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Focus Research
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Small
area estimation: EBLUP estimators, Mean Squared Error (MSE) calculation,
models with constraints, GLMM
1.-
Applications in official statistics: estimation of unemployment
rates per counties, estimation of economic magnitudes per industrial
sectors and/or geographical groups
2.-
Epidemiological applications: estimation of incidence
and mortality rates in local health areas, estimation of mortality
rates by professional activities
3.-
Agricultural applications: estimation of surfaces occupied by different
crops per counties, yield estimation
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Spatial
and temporal modelling: geostatistics, lattice data, CAR models,
robustness in spatial linear modes
1.-
Environmental applications: pollution studies in aquifers. Measurement
errors with GPS
2.-
Real Estate Applications: Modelling Dwelling Selling Prices
3.-
Spatio-temporal modelling of mortality and incidence rates
- Spatio Temporal Modeling in Satellite Images
1.- Detecting changing points
2.- Spatio-temporal models for trend detection.
3.- Idetification of Burned areas with Machine Learning.
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