3 papers
stat.ME2025
Informed Burn-In Decisions in RAR: Harmonizing Adaptivity and Inferential Precision Based on Study Setting
Lukas Pin, Stef Baas, Gianmarco Caruso +2
Response-Adaptive Randomization (RAR) is recognized for its potential to deliver improvements in patient benefit. However, the utility of RAR is contingent on regularization method…
stat.ME2024
A response-adaptive multi-arm design for continuous endpoints based on a weighted information measure
Gianmarco Caruso, Pavel Mozgunov
Multi-arm trials are gaining interest in practice given the statistical and logistical advantages they can offer. The standard approach uses a fixed allocation ratio, but there is…
stat.AP2023
Finite mixtures in capture-recapture surveys for modelling residency patterns in marine wildlife populations
Gianmarco Caruso, Pierfrancesco Alaimo Di Loro, Marco Mingione +3
In this work, the goal is to estimate the abundance of an animal population using data coming from capture-recapture surveys. We leverage the prior knowledge about the population's…