2 citations · 3 across the 3 of their papers we have counts for
5 papers
Geostatistical models for zero-inflated data and extreme values
Soraia Pereira, Raquel Menezes, Maria Manuel Angélico +1
Understanding the spatial distribution of animals, during all their life phases, as well as how the distributions are influenced by environmental covariates, is a fundamental requi…
An Extreme Value Bayesian Lasso for the Conditional Left and Right Tails
Miguel de Carvalho, Soraia Pereira, Paula Pereira +1
We introduce a novel regression model for the conditional left and right tail of a possibly heavy-tailed response. The proposed model can be used to learn the effect of covariates…
Calibration methods for spatial Data
M A Amaral Turkman, K F Turkman, P de Zea Bermudez +3
In an environmental framework, extreme values of certain spatio-temporal processes, for example wind speeds, are the main cause of severe damage in property, such as electrical net…
Unemployment estimation: Spatial point referenced methods and models
Soraia Pereira, Kamil Feridun Turkman, Luis Correia +1
Portuguese Labor force survey, from 4th quarter of 2014 onwards, started geo-referencing the sampling units, namely the dwellings in which the surveys are carried. This opens new p…
Spatio-temporal analysis of regional unemployment rates: A comparison of model based approaches
Soraia Pereira, Feridun Turkman, Luis Correia
This study aims to analyze the methodologies that can be used to estimate the total number of unemployed, as well as the unemployment rates for 28 regions of Portugal, designated a…