Francisco José Vázquez Polo

Catedrático de Universidad.
Director del Departamento. Coordinador de Grupo de Investigación.

Grupo de Investigación:


Información General

Docencia actual:

Áreas de interés:

Bayesian statistics, Bayesian robustness, Bayesian methods with applications in economics and related fields: auditing, actuarial statistics, cost-effectiveness tools in economic evaluation of health technologies, and environmental and resource economics, among others.


Datos de Contacto

Edificio de Economía, Empresa y Turismo.
Módulo D. Campus de Tafira.
E-35017 Las Palmas de Gran Canaria.

accedacris.ulpgc.es/cris/rp/rp01819

Google Scholar profile

ORCID: 0000-0002-0632-6138

+34 928 451 806

Despacho: D4.09



A Bayesian model for online customer reviews data in tourism research: a robust analysis
E. Gómez-Déniz, M. Martel-Escobar, F.J. Vázquez-Polo. Cogent Business & Management, 2024, 11 (1), pp. e - 2363592.   Fulltext   Abstract
Journal article


Modelos Bayesianos
M.A. Negrín, F.J. Vázquez-Polo. 2023. In: Modelos analíticos de decisión en evaluación económica: tipos, metodología, análisis y comunicación de resultados Vol. 1 (J. Soto, M.A. Casado, I. Oyagüez, Eds.). Madrid: Fundación Porib, pp. 394 - 416. ISBN: 978-84-19781-33-8.   Fulltext   Abstract
Chapter

Managing score heterogeneity between online consumer review websites
M. Martel-Escobar, C. González-Martel, F.J. Vázquez-Polo. Cogent Social Sciences, 2023, 9 (2), pp. e - 2267261.   Fulltext   Abstract
Journal article

Bayesian heterogeneity in a meta-analysis with two studies and binary data
M. Martel-Escobar, M.A. Negrín, F.J. Vázquez-Polo. Journal of Applied Statistics, 2023, 50 (13), pp. 2760 - 2776.   Fulltext   Abstract
Journal article

Conditional tail expectation and premium calculation under asymmetric loss
E. Calderín, E. Gómez-Déniz, F.J. Vázquez-Polo. Axioms, 2023, 12 (5), pp. e - 496.   Fulltext   Abstract
Journal article


A Bayesian homogeneity test for comparing Poisson populations
F.J. Girón, M. Martel-Escobar, F.J. Vázquez-Polo. Applied Stochastic Models in Business and Industry, 2022, 38 (6), pp. 1158 - 1171.   Fulltext   Abstract
Journal article

Contagious statistical distributions: connections and applications in infectious disease environments
V. García-García, M. Martel-Escobar, F.J. Vázquez-Polo. PLOS ONE, 2022, 17 (5), pp. e - 0268810.   Fulltext   Abstract
Journal article

Exact credibility reference Bayesian premiums
E. Gómez-Déniz, F.J. Vázquez-Polo. Insurance: Mathematics and Economics, 2022, 105, pp. 128 - 143.   Fulltext   Abstract
Journal article

Effectiveness of CPAP vs noninvasive ventilation base don disease severity in obesity hypoventilation síndrome and coconomitant severe obstructive sleep apnea
JF. Masa, I. Benítez, MA. Sánchez-Quiroga, F.J. Gómez de Terreros, J. Corral, A. Romero, C. Caballero-Eraso, M.L. Alonso-Álvarez, E. Ordax-Carbajo, M.F. Troncoso, M. González, S. López- Martín, S. Martí, T. Díaz-Cambriles, E. Chiner, C. Egea, J. Barca, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar, F. Barbé, B. Mokhlesi, and on behalf of the Spanish Sleep Network. Archivos de Bronconeumología, 2022, 58 (3), pp. 228 - 236.   Fulltext   Abstract
Journal article


Bayesian meta-analysis for binary data and prior distribution on models
M.A. Negrín, M. Martel-Escobar, F.J. Vázquez-Polo. International Journal of Environmental Research and Public Health, 2021, 18 (2), pp. 809 - 827.   Fulltext   Abstract
Journal article

