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Stock prices and Macroeconomic indicators: Investigating a correlation in Indian context

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  • Dhruv Rawat
  • Sujay Patni
  • Ram Mehta

Abstract

The objective of this paper is to find the existence of a relationship between stock market prices and the fundamental macroeconomic indicators. We build a Vector Auto Regression (VAR) model comprising of nine major macroeconomic indicators (interest rate, inflation, exchange rate, money supply, gdp, fdi, trade-gdp ratio, oil prices, gold prices) and then try to forecast them for next 5 years. Finally we calculate cross-correlation of these forecasted values with the BSE Sensex closing price for each of those years. We find very high correlation of the closing price with exchange rate and money supply in the Indian economy.

Suggested Citation

  • Dhruv Rawat & Sujay Patni & Ram Mehta, 2021. "Stock prices and Macroeconomic indicators: Investigating a correlation in Indian context," Papers 2112.08071, arXiv.org, revised Feb 2022.
    • Handle: RePEc:arx:papers:2112.08071
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    References listed on IDEAS

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    1. Kaul, Gautam, 1987. "Stock returns and inflation : The role of the monetary sector," Journal of Financial Economics, Elsevier, vol. 18(2), pages 253-276, June.
    2. Bakri Abdul Karim & M. Shabri Abd. Majid, 2010. "Does trade matter for stock market integration?," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 27(1), pages 47-66, March.
    3. repec:idn:journl:v:15:y:2013:i:3j:p:1-14 is not listed on IDEAS
    4. Blanchard, Olivier J, 1981. "Output, the Stock Market, and Interest Rates," American Economic Review, American Economic Association, vol. 71(1), pages 132-143, March.
    5. Trust Kganyago & Victor Gumbo, 2015. "An Empirical Study of the Relationship between Money Market Interest Rates and Stock Market Performance: Evidence from Zimbabwe (2009-2013)," International Journal of Economics and Financial Issues, Econjournals, vol. 5(3), pages 638-646.
    6. Hasan Murat Ertugrul & Huseyin Ozturk, 2013. "The Drivers of Credit Default Swap Prices: Evidence from Selected Emerging Market Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(S5), pages 228-249, November.
    7. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    8. Hammoudeh, Shawkat & Sari, Ramazan, 2011. "Financial CDS, stock market and interest rates: Which drives which?," The North American Journal of Economics and Finance, Elsevier, vol. 22(3), pages 257-276.
    9. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    10. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    11. Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
    12. Giovannini, Alberto & Jorion, Philippe, 1987. "Interest rates and risk premia in the stock market and in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 6(1), pages 107-123, March.
    13. Vo, Minh, 2011. "Oil and stock market volatility: A multivariate stochastic volatility perspective," Energy Economics, Elsevier, vol. 33(5), pages 956-965, September.
    14. K.P. Prabheesh & Rakesh Padhan & Bhavesh Garg, 2021. "COVID-19 and the Oil Price – Stock Market Nexus - Evidence From Net Oil-Importing Countries," Energy RESEARCH LETTERS, Asia-Pacific Applied Economics Association, vol. 1(1), pages 1-4.
    15. Martin Širůček, 2013. "Impact of money supply on stock bubbles," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 61(7), pages 2835-2842.
    16. Durbin, J, 1970. "Testing for Serial Correlation in Least-Squares Regression When Some of the Regressors are Lagged Dependent Variables," Econometrica, Econometric Society, vol. 38(3), pages 410-421, May.
    17. Chen, Chun-Da & Cheng, Chiao-Ming & Demirer, Rıza, 2017. "Oil and stock market momentum," Energy Economics, Elsevier, vol. 68(C), pages 151-159.
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