Yaya, OlaOluwa S. and Vo, Xuan Vinh (2021): Testing day-of-the-week persistence and seasonality in Spanish Electricity Energy prices. Forthcoming in: Energy Research Letters
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Abstract
Day-of-the-week persistence and seasonality of electricity prices in Spain, spanning 01/01/2006 to 04/11/2021, are investigated by employing updated fractional persistence frameworks in nonlinear settings. The results show marginal higher persistence in electricity prices during the working days (Tuesday, Wednesday, Thursday and Friday), compared to weekend days. In all cases, electricity prices are mean-reverting with long-range dependence properties. Results also show that the monthly electricity price series contain no seasonal effect.
Item Type: | MPRA Paper |
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Original Title: | Testing day-of-the-week persistence and seasonality in Spanish Electricity Energy prices |
Language: | English |
Keywords: | Electricity prices; Fractional persistence; Unit root; Day-of-the-week effect; seasonality; Spain |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q47 - Energy Forecasting |
Item ID: | 112652 |
Depositing User: | Dr OlaOluwa Yaya |
Date Deposited: | 06 Apr 2022 13:49 |
Last Modified: | 06 Apr 2022 13:49 |
References: | Cuestas, J. C. & Gil-Alana, L. A. (2016). A nonlinear approach with long range dependence based on Chebyshev polynomials. Studies in Nonlinear Dynamics and Econometrics, 20(1), 57-94. Enders, W. and Lee, J. (2012). The flexible Fourier form and Dickey-Fuller-type unit root tests. Economic Letters, 117, pp. 196–199. Gil-Alana, L. A. and Yaya, O. S. (2021). Testing Fractional Unit Roots with Non-linear Smooth Break Approximations using Fourier functions. Journal of Applied Statistics, 48 (13-15), 2542-2559. Granger, C. W. J. & Joyeux, R. (1980). An introduction to long memory time series and fractional differencing. Journal of Time Series Analysis, 1(1), 15-29. Hosking, J. R. M. (1981). Fractional Differencing. Biometrica, 68(1), 168-176. Lee, D. and Schmidt, P. (1996). On the power of the KPSS test of stationary against fractionally integrated alternatives. Journal of Econometrics, 73: 285–302. Robinson, P.M. (1994). Efficient Tests of Nonstationary Hypotheses. Journal of the American Statistical Association 89: 1420–1437. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/112652 |
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