Dynamics of Indian macroeconomic variables: a hac standard errors VECM approach

This study investigates the dynamic causal relationship between India’s GDP and key macroeconomic variables (exports, imports, inflation, exchange rate, BSE and NSE) over a period from January 2000 to December 2024 by using monthly data. Cointegration test has confirmed the presence of one cointegrating equation that means long-run equilibrium relationship exists along with short-run dynamics as provided by VECM estimates through HAC standard errors provided by Newey-West. The CUSUM test has confirmed overall model stability and while heteroskedasticity has been taken care of by applying HAC standard errors. The study has also shown both uni-directional as well as bi-directional casualties.

Authors

Publication Details

Journal
Accounting
Published
2025-09-04
DOI
https://doi.org/10.5267/j.ac.2025.8.002
Citations
1
Primary Topic
Monetary Policy and Economic Impact
Type
article
Field-Weighted Citation Impact
3.09
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article

Dynamics of Indian macroeconomic variables: a hac standard errors VECM approach

Subrata Roy, Shubham Kuma
1 citations
Accounting
Monetary Policy and Economic Impact
3.09
article

Dynamics of Indian macroeconomic variables: a hac standard errors VECM approach

Subrata Roy, Shubham Kuma
article en
1 citations

Abstract

This study investigates the dynamic causal relationship between India’s GDP and key macroeconomic variables (exports, imports, inflation, exchange rate, BSE and NSE) over a period from January 2000 to December 2024 by using monthly data. Cointegration test has confirmed the presence of one cointegrating equation that means long-run equilibrium relationship exists along with short-run dynamics as provided by VECM estimates through HAC standard errors provided by Newey-West. The CUSUM test has confirmed overall model stability and while heteroskedasticity has been taken care of by applying HAC standard errors. The study has also shown both uni-directional as well as bi-directional casualties.

AccountingVol. 12(1)
Openalex Percentile: Top 8%
Monetary Policy and Economic Impact
3.09
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