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MAXIMIZATION OF THE DYNAMIC CRITERION OF CONSISTENCY OF BEHAVIOR AS A PARTIALLY BOOLEAN LINEAR PROGRAMMING PROBLEM
Keywords:
linear regression model, loss function, method of least absolute deviations, dynamic criterion of behavior consistency, partial Boolean linear programming problem.DOI:
https://doi.org/10.17654/0974165822003Abstract
The paper proposes a method for solving the problem of simultaneous maximization of the dynamic criterion for the consistency of the behavior of the calculated and actual values of the dependent variable of the linear regression model and minimization of the loss function corresponding to the method of least absolute deviations. This method allows one to reduce such a problem to a partially Boolean linear programming problem.
Received: August 18, 2021
Accepted: November 16, 2021
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