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Common Unobserved Determinants of Intraday Electricity Prices.

Authors :
Thomaidis, Nikolaos S.
Dash, Gordon H.
Kajiji, Nina
Source :
Energy Journal. 2019 Special Issue 1, Vol. 40, p211-232. 22p.
Publication Year :
2019

Abstract

This paper employs multilevel factor modelling techniques to unravel systematic unobserved determinants of the intraday and interzonal price curve dynamics for the Pennsylvania-New Jersey-Maryland (PJM) interconnection. These techniques make an explicit separation of global drivers from region-specific common factors, thereby facilitating the identification of the actual sources of co-variability. Our empirical findings confirm the hypothesis that the common unobserved determinants of power prices in the PJM interconnection obey a block structure, some of which affect different segments of our panel. We argue that a multilevel factor approach offers a more systematic and transparent representation of intertemporal and cross-sectional patterns in PJM electricity prices compared to alternative brute-force VARMAX parametrizations and the single-level factor models, which are often put forward in the literature as viable modelling alternatives. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01956574
Volume :
40
Database :
Academic Search Index
Journal :
Energy Journal
Publication Type :
Academic Journal
Accession number :
138044034
Full Text :
https://doi.org/10.5547/01956574.40.SI1.ntho