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| 基于贝叶斯方法的大学生学习成绩影响因素分析 | |
| 引用本文： | 徐永利,胡锡健,于丽亚.基于贝叶斯方法的大学生学习成绩影响因素分析[J].兵团教育学院学报,2009,19(1):42-44,47. |
| 作者姓名： | 徐永利 胡锡健 于丽亚 |
| 作者单位： | 1. 石河子大学师范学院数学系,新疆,石河子,832000 2. 新疆大学数学与系统科学学院,新疆,乌鲁木齐,830046 3. 新疆职业大学公共教学部,新疆,乌鲁木齐,830013 |
| 摘 要： | 本文采用社会科学研究中常用的贝叶斯方法，利用MCMC模拟中的Gibbs抽样技术，分析了新疆大学某学院本科生的学习成绩的影响因素，研究发现，高考分数和地域因素对该系学生的学业影响较大，同时发现地域和高考分数的交互作用对学生学习成绩也具有较明显的影响。为分析新疆大学学生的学习差异提供了科学依据。 |
| 关 键 词： | 贝叶斯方法 MCMC模拟 Gibbs抽样 学生成绩 影响因素 |
Analysis of the Factors Affecting College Students' Study Based on Bayesian Method |
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| XU Yong-li,HU Xi-jian,YU Li-ya.Analysis of the Factors Affecting College Students'''' Study Based on Bayesian Method[J].Journal of Bingtuan Education Institute,2009,19(1):42-44,47. | |
| Authors: | XU Yong-li HU Xi-jian YU Li-ya |
| Institution: | 1.Teachers College of Shihezi University /Bingtuan Education Institute;Shihezi;Xinjiang 832003;China;2.Xinjiang University;Urumqi;Xinjiang 830046;3.Xinjiang Vocational University;Xinjiang 830013;China |
| Abstract: | This paper uses Bayesian method and Gibbs Sampling in MCMC simulation,which are widely used in social science research to analyze the factors which affect the grades of the students in a college of Xinjiang University.Through the research,we found that area factor and entrance exam scores had important impact on students' study in university.And we also found the joint effect of area and entrance scores also have impact on students study.This research provides scientific basis to analyze students' study dif... |
| Keywords: | Bayesian method MCMC simulation Gibbs Sampling students grades contributing factors |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |