As of December 2023 no longer employed at NIDI.
Expertise
Machine learning, advanced statistical analysis, Bayesian methods
Dr. R.M. (Rolando) Gonzales Martínez
Researcher
Publications
- Gonzales Martinez, R., Janssen, F. (2024), Comparison of methods to estimate obesity-attributable mortality and high-BMI-attributable mortality by educational level in England & Wales, Finland, and Italy. NIDI Working Paper no. 2024/1. The Hague: NIDI, 73 p.
- Gonzales Martinez, R., Janssen, F. (2023), The creation of a database on obesity and high BMI prevalence by educational level and sex for adjacent calendar years and uniform ages for England, Finland, and Italy. NIDI Working Paper no. 2023/1. The Hague: NIDI, 41 p.
- Gonzales Martínez, R.M., Dongen, D.-M. van (2023), Deep learning algorithms for the early detection of breast cancer: A comparative study with traditional machine learning. Informatics in Medicine Unlocked 41: 101317.
- Gonzales Martinez, R. (2022), How good is good? Bayesian machine-learning estimation of probabilistic benchmarks in noisy datasets and an application to nanofinance+. Systems and Soft Computing 4: 200036.
- Gonzales Martinez, R., Wells, J., Anand, P., Pelto, G., Dhansay, M. A., Haisma, H. (2022), Community participation and multidimensional child growth: evidence from the Vietnam Young Lives study. Current Developments in Nutrition 6 (4): nzac022.
- Gonzales Martinez, R., D’Espallier, B., Mersland, R. (2021), Bifurcations in business profitability: An agent-based simulation of homophily in self-financing groups. Journal of Business Research 129: 495-514.
- Ravelli, E., Gonzales Martinez, R. (2021), Environmental risk factors of airborne viral transmission: Humidity, Influenza and SARS-CoV-2 in the Netherlands. Spatial and Spatio-temporal Epidemiology: 100432.
- Gonzales Martinez, R. (2020), Which social program supports sustainable grass-root finance? Machine-learning evidence. International Journal of Sustainable Development & World Ecology 27 (5): 389-395.
- Gonzales Martinez, R., Aguilera‐Lizarazu, G., Rojas‐Hosse, A., Aranda Blanco, P. (2020), The interaction effect of gender and ethnicity in loan approval: A Bayesian estimation with data from a laboratory field experiment. Review of Development Economics 24 (3): 726-749.
- Gonzales, R., Rojas-Hosse, A. (2019), Inflation shocks and income inequality: An analysis with genetic algorithms and Bayesian quantile regressions. African Journal of Economic and Management Studies 10 (2): 226-240.
- Gonzales Martínez, R. (2018), The wage curve, once more with feeling: Bayesian model averaging of Heckit models. Econometric Research in Finance 3 (2): 79-92.
- Gonzales Martínez, R. (2017), Balancing input-output tables with Bayesian slave-raiding ants. Statistical Journal of the IAOS 33 (4): 943-949.
