Journal of the Italian Statistical Society
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Sequential experimental design and response optimisation
Journal of the Italian Statistical Society - - 2002
Assessing repeatability and reproducibility using hierarchical modeling: a case-study of distortion product otoacoustic emissions
Journal of the Italian Statistical Society - Tập 19 - Trang 567-585 - 2010
We present how the repeatability and reproducibility of a measurement device can be estimated from a suitably defined hierarchical linear model. The methodology is illustrated using a collection of eight data sets which consist of the distortion product otoacoustic emission recordings collected from both ears of ten young Sprague-Dawley rats at different frequencies under eight different recording......
Hierarchical Bayes small area estimation for county-level health prevalence to having a personal doctor
Journal of the Italian Statistical Society - - Trang 1-21 - 2022
The complexity of survey data and the availability of data from auxiliary sources motivate researchers to explore estimation methods that extend beyond traditional survey-based estimation. The U.S. Centers for Disease Control and Prevention’s Behavioral Risk Factor Surveillance System (BRFSS) collects a wide range of health information, including whether respondents have a personal doctor. While t......
Bayesian univariate space-time hierarchical model for mapping pollutant concentrations in the municipal area of Taranto
Journal of the Italian Statistical Society - - 2012
Perceived climate change risk and global green activism among young people
Journal of the Italian Statistical Society - Tập 32 - Trang 1167-1195 - 2023
In recent years, the increasing number of natural disasters has raised concerns about the sustainability of our planet’s future. As young people comprise the generation that will suffer from the negative effects of climate change, they have become involved in a new climate activism that is also gaining interest in the public debate thanks to the Fridays for Future (FFF) movement. This paper analys......
D-optimal experimental designs for a growth model applied to a Holstein-Friesian dairy farm
Journal of the Italian Statistical Society - Tập 24 - Trang 491-505 - 2014
The body mass growth of organisms is usually represented in terms of what is known as ontogenetic growth models, which represent the relation of dependence between the mass of the body and time. This paper discusses design issues of West’s ontogenetic growth model applied to a Holstein-Friesian dairy farm in the northwest of Spain. D-optimal experimental designs were computed to obtain an optimal ......
Logistic regression and other discrete data models for serially correlated observations
Journal of the Italian Statistical Society - Tập 3 - Trang 169-179 - 1994
We consider the analysis of discrete serially correlated data in the presence of time dependent covariates. If the interest is to relate the covariates to the marginal distribution of the data, Markov chains are an obvious tool to consider, but their use is complicated by the fact that they are expressed in terms of transitional rather than marginal probabilities. We show how to parametrize the tr......
Threshold selection in jump-discriminant filter for discretely observed jump processes
Journal of the Italian Statistical Society - - 2010
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