Fuzzy Linear Regression Model Based on Adaptive Lasso Method

2021 ◽  
Author(s):  
Lingtao Kong
Keyword(s):  
Linear Regression ◽  
Regression Model ◽  
Linear Regression Model ◽  
Adaptive Lasso ◽  
Fuzzy Linear Regression ◽  
Model Based ◽  
Fuzzy Linear Regression Model ◽  
Lasso Method

The Advantage of Fuzzy Linear Regression Model and the Application of Enterprise Manufacturing’ Estimation

2014 ◽  
Vol 1065-1069 ◽  
pp. 2485-2490
Author(s):  
Hao Kang ◽  
Ming Qian Wang ◽  
Ting Ai
Keyword(s):  
Linear Regression ◽  
Regression Model ◽  
Linear Regression Model ◽  
Fuzzy Linear Regression ◽  
Estimation Process ◽  
Model Based ◽  
Application Analysis ◽  
Fuzzy Linear Regression Model

s: this text puts forward the estimation process of typical linear regression model first, then, puts forward the establishment of fuzzy linear regression model based on it. At last, in enterprise manufacturing’ estimation, passing contrast application analysis to explained the advantage of fuzzy linear regression model.

The fuzzy linear regression model for finding sales forcastion from financial leasing in China’s equipment manufacturing industries

2021 ◽  
Vol 40 (4) ◽  
pp. 8477-8484
Author(s):  
Chengke Zhu ◽  
Junshan Wang
Keyword(s):  
Linear Regression ◽  
Regression Model ◽  
Linear Regression Model ◽  
Substantial Effect ◽  
Manufacturing Industries ◽  
Fuzzy Linear Regression ◽  
Sales Revenue ◽  
Financial Leasing ◽  
Equipment Manufacturing ◽  
Fuzzy Linear Regression Model

With the development of technology and artificial intelligence(AI), financial leasing is used frequently in China’s equipment manufacturing industries, especially after 2008, which attracts our attention. This paper focuses on the problem. A theoretical model is provided in the paper to explain the motivation that why financial leasing is used in equipment manufacturing industries. In this paper, we employ multi-level fuzzy linear regression model to analyze data of manufacturing equipment industry of China in order to discover impact between sales revenue and financial leasing. We also discover credit sale forecasting using this model. We discover that economic leasing has a constructive important effect on sales revenue in total samples, which is consistent with the theoretical framework. However, the results are different in sub-industries, which shows that economic leasing has a constructive and important effect on sales profits in some sub-industries, but some of them are not. Furthermore, we also find that asset characteristics has a substantial effect on financial leasing decision. The outcome demonstrates that the more precise the asset, the easier it can be leased.

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