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Purpose

The purpose of this study is to estimate aerodynamic parameters using regularized regression-based methods.

Design/methodology/approach

Regularized regression methods used are LASSO, ridge and elastic net.

Findings

A viable option of aerodynamic parameter estimation from regularized regression-based methods is found.

Practical implications

Efficacy of the methods is examined on flight test data.

Originality/value

This study provides regularized regression-based methods for aerodynamic parameter estimation from the flight test data.

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