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Detection and attribution of trends of meteorological extremes in Central America
We present an analysis to determine whether historical trends in extreme precipitation and temperature indices, as well as in yearly …
H. G. Hidalgo, Shu Wei Chou Chen, K. A. McKinnon, S. Pascale, D. Quesada-Chacón, E. J. Alfaro, P. Bautista-Solís, P. M. Pérez-Briceño, H. F. Diaz, T. Maldonado, E. R Rivera, T. Nakaegawa
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Unsupervised Detection of Anomaly in Public Procurement Processes
The procurement of goods and services in Public Administration is crucial for achieving institutional goals, with a focus on financial …
Jose Pablo Arroyo-Castro, Shu Wei Chou Chen
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Additive partial linear models with autoregressive symmetric errors and its application to the hospitalizations for respiratory diseases
Additive partial linear models with symmetric autoregressive errors of order p are proposed in this paper for modeling time series …
Shu Wei Chou Chen, Rodrigo A. Oliveira, Irina Raicher, Gilberto A. Paula
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Forecasting hospital discharges for respiratory conditions in Costa Rica using climate and pollution data
Respiratory diseases represent one of the most significant economic burdens on healthcare systems worldwide. The variation in the …
Shu Wei Chou Chen, Luis A. Barboza
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Bayesian spatio-temporal model with INLA for dengue fever risk prediction in Costa Rica
Due to the rapid geographic spread of the Aedes mosquito and the increase in dengue incidence, dengue fever has been an increasing …
Shu Wei Chou Chen, Luis A. Barboza, Paola Vásquez, Yury E. García, Juan G. Calvo, Hugo G. Hidalgo, Fabio Sanchez
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Common patterns between dengue cases, climate, and local environmental variables in Costa Rica; A wavelet approach
Dengue transmission poses significant challenges for public health authorities worldwide due to its susceptibility to various factors, …
Yury E. García, Shu Wei Chou Chen, Luis A. Barboza, Maria L. Daza-Torres, J. Cricelio Montesinos-López, Paola Vásquez, Juan G. Calvo, Miriam Nuño, Fabio Sanchez
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Patrones de movilidad en tiempos de COVID-19; Un enfoque con big data
Mobility in Costa Rica is a complex issue due to the lack of urban planning in Gran ÁreaMetropolitana (GAM). The global health crisis …
Steffan Gómez-Campos, Mariana Cubero-Corella, María Fernanda Salas García, Shu Wei Chou Chen
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Spatio-temporal downscaling emulator for regional climate models
Regional climate models (RCM) describe the mesoscale global atmospheric and oceanic dynamics and serve as dynamical downscaling models. …
Luis A. Barboza, Shu Wei Chou Chen, Marcela Alfaro Córdoba, Eric J. Alfaro, Hugo G. Hidalgo
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A two-step estimation procedure for locally stationary ARMA processes with tempered stable innovations
In this paper, we propose the tvARMA model with tempered stable innovations, which have lighter tails than the stable distribution and have finite moments. A two-step method is proposed to estimate this parametric model.
Shu Wei Chou Chen, Pedro A. Morettin
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Assessing dengue fever risk in Costa Rica by using climate variables and machine learning techniques
Objective. Dengue fever is a vector-borne disease affecting millions yearly, mostly in tropical and subtropical countries. Driven …
Luis A. Barboza, Shu Wei Chou Chen, Paola Vásquez, Yury E. García, Juan G. Calvo, Hugo G. Hidalgo, Fabio Sanchez
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