Search Results - "Frigessi Di Rattalma, Arnoldo"
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Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error
Published in Journal of computational and graphical statistics (02-10-2018)“…In many problems involving generalized linear models, the covariates are subject to measurement error. When the number of covariates p exceeds the sample size…”
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Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows model
Published in Knowledge-based systems (15-12-2019)“…Clicking data, which exists in abundance and contains objective user preference information, is widely used to produce personalized recommendations in…”
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Time-aggregated mobile phone mobility data are sufficient for modelling influenza spread: the case of Bangladesh
Published in Journal of the Royal Society interface (01-06-2020)“…Human mobility plays a major role in the spatial dissemination of infectious diseases. We develop a spatio-temporal stochastic model for influenza-like disease…”
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A BAYESIAN MALLOWS APPROACH TO NONTRANSITIVE PAIR COMPARISON DATA: HOW HUMAN ARE SOUNDS?
Published in The annals of applied statistics (01-03-2019)“…We are interested in learning how listeners perceive sounds as having human origins. An experiment was performed with a series of electronically synthesized…”
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Lifetime ultraviolet radiation exposure and DNA methylation in blood leukocytes: The Norwegian Women and Cancer Study
Published in Scientific reports (2020)“…Article Open Access Published: 11 March 2020 Lifetime Ultraviolet Radiation Exposure and DNA Methylation in Blood Leukocytes: The Norwegian Women and Cancer…”
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EXTREME VALUE MODELLING OF WATER-RELATED INSURANCE CLAIMS
Published in The annals of applied statistics (01-03-2018)“…This paper considers the dependence between weather events, for example, rainfall or snow-melt, and the number of water-related property insurance claims…”
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Towards personalized computer simulation of breast cancer treatment: a multi-scale pharmacokinetic and pharmacodynamic model informed by multi-type patient data
Published in Cancer research (Chicago, Ill.) (2019)“…The usefulness of mechanistic models to disentangle complex multiscale cancer processes, such as treatment response, has been widely acknowledged. However, a…”
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Lifetime Ultraviolet Radiation Exposure and DNA Methylation in Blood Leukocytes: The Norwegian Women and Cancer Study
Published in Scientific reports (11-03-2020)“…Ultraviolet radiation (UVR) exposure is a leading cause of skin cancers and an ubiquitous environmental exposure. However, the molecular mechanisms relating…”
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Contrasting DCIS and invasive breast cancer by subtype suggests basal-like DCIS as distinct lesions
Published in NPJ breast cancer (2020)“…Ductal carcinoma in situ (DCIS) is a non-invasive type of breast cancer with highly variable potential of becoming invasive and affecting mortality. Currently,…”
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Bayesian Premium Rating with Latent Structure
Published in Scandinavian actuarial journal (01-01-2002)“…We propose a fully Bayesian approach to non-life risk premium rating, based on hierarchical models with latent variables for both claim frequency and claim…”
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