<abstract xmlns="http://www.w3.org/1999/xhtml">
<p>Artificial intelligence has had varying degrees of impact on various industries, and many traditional financial tasks have been replaced by artificial robots, which will inevitably lead to the transformation of financial accounting to management accounting, which is also the key to the continuous development of enterprises. Firstly, this paper proposes a multiple linear regression algorithm, which is solved by the classical least squares method, while the parity results of the least squares method are relatively stable and generally do not have valuation drift. Then, we analyze management accounting and financial accounting, analyze the importance of using both in enterprise financial management and propose some specific application paths based on this to provide help for enterprise financial management. Finally, a multiple regression algorithm is used to analyze management accounting and financial accounting data. The regression analysis results showed that the coefficient of management accounting and financial accounting change and the degree of competition was 0.7952, t=2.4457, F=5.9813, R2=0.0520, and management accounting and financial accounting change were not significantly influenced by the size of the enterprise and competition. This study improves the traditional accounting concept, establishes a perfect accounting system, realizes the integration of organizations, and pays attention to the importance of consolidating original resources to provide some theoretical guidance for the effective improvement of enterprise financial management quality.</p>
</abstract>

Artificial intelligence has had varying degrees of impact on various industries, and many traditional financial tasks have been replaced by artificial robots, which will inevitably lead to the transformation of financial accounting to management accounting, which is also the key to the continuous development of enterprises. Firstly, this paper proposes a multiple linear regression algorithm, which is solved by the classical least squares method, while the parity results of the least squares method are relatively stable and generally do not have valuation drift. Then, we analyze management accounting and financial accounting, analyze the importance of using both in enterprise financial management and propose some specific application paths based on this to provide help for enterprise financial management. Finally, a multiple regression algorithm is used to analyze management accounting and financial accounting data. The regression analysis results showed that the coefficient of management accounting and financial accounting change and the degree of competition was 0.7952, t=2.4457, F=5.9813, R2=0.0520, and management accounting and financial accounting change were not significantly influenced by the size of the enterprise and competition. This study improves the traditional accounting concept, establishes a perfect accounting system, realizes the integration of organizations, and pays attention to the importance of consolidating original resources to provide some theoretical guidance for the effective improvement of enterprise financial management quality.

The use of management accounting and financial accounting in financial management based on multiple linear regression algorithm

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Artificial intelligence has had varying degrees of impact on various industries, and many traditional financial tasks have been replaced by artificial robots,...

The use of management accounting and financial accounting in financial management based on multiple linear regression algorithm

Published Online: Aug 21, 2023

Page range: -

Received: Sep 24, 2022

Accepted: Mar 01, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00218

Keywords
Multiple linear regression algorithm, Least squares, Valuation drift, Parity results, Financial management.

© 2023 Yu Liu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

The use of management accounting and financial accounting in financial management based on multiple linear regression algorithm

Published Online: Aug 21, 2023

Page range: -

Received: Sep 24, 2022

Accepted: Mar 01, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00218

KeywordsMultiple linear regression algorithm, Least squares, Valuation drift, Parity results, Financial management.

© 2023 Yu Liu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Multiple linear regression algorithm, Least squares, Valuation drift, Parity results, Financial management.