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India’s effective foreign exchange reserves

Authors: Siddhartha Sarma;

India’s effective foreign exchange reserves

Abstract

We formalise a layered balance-sheet model of the Reserve Bank of India's foreign exchange reserves that distinguishes gross headline reserves from effective deployable intervention capacity. The model incorporates (i) component decomposition with fungibility weights, (ii) duration-adjusted mark-to-market dynamics, (iii) the off-balance-sheet forward book with maturity laddering, (iv) a four-factor correlated shock framework driving Brent crude, foreign portfolio flows, USD/INR, and the US Treasury yield curve, (v) closed-form and Monte Carlo expressions for Value-at-Risk and Expected Shortfall on the effective reserve stock, and (vi) a barrier-hitting framework for crisis-threshold breach probability. Calibrated to RBI Weekly Statistical Supplement data of 1 May 2026, the central point estimate of effective liquid reserves is $447.7 billion against a headline of $690.7 billion; the 95% one-year VaR is approximately $84 billion and the one-year probability of breaching the IMF three-month import-cover floor is estimated at 4.1%.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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