Research
Papers
Alonso-Pena, M., Claeskens, G. and Gijbels, I. (2024). Nonparametric estimation of densities on the hypersphere using a parametric guide. Scandinavian Journal of Statistics, 51(3), 956-986.
Alonso-Pena, M., Gijbels, I. and Crujeiras, R.M. (2023). A general framework for circular local likelihood regression. To appear in Journal of the American Statistical Association.
Alonso-Pena, M., Gijbels, I. and Crujeiras, R.M. (2023). Flexible joint modeling of mean and dispersion for the directional tuning of neuronal spike counts. Biometrics, 79(4), 3431-3444.
Alonso-Pena, M. and Crujeiras, R.M. (2023). Analyzing animal escape data with circular nonparametric multimodal regression. Annals of Applied Statistics, 17(1), 130-152.
Alonso-Pena, M., Ameijeiras-Alonso, J. and Crujeiras, R.M. (2021). Nonparametric tests for circular regression. Journal of Statistical Computation and Simulation, 91 (3), 477-500.
Alonso-Pena, M. (2020). An introduction to nonparametric multimodal regression. Boletín de Estadística e Investigación Operativa, 36(1), 5-23.
Flexible joint modeling of mean and dispersion for the directional tuning of neuronal spike counts
Book chapters
Alonso-Pena, M. and Crujeiras, R.M. (2024). A review on nonparametric circular regression. Directional and Multivariate Statistics. Felicitation volume for Professor Ashis SenGupta. Editors: Somesh Kumar, Barry C. Arnold, Kunio Shimizu and Arnab Kumar Laha. Springer Nature. To appear.
Directional and Multivariate Statistics. Felicitation volume for Professor Ashis SenGupta (to appear).
A review on nonparametric circular regression
Software
Dissemination papers
Alonso-Pena, M. (2024). O conto das tres medidas. Boletín da SGAPEIO (INFORMEST), 67, 2-5.