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Priming bias versus post-treatment bias in experimental designs
Conditioning on variables affected by treatment can induce post-treatment bias when estimating causal effects.
Methodology Applications
Monitoring the West-Nile virus outbreaks in Italy using open-access data
This paper introduces a comprehensive and original database on West Nile virus (WNV) outbreaks that have occurred in Italy from September 2012 to November 2022.
Applications
Domain Selection for Gaussian Process Data: An application to electrocardiogram signals
Gaussian Processes and the Kullback-Leibler divergence have been deeply studied in Statistics and Machine Learning.
Methodology 62
Truly Multivariate Structured Additive Distributional Regression
Alternative approaches to GAMLSS may allow for higher dimensional response vectors to be modelled jointly but often assume a fixed dependence structure not depending on covariates or are limited with respect to modelling flexibility or computational aspects.
Methodology
