Modified instrumental variables method with sliding Window

The task of constructing a mathematical model of the object under study is not only of interest in itself, but is also part of the optimization problem, the quality of the solution of which depends significantly on the complexity of the model used. Therefore, in practice, it is often justified to simplify the mathematical model of an object and present it in the form of regression equations.