Objective Bayesian model choice for non nested families: the case of the Poisson and the negative binomial
E. Moreno, C. Martínez, F.J. Vázquez-Polo. TEST, 2021, 30, pp. 255 - 273.   Fulltext   Abstract
Journal article


Meta-analysis with few studies and binary data: a Bayesian Model Averaging approach
F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar. Mathematics, 2020, 8 (12), pp. 2159 - 2172.   Fulltext   Abstract
Journal article

Long-term noninvasive ventilation in Obesity Hypoventilation Syndrome without severe OSA: the Pickwick randomized controlled trial
JF. Masa, I. Benítez, MA. Sánchez-Quiroga, F.J. Gómez de Terreros, J. Corral, A. Romero, C. Caballero-Eraso, M.L. Alonso-Álvarez, E. Ordax-Carbajo, T. Gómez-García, M. González, S. López- Martín, JM. Marín, S. Martí, T. Díaz-Cambriles, E. Chiner, C. Egea, J. Barca, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar, F. Barbé, B. Mokhlesi, and on behalf of the Spanish Sleep Network. CHEST, 2020, 158 (3), pp. 1176 - 1186.   Fulltext   Abstract
Journal article

Cost-effectiveness of positive airway pressure modalities in obesity hypoventilation syndrome with severe obstructive sleep apnoea
JF. Masa, B. Moklesi, I. Benítez, FJ. Gómez, MA. Sánchez-Quiroga, A. Romero, C. Caballero, ML. Alonso-Álvarez, E. Ordax-Carbajo, T Gómez-García, M. González, S. López-Martín, JM. Marín, S. Martí, T. Díaz-Cambriles, E. Chiner, C. Egea, J. Barca, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar, F. Barbé, J. Corral-Peñafiel, on behalf of the Spanish Sleep Network. Thorax, 2020, 75 (6), pp. 459 - 467.   Fulltext   Abstract
Journal article

Generalizing exponential distributions using an extended Marshall-Olkin procedure
V. García, M. Martel-Escobar, F.J. Vázquez-Polo. Symmetry, 2020, 12 (3), pp. 464 - 464.   Fulltext   Abstract
Journal article

Echocardiographic changes with positive airway pressure therapy in obesity hypoventilation syndrome: long-term pickwick randomized controlled trial
J.F. Masa , B. Mokhlesi, I. Benítez, M.V. Mogollón, F.J. Gómez de Terreros, M.A. Sánchez-Quiroga, A. Romero, C. Caballero-Eraso, M.L. Alonso-Álvarez, E. Ordax-Carbajo, T. Gómez-García, M. González, S. López-Martín, J.M. Marín , S. Martí, T. Díaz-Cambriles, E. Chiner, C. Egea, J. Barca, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar, F. Barbe, J. Corral and on behalf of the Spanish Sleep Network. American Journal of Respiratory and Critical Care Medicine, 2020, 201 (5), pp. 586 - 597.   Fulltext   Abstract
Journal article


Comprehensive management of obstructive sleep apnea by telemedicine: clinical improvement and cost-effectiveness of a virtual sleep unit. A randomized control trial.
V. Lugo-Arrúa, O. Garmendia, M. Suárez-Girón, M. Torres, F.J. Vázquez-Polo, M.A. Negrín, A. Moraleda, M. Román, M. Puig, C. Ruíz, C. Egea, J.F. Masa, R. Farré, J.M. Montserrat. PLoS ONE, 2019, 14 (10), pp. e0224069 - e0224069.   Fulltext   Abstract
Journal article

Bayesian cost-effectiveness analysis of medical treatments
E. Moreno, F.J. Vázquez-Polo, M.A. Negrín. 2019. Boca Raton, FL (USA): Chapman & Hall / CRC . ISBN: 9781138731738.   Fulltext   Abstract
Book

