Education, Science, Technology, Innovation and Life
Open Access
Sign In

Application of GAMLSS Model in the Analysis of Higher Mathematics Achievements in Our University

Download as PDF

DOI: 10.23977/erej.2021.050404 | Downloads: 15 | Views: 881

Author(s)

Xinhong Liu 1, Xingyun Duan 1, Xiangyu Zhou 1, Yuan Feng 1, Chunxia Wu 1

Affiliation(s)

1 Beijing Institute of Petrochemical Technology, Beijing, 102617, China

Corresponding Author

Xingyun Duan

ABSTRACT

With the help of statistical software R, EGB2 distribution and JSUo distribution are used to fit the test results of higher mathematics, two GAMLSS models are established, and the rationality and coefficients of the models are tested. GAMLSS model not only quantifies the impact of ordinary learning on final test scores, but also provides timely feedback and control for students'learning, and provides a basis for teachers to reflect on the teaching process and improve teaching methods in time.

KEYWORDS

Data mining, GAMLSS, EGB2 distribution, JSUo distribution, regression model

CITE THIS PAPER

Xinhong Liu, Xingyun Duan, Xiangyu Zhou, Yuan Feng, Chunxia Wu. Application of GAMLSS Model in the Analysis of Higher Mathematics Achievements in Our University. Environment, Resource and Ecology Journal (2021) 5: 19-26. DOI: http://dx.doi.org/10.23977/erej.2021.050404.

REFERENCES

[1] Xu Yongmei. Analysis of teaching effect evaluation model of inquiry teaching model in higher mathematics [J]. Value engineering,2016(16):188-190.
[2] Dong Qinghua, Wang Suyan. Research on the evaluation system of "higher mathematics" learning effect based on multiple intelligences theory [J]. Textile and garment education,2016, 31(3): 251-253.
[3] Chen Wei, Yang Yue. Impact of information technology on educational ecology and educational effect: model analysis based on learning harvest [J]. University education management, 2018, 12(3): 80-86.
[4] Rigby R. A., Stasinopoulos D. M.. Generalized Additive Models for Location, Scale and Shape (with Discussion) [J]. Applied Statistics, 2005, 54(3): 507-554.
[5] Liu Xinhong, Feng Yuan, MI Haijie. Application of GAMLSS model in auto insurance pricing[J]. Mathematical practice and understanding, 2017, 47(11): 1-8.
[6] Zhang Dongdong, Lu fan, Zhou Xiangnan, et al. Inconsistency analysis of extreme precipitation in Dadu River Basin Based on GAMLSS model[J]. Water resources and hydropower technology, 2016, 47(5): 12-15.
[7] Stasinopoulos M., Rigby B.. Generalized Additive Models for Location Scale and Shape (GAMLSS) in R [J]. Journal of Statistical Software,2007, 23(7): 1-46.

Downloads: 2901
Visits: 166775

Sponsors, Associates, and Links


All published work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2016 - 2031 Clausius Scientific Press Inc. All Rights Reserved.