The flexibility of models of recognition memory

识别记忆模型的灵活性

• 批准号: 196535265
• 负责人: Professor Dr. Karl Christoph Klauer
• 金额: --
• 依托单位: Abteilung Sozialpsychologie und Methodenlehre
• 依托单位国家: 德国
• 项目类别: Research Grants
• 财政年份: 2011
• 资助国家: 德国
• 起止时间: 2010-12-31 至 2014-12-31
• 项目状态: 已结题
• 来源: https://gepris.dfg.de/gepris/projekt/196535265?language=en
• 关键词: flexibility; models; recognition; memory

Despite decades of research, it is still a contested question which member of a set of competing models of recognition memory provides the most adequate account of the data. One of several factors contributing to this state of affairs is that the used model-selection measures only consider the number of parameters, but not the functional form of the models. We intend to develop measures of model flexibility that take functional form into account based on the minimum-description length principle. The resulting model selection measures will be useful for all research using these models in the future, not only in the field of recognition memory. In the present proposal, we focus on developing the model-selection measures for confidence rating data as collected by the vast majority of studies in the field. In a final step, the new methods are to be applied in a meta-analysis of existing data on recognition memory.

尽管进行了数十年的研究，但识别记忆的一组竞争模型中的哪一个可以提供最充分的数据解释仍然是一个有争议的问题。造成这种状况的几个因素之一是所使用的模型选择方法仅考虑参数的数量，而不考虑模型的函数形式。我们打算开发基于最小描述长度原则的模型灵活性度量，将函数形式考虑在内。由此产生的模型选择措施将对未来使用这些模型的所有研究有用，而不仅仅是在识别记忆领域。在本提案中，我们专注于开发该领域绝大多数研究收集的置信度数据的模型选择措施。最后一步，新方法将应用于对识别记忆的现有数据进行元分析。

项目成果

The flexibility of models of recognition memory: The case of confidence ratings

• DOI: 10.1016/j.jmp.2015.05.002
• 发表时间: 2015-08-01
• 期刊: JOURNAL OF MATHEMATICAL PSYCHOLOGY
• 影响因子: 1.8
• 作者: Klauer, Karl Christoph;Kellen, David
• 通讯作者: Kellen, David