Long-term clinical effectiveness of continuous positive airway pressure therapy versus non-invasive ventilation therapy in patients with obesity hypoventilation syndrome: a multicentre, open-label, randomised controlled trial
J.F. Masa, B. Mokhlesi, I. Benítez, F.J. Gómez de Terreros, M.A. Sánchez-Quiroga, A. Romero, C. Caballero-Eraso, J. Terán-Santos, M.L. Alonso-Álvarez, M.F. Troncoso, M. González, S. López-Martín, J.M. Marín, S. Martí, T. Díaz-Cambriles, E. Chiner, C. Egea, J. Barca, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar, F. Barbé, J. Corral. Lancet, 2019, 393 (10182), pp. 1721 - 1732.   Fulltext   Abstract
Journal article

Subgroup optimal decisions in cost-effectiveness analysis
E. Moreno, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar. 2019. In: Advances in Intelligent Systems and Computing Vol. Decision Economics (E. Bucciarelli, Shu-Heng Chen & J.M. Corchado, Eds.). The Netherlands: Springer , pp. 67 - 74. ISBN: 978-3-319-99697-4.   Fulltext   Abstract
Chapter


Statistical issues in Bayesian cost-effectiveness analysis
E. Moreno, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar. 2018. In: BIOSTAT at 25 Vol. 1 (M. Di Bacco & F. Scalfari, Eds.). Pisa: ETS Edizioni, pp. 195 - 203. ISBN: 978-884675409-7.   Fulltext
Chapter

A note on ordering probability distributions by skewness
V. García, M. Martel-Escobar, F.J. Vázquez-Polo. Symmetry, 2018, 10 (7), pp. 286 - 299.   Fulltext   Abstract
Journal article

Using a Bayesian structural time-series model to infer the causal impact on cigarette sales of partial and total bans on public smoking
J. Pinilla, M.A. Negrín, B. González López-Valcárcel, F.J. Vázquez-Polo. Journal of Economics and Statistics, 2018, 238 (5), pp. 423 - 439.   Fulltext   Abstract
Journal article

Bayesian meta-analysis: the role of the between sample heterogeneity
E. Moreno, F.J. Vázquez-Polo, M.A. Negrín. Statistical Methods in Medical Research, 2018, 27 (12), pp. 3643 - 3657.   Fulltext   Abstract
Journal article

Bayesian Inference in auditing with partial prior information using maximum entropy priors
M. Martel-Escobar, F.J. Vázquez-Polo, A. Hernández-Bastida. Entropy, 2018, 20 (12), pp. 919 - 928.   Fulltext   Abstract
Journal article


The Bayesian cost-effectiveness decision problem
E. Moreno, F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar. 2017. In: Advances in Intelligent Systems and Computing Vol. Decision Economics (E. Bucciarelli & Shu-Heng Chen, Eds.). The Netherlands: Springer (Aceptado). ISBN: 978-3-319-60882-2.   Fulltext   Abstract
Chapter

The Modified Borel-Tanner (MBT) distribution and its regression model associated
E. Gómez-Déniz, F.J. Vázquez-Polo, V.J. García. REVSTAT- Statistical Journal, 2017, 15 (3), pp. 425 - 442.   Fulltext   Abstract
Journal article


Cost-effectiveness analysis for heterogeneous samples
E. Moreno, F.J. Girón, F.J. Vázquez-Polo. European Journal of Operational Research, 2016, 254 (1), pp. 127 - 137.   Fulltext   Abstract
Journal article

Bayesian robustness in meta-analysis for studies with zero responses
F.J. Vázquez-Polo, E. Moreno, M.A. Negrín, M. Martel-Escobar. Pharmaceutical Statistics, 2016, 15 (3), pp. 230 - 237.   Fulltext   Abstract
Journal article

Bayesian approach to evidence synthesis
F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar. 2016. In: Umbrella Reviews: Evidence Synthesis with Overviews of Reviews and Meta-Epidemiologic Studies Vol. 2 (G. Biondi-Zoccai, Eds.). New York: Springer, pp. 155 - 160. ISBN: 978-3-319-25655-9.   Fulltext   Abstract
Chapter

