artículo académico

• The impact of COVID-19 on deaths from dementia and Alzheimer’s disease in Chile: an analysis of panel data for 16 regions, 2017–2022.  LANCET REGIONAL HEALTH-AMERICAS.  33. 2024
• Indirect estimation of the need for palliative care during the COVID-19 pandemic: A descriptive cross-sectional study using mortality data in the Biobío Region, Chile.  PLOS ONE.  18(7). 2023
• ASSESSING THE EFFECTIVENESS OF QUARANTINE MEASURES DURING THE COVID-19 PANDEMIC IN CHILE USING BAYESIAN STRUCTURAL TIME SERIES MODELS.  INFECTIOUS DISEASE MODELLING.  7(4):625-636. 2022
• IMPACT OF COVID-19 ON DEATHS FROM RESPIRATORY DISEASES: PANEL DATA EVIDENCE FROM CHILE.  INFECTION ECOLOGY & EPIDEMIOLOGY.  12(1). 2022
• MULTIVARIATE KALMAN FILTERING FOR SPATIO-TEMPORAL PROCESSES.  STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT.  36(12):4337-4352. 2022
• TIME SERIES MODELS FOR FORECASTING THE NUMBER OF CASES OF SARS-COV-2 DOMINANT VARIANTS DURING THE EPIDEMIC WAVES IN CHILE.  REVISTA POLITECNICA.  50(3):17-26. 2022
• BOOTSTRAPPING REGRESSION MODELS WITH LOCALLY STATIONARY DISTURBANCES.  TEST.  30:341-363. 2021
• PREDICTION OF CONFIRMED CASES OF AND DEATHS CAUSED BY COVID-19 IN CHILE THROUGH TIME SERIES TECHNIQUES: A COMPARATIVE STUDY.  PLOS ONE.  16(4). 2021
• A KALMAN FILTER METHOD FOR ESTIMATION AND PREDICTION OF SPACE-TIME DATA WITH AN AUTOREGRESSIVE STRUCTURE.  JOURNAL OF STATISTICAL PLANNING AND INFERENCE.  203:117-130. 2019
• ESTIMATION OF SLOWLY TIME-VARYING TREND FUNCTION IN LONG MEMORY REGRESSION MODELS.  JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION.  88(10):1903-1920. 2018
• SPATIO-TEMPORAL ANALYSIS WITH SHORT- AND LONG-MEMORY DEPENDENCE: A STATE-SPACE APPROACH.  TEST.  27(1):221-245. 2018
• ESTIMATION AND PREDICTION OF TIME-VARYING GARCH MODELS THROUGH A STATE-SPACE REPRESENTATION: A COMPUTATIONAL APPROACH.  JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION.  87(12):2430-2449. 2017
• PARTIALLY LINEAR BETA REGRESSION MODEL WITH AUTOREGRESSIVE ERRORS.  TEST.  24:1-24. 2015
• MODIFIED MAXIMUM LIKELIHOOD ESTIMATION IN AUTOREGRESSIVE PROCESSES WITH GENERALIZED EXPONENTIAL INNOVATIONS 2014
• PARTIALLY LINEAR CENSORED REGRESSION MODELS USING HEAVY-TAILED DISTRIBUTIONS: A BAYESIAN APPROACH.  STATISTICAL METHODOLOGY.  18:14-31. 2014
• BAYESIAN MODELING OF AUTOREGRESSIVE PARTIAL LINEAR MODELS WITH SCALE MIXTURE OF NORMAL ERRORS.  JOURNAL OF APPLIED STATISTICS.  40(8):1796-1816. 2013
• COMPUTATIONAL STATISTICS & DATA ANALYSIS.  COMPUTATIONAL STATISTICS & DATA ANALYSIS.  62:52-69. 2013
• ESTIMATION AND FORECASTING OF LOCALLY STATIONARY PROCESSES.  JOURNAL OF FORECASTING.  32(1):86-96. 2013
• STATISCALS ANALYSIS OF LOCALLY STATIONARY PROCESSES.  CHILEAN JOURNAL OF STATISTICS.  4(2):133-149. 2013
• A PROPOSED REPARAMETRIZATION OF GAMMA DISTRIBUTION FOR THE ANALYSIS OF DATA OF RAINFALL-RUNOFF DRIVEN POLLUTION.  PROYECCIONES.  30(3):415-439. 2011
• ESTIMATION AND FORECASTING OF LOCALLY STATIONARY PROCESSES.  JOURNAL OF FORECASTING.  2011