICAL STATISTICS

Propensity‐score‐based priors for Bayesian augmented control design

(2018) Junjing Lin et al.   PHARMACEUTICAL STATISTICS

Model averaging for robust extrapolation in evidence synthesis

(2018) Christian Röver et al.   STATISTICS IN MEDICINE

Precision medicine needs randomized clinical trials

(2017) Everardo D. Saad et al.   Nature Reviews Clinical Oncology

Including historical data in the analysis of clinical trials: Is it worth the effort?

(2017) Joost van Rosmalen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Does Cox analysis of a randomized survival study yield a causal treatment effect?

(2015) Odd O. Aalen et al.   LIFETIME DATA ANALYSIS

Do single-arm trials have a role in drug development plans incorporating randomised trials?

(2015) Michael J. Grayling et al.   PHARMACEUTICAL STATISTICS

Multivariate and Propensity Score Matching Software with Automated Balance Optimization: TheMatchingPackage forR

(2015) Jasjeet S. Sekhon   Journal of Statistical Software

Robust meta-analytic-predictive priors in clinical trials with historical control information

(2014) Heinz Schmidli et al.   BIOMETRICS

Use of historical control data for assessing treatment effects in clinical trials

(2013) Kert Viele et al.   PHARMACEUTICAL STATISTICS

Summarizing historical information on controls in clinical trials

(2010) Beat Neuenschwander et al.   Clinical Trials

Randomized Phase II Trials: Inevitable or Inadvisable?

(2010) Hui K. Gan et al.   JOURNAL OF CLINICAL ONCOLOGY

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

The estimation of average hazard ratios by weighted Cox regression

(2009) Michael Schemper et al.   STATISTICS IN MEDICINE