There is a peculiar pleasure in riding out into the unknown? A pleasure which no second journey on the same trail ever affords.
Code
R package tvReg (in collaboration with Ruben Fernandez-Casal). It contains functions to estimate time-varying coefficients linear models, AR, panel data models, VAR, IRF and SURE models. Instructions and examples can be found in this vignette. Further explanation of methods and applications to economics and finance can be found in this article.
Articles
Casas, I. and Lekube, J. (2024). Electricity forecast adapted to ocean conditions: The Mutriku case study . Applied Ocean Research, Volume 149, 104065.
Casas, I. and Fernandez-Casal, R. (2022). tvReg: Time-varying Coefficients in Multi-Equation Regression in R . The R Journal, 14, pp. 79-100.
Casas, I., Gao, J., Peng, B. and Xie, S. (2021). Time-Varying Income Elasticities of Healthcare Expenditure for the OECD and Eurozone. Journal of Applied Econometrics, 36, pp. 328-345. Code and Data.
Casas, I. and Veiga, H. (2021). Exploring Option Pricing and Hedging via Volatility Asymmetry. Computational Economics, 57, pp. 1015-1039.
Casas, I., Ferreira, E. and Orbe, S. (2021). Time-varying coefficient estimation in SURE models. Application to portfolio management. Journal of Financial Econometrics, pp. 707-745.
Muñoz, C., Cadierno, T. and Casas, I. (2018). Different starting points for English language learning: A comparative study of Danish and Spanish young learners. Language Learning.
Villalba-Mora, E., Casas, I., Lupiañez-Villanueva, F. and Maghiros, I. (2015). Adoption of Health Information Technologies by physicians for clinical practice: The Andalusian case. International Journal of Medical Informatics, 84, pp. 477-485.
Aslanidis, N. and Casas, I. (2013). Nonparametric correlation models for portfolio allocation. Journal of Banking and Finance, 37, pp. 2268-2283. Download R code.
Villalba, E., Casas, I., Abadie, F. and Lluch, M. (2013). Integrated personal health and care services deployment: experiences in eight European countries. International Journal of Medical Informatics, 82, pp. 626-635.
Casas, I. and Gijbels, I. (2012). Unstable volatility: the break-preserving local linear estimator. Journal of Nonparametric Statistics, 24, pp. 883-904.
Casas, I. and Gao, J. (2008). Econometric Estimation in Long-Range Dependent Volatility Models: Theory and Practice. Journal of Econometrics, 147, pp. 72-83.
Gao, J. and Casas, I.(2008). Specification Testing in Discretized Diffusion Models: Theory and Practice. Journal of Econometrics, 147, pp. 131-140.
Casas, I. (2008). Estimation of stochastic volatility with LRD. Mathematics and Computers in Simulation, 78, pp. 335-340.
Casas, I. and Gao, J. (2007). Nonparametric Methods in Continuous Time Model Specification. Econometric Reviews, 26, 91-106.
Refereed proceedings
Casas, I. and Lekube, J. (2023). "Analysis of Mutriku's OWC performance". Proceedings Proceedings of the European Wave and Tidal Energy Conference 15. DOI: https://doi.org/10.36688/ewtec-2023-138 .
Casas, I. and Grassi, S. (2014). "Time-varying VAR: a nonparametric approach". Proceedings International Work-Conference in Time Series Analysis, 866-867.
Villalba Mora E., Lluch M. , Casas, I., Abadie, F. and Maghiros I. (2012). "Towards integrated personal health and care services deployment in Europe". Proceedings IV Workshop on Technology for Healthcare and Healthy Lifestyle, 1994-1995.
Casas, I. and Gao, J. (2005). "Stochastic volatility with long-range dependence". MODSIM 2005 International Congress on Modelling and Simulations, 802-806.
Casas Villalba, M.I. and Tan, CJ K. (2001). "Efficient Monte Carlo linear solver with chain reduction and optimization using PLFG". Proceeding HPCN Europe 2001. Springer-Verlag London, UK, 405-414.
Working papers
Casas, I., Gao, J., Peng, B. and Xie S. (2019). Modelling Time-Varying Income Elasticities of Health Care Expenditure for the OECD.
Casas, I. and Fernandez-Casal, R. (2019). tvReg: Time-varying Coefficient Linear Regression for Single and Multi-Equations in R.
Casas, I. and Veiga, H. (2019). Exploring Option Pricing and Hedging via Volatility Asymmetry.
Casas, I., Mao, X. and Veiga, H. (2018). Reexamining financial and economic predictability with new estimators of realized variance and variance risk premium . CREATES Research Paper 2018-10.
Casas, I., Ferreira, E. and Orbe, S. (2017). Time-varying coefficient estimation in SURE models. Application to portfolio management. CREATES Research Papers 2017-33.
Aslanidis, N. and Casas, I. (2011). Modelling asset correlations: A nonparametric approach. University of Sydney Economics Working Paper 2011-01.
Aslanidis, N. and Casas, I. (2010). Modelling asset correlations during the recent financial crisis: A semiparametric approach. CREATES Research Paper 2010-71.
Casas, I. and Gijbels, I. (2009). Unstable Volatility Functions: the Break Preserving Local Linear Estimator. CREATES Research Paper 2009-48.