Variable selection in the analysis of energy consumption–growth nexus

A-Tier
Journal: Energy Economics
Year: 2015
Volume: 52
Issue: PA
Pages: 207-216

Authors (5)

Camarero, Mariam (Universitat Jaume I) Forte, Anabel (not in RePEc) Garcia-Donato, Gonzalo (not in RePEc) Mendoza, Yurena (not in RePEc) Ordoñez, Javier (Universitat Jaume I)

Score contribution per author:

0.804 = (α=2.01 / 5 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

There is abundant empirical literature that focuses on whether energy consumption is a critical driver of economic growth. The evolution of this literature has largely consisted of attempts to solve the problems and answer the criticisms arising from earlier studies. One of the most common criticisms is that previous work concentrates on the bivariate relationship, energy consumption–economic growth. Many authors try to overcome this critique using control variables. However, the choice of these variables has been ad hoc, made according to the subjective economic rationale of the authors. Our contribution to this literature is to apply a robust probabilistic model to select the explanatory variables from a large set of potential candidates in the case of the US from 1949 to 2010, not only for an aggregate analysis but also for a sector analysis. The results highlight the critical role of public spending and energy intensity in the explanation of growth. Furthermore, since the study reveals different explanatory variables for each sector, it indicates the importance of policy decisions specifically aimed at different sectors.

Technical Details

RePEc Handle
repec:eee:eneeco:v:52:y:2015:i:pa:p:207-216
Journal Field
Energy
Author Count
5
Added to Database
2026-01-25