Linear non-Gaussian acyclic models for causal inference of latent variables in structural equation model

• Main Author: Luk, Chun To
• Other Authors: Ho Moon-Ho Ringo
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Social sciences::Statistics; Social sciences::Psychology
• Online Access: https://hdl.handle.net/10356/167946
• Institution: Nanyang Technological University

In psychology and social sciences, confirmatory data analysis and hypothesis testing are in active use, but sometimes prior studies are not available under which researchers may consider exploratory approach to analysing the data. Existing causal discovery methods designed to explore directional rel...