Spillover between commodity and equity benchmarking indices

2018 ◽  
Vol 25 (7) ◽  
pp. 2512-2530 ◽  
Author(s):  
Kirithiga S. ◽  
Naresh G. ◽  
Thiyagarajan S.

PurposeThe commodity and equity derivatives have a close resemblance between them in trade practices and mechanisms, which makes it easy for the investors to combine these two assets classes for building up their portfolio. The diversification of investment among asset classes builds some relation between them. The integration of market within a country is necessary to bring in a smooth and balanced economic growth. Thus, the purpose of this paper is to examine the spillover between the equity and commodity futures markets which will be helpful not only for the investors but also for the policy makers, producers and the regulators.Design/methodology/approachTo examine the spillover between the equity and commodity market, the major benchmarking indices of these markets, namely COMDEX of MCX, Dhaanya of NCDEX and NIFTY 50 of NSE, were chosen. NIFTY 50 index was chosen as representative of equity market due to its composition of most active constituent stocks than any other broad market index of Indian stock market. As the commodity market indices are not been traded, their constituent commodities were taken for the study. Thus, 11 MCX-COMDEX constituents such as Gold, Silver, Copper, Zinc, Aluminum, Nickel, Lead, Crude oil, Natural gas, Kapaskhali and Mentha oil and eight NCDEX-Dhaanya constituents such as Castor seed, Chana, Cotton seed oilcake, Jeera, Mustard seed, Refined soy oil, Turmeric and Wheat futures prices were taken against the NIFTY 50 futures prices with daily trading data for ten years starting from January 1, 2006 till December 31, 2015 to analyze their spillover effect. The return series data were used to test the spillover between equity and commodity futures market as it gives the crux of investors’ diversification through the Vector Autoregression (VAR) model and verified with Impulse Response Function by testing the null hypothesis,H0, that there is no return spillover between the equity and commodity futures market.FindingsThe investors move from equity to commodity when there is a threat in equity market and vice versa, thereby diversify their risk for those commodities which are vulnerable to global and domestic pressures in the economy. Investigating the spillover between equity and commodity market gives an insight of market integration effect. A nation can achieve its economic growth easily when its markets are integrated.Research limitations/implicationsThe commodity indices are still notional indices in the market; therefore, individual constituent commodities of commodities indices were considered with the benchmarking equity futures index, which is one of the limitations of the study.Practical implicationsThe integration of market within a country is necessary to bring in a smooth and balanced economic growth.Originality/valueMost of the past studies dealt only with few commodities and equities and not with the broad-based benchmarking indices. This paves way for enquiry into the commodity and equity markets integration with the major constituent commodities traded in the economy. Hence, this paper looks into the presence of spillover between the equity and commodity markets. The VAR model is verified with the impulse response function which explains the reaction of any dynamic system in response to a pulse change in another. The impulse response function is presented graphically for easy and better understanding.

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Lord Mensah ◽  
Eric B. Yiadom ◽  
Raymond Dziwornu

PurposeDoes the issuance of Eurobonds carry enough information about favourable domestic conditions to warrant more FDI inflows? In this study, the authors investigate how FDI is responding to the rising levels of Eurobonds in sub-Saharan African (SSA).Design/methodology/approachThe study uses the system GMM model to set up a panel with all 17 SSA countries with Eurobonds. The dataset was transformed into time series, and the VAR model and Granger causality were used to diffuse the doubt of a possible bi-causal relationship between Eurobonds and FDI. Additionally, the authors use the impulse response function to test the behaviour of FDI to a one-time shock to Eurobonds.FindingsThe study reports that Eurobond levels matter in explaining FDI receipts. Specifically, the authors report that the issuance of Eurobonds leads to a favourable increase in FDI inflows. The authors transform our data into time series and use the VAR model and Granger causality test to diffuse the doubt of a possible bi-causal relationship between Eurobonds and FDI. The authors’ findings from this exercise suggest that two lag levels of Eurobond are a good predictor of future FDI flows. More also, the authors use the impulse response function to test the behaviour of FDI to a one-time shock to Eurobonds and report that a one-unit standard deviation shock to Eurobonds will cause FDI to swell up over at least 8 years.Research limitations/implicationsThe study is limited in scope due to data availability. Future studies may consider using countries across the globe that have issued Eurobond to retest the current research objectives.Practical implicationsThe study establishes grounds to suggest that the issuance of Eurobonds carry enough information to foreign investors in deciding on the location of FDI.Originality/valueThe study is uniquely opening a new frontier to the discussion on how one international capital can be used to bait other foreign capital. It also discusses signalling theory at the macro level.


2021 ◽  
Vol 8 (1) ◽  
pp. 13-24
Author(s):  
Martinianus Tshimologo Tibinyane ◽  
Teresia Kaulihowa

This paper analyses the effect of the prime interest rate as a monetary policy instrument to stimulate economic growth in Namibia, a small open economy that is constrained by currency board operations. A Vector Autoregressive Model (VAR) was used for the period 1980–2019. The result shows that Namibia’s prime interest rate has no significant effect on economic growth. This finding remains robust and consistent when impulse response function and variance decomposition are employed. The impulse response function indicates a shock on the prime interest rate exhibits an inverse relationship. However, this effect is insignificant in both short and long-run scenarios. The variance decomposition indicates that the prime interest rate has a strongly exogenous impact, implying it has a weak influence on GDP growth. Policy implication indicates that small open economies under currency board operations need to identify different policy responses to circumvent external shocks and addresses their development needs.


