<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Hainan coconut carving is regarded as an excellent traditional cultural treasure of the Chinese nation, which has a long history with a long history, but the current dissemination of the art of Hainan coconut carving is faced with the dilemma of decline. This paper carries out the construction of a multiple linear regression model, using the least squares method to determine the regression parameters and find the maximum likelihood estimation of the regression parameters. Then, the relevant elements of the art communication path, based on the elements of the construction of the art communication of multiple linear regression model and the production of questionnaires used to obtain the art communication path influence factors data. The least squares and maximum likelihood parameter estimation are numerically simulated, and the art communication path is analyzed using multiple linear regression. The results show that the mean square error of the least squares method is below 0.001 when the sample size of maximum likelihood estimation is increased from 100 to 300, the error rate of different parameters is reduced by 70.83%, and the significance of the influencing factors in the multivariate linear regression model is less than 0.05. Based on the linear regression, we can analyze the influencing factors of the dissemination path of the art of Hainan Coconut Sculpture, which provides a reference to the further expansion of the art of Hainan Coconut Sculpture. It can provide a reference for further expanding the dissemination of Hainan coconut carving art.</p>
</abstract>

Hainan coconut carving is regarded as an excellent traditional cultural treasure of the Chinese nation, which has a long history with a long history, but the current dissemination of the art of Hainan coconut carving is faced with the dilemma of decline. This paper carries out the construction of a multiple linear regression model, using the least squares method to determine the regression parameters and find the maximum likelihood estimation of the regression parameters. Then, the relevant elements of the art communication path, based on the elements of the construction of the art communication of multiple linear regression model and the production of questionnaires used to obtain the art communication path influence factors data. The least squares and maximum likelihood parameter estimation are numerically simulated, and the art communication path is analyzed using multiple linear regression. The results show that the mean square error of the least squares method is below 0.001 when the sample size of maximum likelihood estimation is increased from 100 to 300, the error rate of different parameters is reduced by 70.83%, and the significance of the influencing factors in the multivariate linear regression model is less than 0.05. Based on the linear regression, we can analyze the influencing factors of the dissemination path of the art of Hainan Coconut Sculpture, which provides a reference to the further expansion of the art of Hainan Coconut Sculpture. It can provide a reference for further expanding the dissemination of Hainan coconut carving art.

Combined with linear regression analysis of Hainan coconut carving art dissemination path analysis

Qiongtai Normal University Academy of FineArts

Applied Mathematics and Nonlinear Sciences

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

Hainan coconut carving is regarded as an excellent traditional cultural treasure of the Chinese nation, which has a long history with a long history, but the...

Combined with linear regression analysis of Hainan coconut carving art dissemination path analysis

Published Online: Dec 16, 2023

Page range: -

Received: Jan 30, 2023

Accepted: Jun 26, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01514

Keywords
Linear regression, Least squares, Maximum likelihood, Parameter estimation, Hainan Coconut Sculpture

© 2023 Xiang Qian et al., published by Sciendo

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

Combined with linear regression analysis of Hainan coconut carving art dissemination path analysis

Published Online: Dec 16, 2023

Page range: -

Received: Jan 30, 2023

Accepted: Jun 26, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01514

KeywordsLinear regression, Least squares, Maximum likelihood, Parameter estimation, Hainan Coconut Sculpture

© 2023 Xiang Qian et al., published by Sciendo

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

Keywords
Linear regression, Least squares, Maximum likelihood, Parameter estimation, Hainan Coconut Sculpture