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Paper / 2023SMQ / 84557990931591
A Comparative Study of Portfolio Optimization Methods for the Indian Stock Market
Arup Dasgupta / Jaydip Sen / Partha Pratim Sengupta / Sayantani Roy Choudhury
optimization / portfolio managementResource overview

A Comparative Study of Portfolio Optimization Methods for the Indian Stock Market

Paper2023

by Arup Dasgupta, Jaydip Sen, Partha Pratim Sengupta, Sayantani Roy Choudhury

Tags
optimizationportfolio managementportfolio optimization

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Suggested foundations for portfolio construction and optimisation and numerical methods. Specialist prerequisites vary by paper.

Before you read

  1. Eigenvalues and Covariance Matrices

    Understand the covariance structure of portfolio risk.

  2. Constrained and Convex Optimisation

    Identify the objective, constraints and conditions for an optimum.

  3. Vectors, Matrices and Linear Systems

    Read the linear algebra used to define a numerical problem.

Go further

  1. Mean-Variance Optimisation

    Construct allocations and examine sensitivity to estimated inputs.

  2. Portfolio Constraints

    Turn mathematical weights into feasible portfolio decisions.

  3. Calibration as an Inverse Problem

    Understand identifiability and fitted model parameters.

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