3 papers
stat.AP2023
Bayesian sample size determination for multi-site replication studies
Konstantinos Bourazas, Guido Consonni, Laura Deldossi
An ongoing "reproducibility crisis" calls into question scientific discoveries across a variety of disciplines ranging from life to social sciences. Replication studies aim to inve…
stat.ME2022
A sub-sampling algorithm preventing outliers
L. Deldossi, E. Pesce, C. Tommasi
Nowadays, in many different fields, massive data are available and for several reasons, it might be convenient to analyze just a subset of the data. The application of the D-optima…
stat.ME2014
Objective Bayesian Model Discrimination in Follow-up Experimental Designs
Guido Consonni, Laura Deldossi
An initial screening experiment may lead to ambiguous conclusions regarding the factors which are active in explaining the variation of an outcome variable: thus adding follow-up r…