2017 ◽  
Vol 18 (1) ◽  
pp. 1-18 ◽  
Author(s):  
Alton Best ◽  
Brian M. Francis ◽  
C. Justin Robinson

The paper empirically examines the question of whether bank liquid reserves to bank assets ratio and domestic credit to private sector as a percentage of GDP strengthens financial deepening on the real sector and hence catalyzes economic growth in Jamaica. A Granger causality approach is employed within a multivariate framework. Cointegration is used to examine the short- and long-run relationships within the model. Innovative accounting techniques (impulse response function and variance decomposition) are also utilized to determine the out-of-sample relation between financial deepening and economic growth. The empirical analysis is conducted with annual data from 1980 to 2014 with three proxies for financial deepening. The empirical evidence suggests a ‘supplying-leading’ relationship in both the short and long run. These results are confirmed by the innovation accounting techniques (impulse response function and the variance decomposition). Our findings imply that Jamaica should first concentrate on developing its financial sectors which has the potential to spur higher levels of economic growth in the real sectors of the economy.


2018 ◽  
Vol 8 (3) ◽  
pp. 315-331 ◽  
Author(s):  
Juan DU

Purpose The purpose of this paper is to provide a stable model which covers market information of return to examine the empirical differences between the returns during night and day in Chinese commodity futures market. Design/methodology/approach Commodity indices are constructed using principal components analysis to represent the market returns for day and night trading in the Chinese commodity futures market. Then VAR models are employed to predict the commodity indices’ returns and squared returns. Findings The symmetric VAR model failed to model the market returns since the asymmetric effects of positive and negative returns are not taken into account. By allowing asymmetric behavior among positive and negative variables, asymmetric VAR model is utilized to trace the leading effect of overnight returns to daytime trading returns. However, the symmetric VAR model outperforms the asymmetric model when evaluating the predictive power of squared returns during night trading hours. Two major results based on asymmetric model for the return are: There is a 6-day leading effect of nighttime return to daytime return in Chinese commodity futures market. It is risky to hold day trading position overnight. Research limitations/implications Asymmetric VAR model provides a new approach to forecasting the direction of price movement. Practical implications Investment managers are able to create a stable portfolio contains major market information. Day and night traders are likely to gain some suggestions to discover arbitrage opportunities. Social implications Since there is no commodity futures index in China, the method for creating indices for Chinese commodity futures is provided to market regulators. Originality/value Combining principal component analysis and asymmetric VAR model provides a stable and predictable model to obtain market information.


2018 ◽  
Vol 14 (10) ◽  
pp. 409
Author(s):  
Youssouf Nvuh Njoya ◽  
Mouhamed Mbouandi Njikam

This paper focuses on casting light on the causal relationship between oil consumption in transport and economic growth in Cameroon. This paper uses an annual data covering the period 1975-2014, which is a five-step modern time series techniques. They include the Unit root tests, co-integration analysis, and Granger-causality based on error correction model. As a robustness test, we made use of the impulse response function and variance decomposition to portray the correlations between variables. The main result highlighted in the present paper point out the presence of a long-run equilibrium relationship between oil consumption in transport and economic growth. The error correction model shows that an estimated 1% increase in economic growth causes a rise in oil consumption in transport by 1.29 % in the long run. Another results show that there exists bidirectional causality in the long-run relationship and there was no causality in the short-run relationship at the 5% level of significance. The decomposition of the variance and impulse response function indicates a dissymmetric of the variance of the prediction error and the dynamic properties of the system. This study provides a basis for the discussion of energy consumption in transport policies in order to maintain a sustainable economic growth in Cameroon.


Author(s):  
Nahanga Verter ◽  
Věra Bečvářová

Agriculture is the backbone of Nigeria’s socioeconomic development. This paper investigates the impact of agricultural exports on economic growth in Nigeria using OLS regression, Granger causality, Impulse Response Function and Variance Decomposition approaches. Both the OLS regression and Granger causality results support the hypothesis that agricultural exports- led economic growth in Nigeria. The results, however, show an inverse relationship between the agricultural degree of openness and economic growth in the country. Impulse Response Function results fluctuate and reveal an upward and downward shocks from agricultural export to economic growth in the country. The Variance Decomposition results also show that a shock to agricultural exports can contribute to the fluctuation in the variance of economic growth in the long run. For Nigeria to experience a favourable trade balance in agricultural trade, domestic processing industries should be encouraged while imports of agricultural commodities that the country could process cheaply should be discouraged. Undoubtedly, this measure could drastically reduce the country’s overreliance on food imports and increase the rate of agricultural production for self-sufficiency, exports and its contribution to the economic growth in the country.


2011 ◽  
Vol 361-363 ◽  
pp. 1066-1070
Author(s):  
Ling Wang ◽  
Yang Yang ◽  
Li Juan Wang ◽  
Jiang Guo

This paper uses Impulse Response Function to empirically analyze the relationship between investment of environmental protection and economic growing of Shanghai. The result shows that Shanghai economic growth relatively contributes more to the environmental investment, while the improvement of environmental investment affects little on the economic growth. Shanghai should further promote multiplier effects of the environmental investment on economic growth in order to achieve the coordinated development between investment of environmental protection and economic growth.


2018 ◽  
Vol 63 (4) ◽  
pp. 58-72
Author(s):  
Jacek Strojny

The research is aiming at the identification of the dynamic causality between agricultural production in Poland and exports of agri-food goods. Identification of the magnitude and direction of these variables may be used for economic policy forming. The study covers the period of 1991—2013 and is based on the data from the FAO; the research employs the vector autoregression methodology (VAR). The study comprises, among others, the analysis of the impulse response function and variance decomposition of forecasts’ errors of VAR model variables. The results of the research show that agricultural production in Poland is shaped by both own and exports delays. On the other hand, agri-food exports are mainly influenced by their own development trends. This means that, in the VAR model, exports should be seen as a priority ('more exogenous').


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