Bayesian inference for psychological theories with intractable likelihood

具有棘手可能性的心理学理论的贝叶斯推理

• 批准号: DP210103873
• 负责人: Prof Robert Kohn
• 金额: $ 26.61万
• 依托单位: The University of New South Wales
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-07-01 至 2024-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP210103873
• 关键词: Bayesian; inference; psychological; theories; intractable

This project pursues breakthroughs which allow important questions of basic and applied science to be addressed using mathematical theories from cognitive psychology. Advances are made through an interdisciplinary effort, combining recent developments in econometric and statistical methods and cognitive science. The outcomes will advance knowledge and open up new avenues for applied research in important aspects of psychology. This research will result in new methods available to the wider scientific community which open up new horizons for understanding basic cognition, and human behavior in many domains.

该项目追求突破，允许使用认知心理学的数学理论来解决基础和应用科学的重要问题。通过跨学科的努力取得了进展，结合了计量经济学和统计方法以及认知科学的最新发展。这些成果将促进知识的发展，并为心理学重要方面的应用研究开辟新的途径。这项研究将为更广泛的科学界提供新的方法，为理解许多领域的基本认知和人类行为开辟新的视野。