通过新的免费统计软件ROP-R的集群模块探索父母附加的类型
András Vargha1,2, Ferenc Grezsa1
1Institute of Psychology, Károli Gáspár Reformed Church University, Budapest, Hungary.
Journal for person-oriented research
|June 6, 2024
概括
本研究介绍了ROP-R,这是一款基于R的免费软件,用于心理数据集群. 它证明了 ROP-RR 的存在.
科学领域:
- 心理学 心理学 心理学
- 计算统计学 计算统计学
背景情况:
- 父母的依恋对于青少年的发展至关重要.
- 现有的集群分析 (CA) 软件缺乏用户友好的界面和多样化的方法.
- 基于 R 的 ROPstat 和 R 的 ROP-R 软件提供先进的集群功能.
研究的目的:
- 用真实的心理数据展示 ROP-R 软件的集群功能.
- 评估ROP-R在复杂的分类任务中的表现,特别是使用ROPstat.
- 使用 ROP-R 的集群模块来探索父附件类型.
主要方法:
- 使用了四个ROP-R模块进行集群分析 (CA).
- 应用了各种CA方法,包括分化层次CA,k-medoids CA,k-medians CA和基于模型的CA.
- 分析了来自Mirnics等人的青少年母亲和父亲的依恋数据. (2021年). 在2021年.
主要成果:
- 分分等级CA和k-平均CA确定了一个7类结构,由k-中位数CA验证.
- k-medoids CA和基于模型的CA (MBCA) 在识别整体同质结构方面存在局限性.
- 非标准方法成功地确定了高度同质的集群,揭示了特定的附着类型.
结论:
- ROP-R为心理数据分析提供了一个多功能和用户友好的平台.
- 该软件有效地执行复杂的分类,并探索细微的附件模式.
- 不同的聚类方法产生不同的结果,强调了方法选择在依附研究中的重要性.
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