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高维项目因子分析的生成对抗网络:一个深度对抗学习算法

Nanyu Luo1, Feng Ji1

  • 1Department of Applied Psychology and Human Development, https://ror.org/03dbr7087University of Toronto, Canada.

Psychometrika
|November 11, 2025
PubMed
概括

新的对抗方法在项目响应理论 (IRT) 中改进了项目因子分析 (IFA). 对抗变量贝叶斯 (AVB) 和其扩展 (IWAVB) 为复杂的数据提供了更大的灵活性和准确性,优于标准模型.

关键词:
深度学习是一种深度学习.生成性的对抗性网络.项目响应理论是物品响应理论.潜变量建模的潜变量建模变化推理推理是变化的推理.

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