Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window

被引:430
作者
Balcilar, Mehmet [2 ]
Ozdemir, Zeynel Abidin [1 ]
Arslanturk, Yalcin
机构
[1] Gazi Univ, Dept Econ, TR-06500 Ankara, Turkey
[2] Eastern Mediterranean Univ, Dept Econ, Famagusta, Turkish Republ, Turkey
关键词
Economic growth; Energy consumption; Bootstrap; Time-varying causality; MULTIVARIATE COINTEGRATION ANALYSIS; TIME-SERIES REGRESSION; UNIT-ROOT; STATISTICAL-INFERENCE; GRANGER-CAUSALITY; AUTOREGRESSIVE PROCESSES; PARAMETER INSTABILITY; INTEGRATED PROCESSES; I(1) PROCESSES; VAR SYSTEMS;
D O I
10.1016/j.eneco.2010.05.015
中图分类号
F [经济];
学科分类号
02 ;
摘要
One puzzling results in the literature on energy consumption-economic growth causality is the variability of results particularly across sample periods, sample sizes, and model specification. In order overcome these issues this paper analyzes the causal links between energy consumption and economic growth for G-7 countries using bootstrap Granger non-causality tests with fixed size rolling subsamples. The data used includes annual total energy consumption and real Gross Domestic Product (GDP) series from 1960 to 2006 for G-7 countries, excluding Germany, for which the sample period starts from 1971. Using the full sample bootstrap Granger causality test, we find that there is predictive power from energy consumption to economic growth only for Canada. However, parameter instability tests show that none of the estimated models have constant parameters and hence the full sample results are not reliable. Analogous to the full sample results, the results obtained from the bootstrap rolling window estimation indicate no consistent causal links between energy consumption and economic growth. We, however, find that causal links are present between the series in various subsamples. Furthermore, these subsample periods correspond to significant economic events, indicating that the findings are not statistical artefacts, but correspond to real economic changes. Our results encompass previous findings and offer an explanation to varying findings. (C) 2010 Published by Elsevier B.V.
引用
收藏
页码:1398 / 1410
页数:13
相关论文
共 61 条
[1]  
AKARCA AT, 1980, J ENERGY DEV, V5, P326
[2]  
AKARCA AT, 1979, ENERGY, V2, P151
[3]   OPTIMAL TESTS WHEN A NUISANCE PARAMETER IS PRESENT ONLY UNDER THE ALTERNATIVE [J].
ANDREWS, DWK ;
PLOBERGER, W .
ECONOMETRICA, 1994, 62 (06) :1383-1414
[4]   TESTS FOR PARAMETER INSTABILITY AND STRUCTURAL-CHANGE WITH UNKNOWN CHANGE-POINT [J].
ANDREWS, DWK .
ECONOMETRICA, 1993, 61 (04) :821-856
[5]  
[Anonymous], WORLD DEV IND 2008 C
[6]   The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries [J].
Asafu-Adjaye, J .
ENERGY ECONOMICS, 2000, 22 (06) :615-625
[7]   BOOTSTRAPPING UNSTABLE 1ST-ORDER AUTOREGRESSIVE PROCESSES [J].
BASAWA, IV ;
MALLIK, AK ;
MCCORMICK, WP ;
REEVES, JH ;
TAYLOR, RL .
ANNALS OF STATISTICS, 1991, 19 (02) :1098-1101
[8]   The causal relationship between US energy consumption and real output: A disaggregated analysis [J].
Bowden, Nicholas ;
Payne, James E. .
JOURNAL OF POLICY MODELING, 2009, 31 (02) :180-188
[9]  
Cheng B.S., 1995, J. Energy Dev, V21, P73
[10]   An investigation of co-integration and causality between energy consumption and economic activity in Taiwan [J].
Cheng, BS ;
Lai, TW .
ENERGY ECONOMICS, 1997, 19 (04) :435-444