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of 205
pro vyhledávání: '"Consonni, Guido"'
Autor:
Consonni, Guido, Egidi, Leonardo
There is a growing interest in the analysis of replication studies of original findings across many disciplines. When testing a hypothesis for an effect size, two Bayesian approaches stand out for their principled use of the Bayes factor (BF), namely
Externí odkaz:
http://arxiv.org/abs/2401.00257
We consider a a collection of categorical random variables. Of special interest is the causal effect on an outcome variable following an intervention on another variable. Conditionally on a Directed Acyclic Graph (DAG), we assume that the joint law o
Externí odkaz:
http://arxiv.org/abs/2306.16068
An ongoing "reproducibility crisis" calls into question scientific discoveries across a variety of disciplines ranging from life to social sciences. Replication studies aim to investigate the validity of findings in published research, and try to ass
Externí odkaz:
http://arxiv.org/abs/2305.04064
Publikováno v:
2023, Psychological Methods
Replication studies are essential for assessing the credibility of claims from original studies. A critical aspect of designing replication studies is determining their sample size; a too small sample size may lead to inconclusive studies whereas a t
Externí odkaz:
http://arxiv.org/abs/2211.02552
Autor:
Castelletti, Federico, Consonni, Guido
Graphical models based on Directed Acyclic Graphs (DAGs) are widely used to answer causal questions across a variety of scientific and social disciplines. However, observational data alone cannot distinguish in general between DAGs representing the s
Externí odkaz:
http://arxiv.org/abs/2206.00755
Autor:
Castelletti, Federico, Consonni, Guido
Our motivation stems from current medical research aiming at personalized treatment using a molecular-based approach. The broad goal is to develop a more precise and targeted decision making process, relative to traditional treatments based primarily
Externí odkaz:
http://arxiv.org/abs/2106.03252
Autor:
Castelletti, Federico, Consonni, Guido
We consider a binary response which is potentially affected by a set of continuous variables. Of special interest is the causal effect on the response due to an intervention on a specific variable. The latter can be meaningfully determined on the bas
Externí odkaz:
http://arxiv.org/abs/2009.04795
Akademický článek
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Autor:
Paroli, Roberta, Consonni, Guido
In social and biomedical sciences testing in contingency tables often involves order restrictions on cell-probabilities parameters. We develop objective Bayes methods for order-constrained testing and model comparison when observations arise under pr
Externí odkaz:
http://arxiv.org/abs/1810.09750
Akademický článek
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