A Marshall-Olkin family of heavy-tailed distributions which includes the lognormal one
V.J. García, E. Gómez-Déniz, F.J. Vázquez-Polo. Communications in Statistics: Theory & Methods, 2016, 45 (7), pp. 2023 - 2044.   Fulltext   Abstract
Journal article




Evaluación Económica y Meta-Análisis: Soluciones Bayesianas en Economía de la Salud
I.P. / P.I: M.A. Negrín / F.J. Vázquez Polo.
Otros Colaboradores / Co-I: N. Dávila, J.M Pérez, E. Gómez-Déniz, M. Martel-Escobar, M.A. Negrín, F.J. Vázquez-Polo, E. Calderín.
Año inicial / Start date: 2022.
Duración / Duration: 4 Años / Years.
Entidad financiadora / Financing Entity: MINISTERIO DE CIENCIA E INNOVACION.
Número de referencia / Reference number: PID2021-127989OB-I00.

Project


Aportaciones a la Toma de Decisiones Bayesianas Óptimas: Aplicaciones Al Coste-Efectividad Con Datos Clínicosy Al Análisis de Riestos Con Datos Acturiales.
I.P. / P.I: F.J. Vázquez-Polo.
Otros Colaboradores / Co-I: M.A. Negrín, E. Gómez-Déniz, M. Martel-Escobar, F.J. Vázquez-Polo, V. García, E. Moreno, F.J. Girón, .
Año inicial / Start date: 2017.
Duración / Duration: 3 Años / Years.
Entidad financiadora / Financing Entity: MINISTERIO DE CIENCIA, INNOVACIÓN Y UNIVERSIDADES.
Número de referencia / Reference number: ECO2017-85577-P.

Project




Estimation of Nonlinear DSGE Models Through Laplace Based Solutions
Ponente/Speaker: R. León-González (National Graduate Institute for Policy Studies, GRIPS, Japan).
Email:  
Fecha/Date: 27-09-2024.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:00.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar

Bringing qualified, long-term unemployed youth back into the labor market. Evidence from an ALMP in Madrid
Ponente/Speaker: Marco A. Pérez Navarro (Dpto. Análisis Económico: Economía Cuantitativa, Universidad Autónoma de Madrid).
Email:  
Fecha/Date: 25-07-2024.
Lugar/Venue: Aula de informática D3.6.
Hora/Time: 11:00.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar

Bringing qualified, long-term unemployed youth back into the labor market. Evidence from an ALMP in Madrid
Ponente/Speaker: Marco A. Pérez Navarro (Dpto. Análisis Económico: Economía Cuantitativa, Universidad Autónoma de Madrid).
Email:  
Fecha/Date: 25-07-2024.
Lugar/Venue: Aula de informática D3.6.
Hora/Time: 11:00.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar

Modelos de Factores Aproximados de Volatilidad Estocástica con un Factor Común Multiplicativo
Ponente/Speaker: R. León-González (National Graduate Institute for Policy Studies (Japan).).
Email:  
Web:  www.grips.ac.jp/list/facultyinfo/leon_gonzalez_roberto/
Fecha/Date: 12-04-2024.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:30.
  Abstract
Trabajo completo/FullText:   Descargar
Key Contact: F.J. Vázquez-Polo.

Seminar


Economía del Cambio Climático
Ponente/Speaker: Emilio Cerdá Tena (Univ. Complutense de Madrid).
Web:  https://www.ucm.es/fundamentos-analisis-economico2/emilio-cerda-tena
Fecha/Date: 16-06-2022.
Lugar/Venue: Salón de Actos.
Hora/Time: 9:30.
Seminar


Approximate Bayesian inference for spatial econometrics models
Ponente/Speaker: Virgilio Gómez Rubio (Dpto. Matemáticas (UCLM)).
Email:  
Web:  https://becarioprecario.github.io/
Fecha/Date: 12-03-2021.
Lugar/Venue: OnLine (MS Teams).
Hora/Time: 12:30.
  Abstract
Trabajo completo/FullText:   Descargar
Key Contact: F.J. Vázquez-Polo.

