Global oil prices, macroeconomic fundamentals and China's commodity sector comovements

被引:46
作者
Chen, Peng [1 ,2 ]
机构
[1] Jinan Univ, Dept Finance, Guangzhou 510632, Guangdong, Peoples R China
[2] Jinan Univ, Inst Finance, Guangzhou 510632, Guangdong, Peoples R China
关键词
Commodity sectors; Comovements; Common factor; Oil price; Macroeconomic fundamentals; IMPULSE-RESPONSE ANALYSIS; EXCESS CO-MOVEMENT; WORLD; SHOCKS; CYCLES; TRENDS;
D O I
10.1016/j.enpol.2015.09.024
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper investigates the common movements of commodity sectors in China as well as the economic underpinnings of the comovements. We employ a Bayesian dynamic latent factor model to disentangle the common and idiosyncratic sector-specific factors of the prices of a group of China's commodity sectors: petrochemicals, grains, energy, non-ferrous metals, oils 82 fats, and softs. The results indicate that the common factor accounts for a significant portion of the fluctuations of China's commodity sectors, providing evidence of the strong commodity sector comovements in China. We further use a VAR model to link the common movements across China's commodity sectors to the underlying determinants, including global oil price shocks and domestic macroeconomic fluctuations. We find that the global oil price shocks have strong effects on the common movements across commodity sectors in China in addition to its domestic macroeconomic fluctuations at long horizons. However, at short horizons, the common movements across commodity sectors in China respond more strongly to the global oil shocks than to its domestic macroeconomic fluctuations. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:284 / 294
页数:11
相关论文
共 50 条
[1]   Bayesian dynamic factor models and portfolio allocation [J].
Aguilar, O ;
West, M .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2000, 18 (03) :338-357
[2]   On the comovement of commodity prices [J].
Ai, Chunrong ;
Chatrath, Arjun ;
Song, Frank .
AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 2006, 88 (03) :574-588
[3]   Commodity prices, interest rates and the dollar [J].
Akram, Q. Farooq .
ENERGY ECONOMICS, 2009, 31 (06) :838-851
[4]  
[Anonymous], 2008, P SO AGR EC ASS ANN
[5]  
[Anonymous], 1991, INTRO MULTIPLE TIME
[6]   Oil spills on other commodities [J].
Baffes, John .
RESOURCES POLICY, 2007, 32 (03) :126-134
[7]   Estimating cross-section common stochastic trends in nonstationary panel data [J].
Bai, JS .
JOURNAL OF ECONOMETRICS, 2004, 122 (01) :137-183
[8]   Effects of Global Liquidity on Commodity and Food Prices [J].
Belke, Ansgar ;
Bordon, Ingo G. ;
Volz, Ulrich .
WORLD DEVELOPMENT, 2013, 44 :31-43
[9]   Measuring the effects of monetary policy: A factor-augmented vector autoregressive (FAVAR) approach [J].
Bernanke, BS ;
Boivin, J ;
Eliasz, P .
QUARTERLY JOURNAL OF ECONOMICS, 2005, 120 (01) :387-422
[10]   Primary commodity prices: Co-movements, common factors and fundamentals [J].
Byrne, Joseph P. ;
Fazio, Giorgio ;
Fiess, Norbert .
JOURNAL OF DEVELOPMENT ECONOMICS, 2013, 101 :16-26