Experimental Design

Online Simulator-Based Experimental Design for Cognitive Model Selection
The problem of model selection with a limited number of experimental trials has received considerable attention in cognitive science, …
Alexander Aushev, Aini Putkonen, Grégoire Clarté, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes
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Estimating treatment effects from single-arm trials via latent-variable modeling
Randomized controlled trials (RCTs) are the accepted standard for treatment effect estimation but they can be infeasible due to ethical …
Manuel Haussmann, Tran Minh Son Le, Viivi Halla-Aho, Samu Kurki, Jussi Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki
PDF Cite DOI A new way to do controlled experiments in medicine: simulate the control
Estimating treatment effects from single-arm trials via latent-variable modeling