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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 3 | Month- March 2026

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  Published Paper Details:

  Paper Title

Application of Markowitz Mean-Variance Model in Portfolio Optimization: A Study on Indian Stock Market

  Authors

  Shefali Chaudhari,  Dr. Mahammadrafique Meman

  Keywords

Markowitz Model, Portfolio Construction, Risk and Return, Efficient Frontier, BSE Sensex, Covariance Matrix

  Abstract


The present study aims to construct and analyze optimal investment portfolios using the Markowitz Mean-Variance Model with reference to the BSE Sensex 30 companies during the period (April, 2022-October 2025) 4.5 years. From the Sensex list, five companies exhibiting high return and high risk -- Eternal, Trent, Mahindra & Mahindra, Bharti Airtel and Bharat electronics -- were selected for the risk-taker (aggressive) portfolio, while five companies with moderate return and low risk -- ICICI, Bharti Airtel, ITC, Kotak Mahindra and Tech Mahindra -- formed the risk-averse (conservative) portfolio. Monthly closing prices were used to compute individual stock returns, standard deviations, and inter-stock covariances, leading to the formation of a comprehensive covariance matrix that quantified diversification benefits. The average expected return of the risk-taker portfolio was 3.39% with a standard deviation of 6.46%, while the risk-averse portfolio yielded 1.27% and 3.84%, respectively. The efficient frontier was constructed to demonstrate the trade-off between risk and return, showing all possible optimal portfolio combinations. The findings highlight that the Markowitz Model effectively identifies efficient portfolios and provides strategic insights for both risk-taking and risk-averse investors in the Indian equity market.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2511580

  Paper ID - 296769

  Page Number(s) - e959-e971

  Pubished in - Volume 13 | Issue 11 | November 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Shefali Chaudhari,  Dr. Mahammadrafique Meman,   "Application of Markowitz Mean-Variance Model in Portfolio Optimization: A Study on Indian Stock Market", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 11, pp.e959-e971, November 2025, Available at :http://www.ijcrt.org/papers/IJCRT2511580.pdf

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Call For Paper March 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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