Adaptive FAST-MCD Framework for Isolating Macro-Economic Regime Shifts : Application to Indian Equities

Avinash Mathuri; S. Suman

doi:10.5281/zenodo.21306598

July 11, 2026Open Access

Adaptive FAST-MCD Framework for Isolating Macro-Economic Regime Shifts : Application to Indian Equities

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Key Points

This research aims to develop an adaptive framework for identifying macro-economic regime shifts specific to Indian equities.
Designed an adaptive FAST-MCD framework leveraging R algorithms.
Conducted data ingestion from NSE websites and utilized quantmod packages.
Performed formal analysis to evaluate the framework's effectiveness.
Successfully demonstrated the framework's capability to isolate regime shifts.
Provided insights into macro-economic factors affecting Indian equity markets.
Established a new approach for analyzing financial data.

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Implication

Framework development isolates macro-economic regime shifts in Indian equities, suggesting a novel analytical approach.

Abstract

Mr. Avinash Mathuri: Conceptualization, Methodology (Framework Designing), Software (R algorithm deployment), Data ingestion (From NSE websites and quantmod packages), Formal Analysis, Writing – Original Draft. Dr. Surbhi Suman: Supervision, Project Administration, Writing – Review & Editing.

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Mathuri et al. (2026) studied this question.

synapsesocial.com/papers/6a548195475c38bf615a58c2 https://doi.org/10.5281/zenodo.21306598

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Adaptive FAST-MCD Framework for Isolating Macro-Economic Regime Shifts : Application to Indian Equities

Key Points

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Implication

Abstract

Discussion

Cite This Study

Adaptive FAST-MCD Framework for Isolating Macro-Economic Regime Shifts : Application to Indian Equities

Key Points

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

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