Seminar


A Bayesian dynamic block model for multilayered networks
Ponente/Speaker: Héctor Rodríguez-Déniz (Linkoping University).
Email:  
Web:  https://liu.se/en/organisation/liu/ida/stima
Fecha/Date: 17-05-2019.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:30.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar

Bayesian Methods and Big Data
Ponente/Speaker: Prof. David Ríos (ICMAT).
Email:  
Web:  https://www.icmat.es/drios
Fecha/Date: 08-02-2019.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:00 .
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar


Model Averaging techniques with economic applications: a Bayesian perspective
Ponente/Speaker: Gonzalo García-Donato (Universidad de Castilla-La Mancha).
Email:  
Web:  https://scholar.google.es/citations?hl=es&user=nrYDVBQAAAAJ&view_op=list_works&sortby=pubdate
Fecha/Date: 16-03-2018.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:00.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar


Parallel Bayesian inference for high dimensional dynamic factor copulas
Ponente/Speaker: Prof. Pedro Galeano (Universidad Carlos III de Madrid).
Email:  
Web:  http://portal.uc3m.es/portal/page/portal/dpto_estadistica/personal/pedro_galeano_san_miguel
Fecha/Date: 26-05-2017.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:30.
  Abstract
Key Contact: F.J. Vázquez-Polo.

Seminar


Mixture Inverse Gaussian for unobserved heterogeneity in the autoregressive conditional duration model
Ponente/Speaker: J.V. Pérez-Rodríguez (Dpt. of Quantitative Methods (ULPGC)).
Email:  
Web:  http://www.dmc.ulpgc.es/jv-perez-rodriguez.html
Fecha/Date: 16-12-2016.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:00.
  Abstract
Seminar

ABC methods for PH distributions with applications in insurance risk problems
Ponente/Speaker: Concepción Ausín (Dpt. of Statistics (U. Carlos III de Madrid)).
Email:  
Web:  http://www.est.uc3m.es/causin
Fecha/Date: 23-09-2016.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:15.
  Abstract
Trabajo completo/FullText:   Descargar
Key Contact: F.J. Vázquez-Polo.

Seminar

Efficient Bayesian Inference in Generalized Inverse Gamma Processes for Stochastic Volatility
Ponente/Speaker: R. León-González (National Graduate Institute for Policy Studies, Japan).
Email:  
Web:  www.grips.ac.jp/list/facultyinfo/leon_gonzalez_roberto/
Fecha/Date: 16-09-2016.
Lugar/Venue: Aula de Informática D3.6.
Hora/Time: 12:15.
  Abstract
Trabajo completo/FullText:   Descargar
Key Contact: F.J. Vázquez-Polo.

Seminar

A Bayesian model for the claim number with incomplete count data
Autores: F.J. Vázquez-Polo, M. Martel-Escobar.
Nombre del Seminario, Congreso o Workshop: II Workshop on Pensions and Insurance.
Fecha de inicio: 14-07-2016.
Fecha de finalización: 15-07-2016.
Lugar: U. Barcelona (invited lecture)
  Abstract

Participation in Seminar/Workshop/Congress

A comparison of alternative methods for identifying subgroups in cost-effectiveness analysis
Autores: F.J. Vázquez-Polo, M.A. Negrín, M. Martel-Escobar.
Nombre del Seminario, Congreso o Workshop: Workshop in Bayesian Econometrics.
Fecha de inicio: 09-06-2016.
Fecha de finalización: 10-06-2016.
Lugar: Universidad Carlos III de Madrid

Participation in Seminar/Workshop/Congress

Técnica Bayesiana de clustering para medir la heterogeneidad muestral en meta-análisis y sus consecuencias en la comparación de tratamientos. El caso del análisis con datos binarios
Autores: M.A. Negrín, F.J. Vázquez-Polo, M. Martel-Escobar.
Nombre del Seminario, Congreso o Workshop: XXXVI Jornadas de Economía de la Salud.
Fecha de inicio: 15-06-2016.
Fecha de finalización: 17-06-2016.
Lugar: Murcia

Participation in Seminar/Workshop/Congress



  • José Manuel Gil Bordón
  • R. Alexander Cerviño Cortínez