With the steady growth of computer technologies, the application of statistical techniques to analyze extensive datasets has garnered substantial attention. The analysis of three-way …
X Ma, J Zhao, C Shang, F Jiang, PLH Yu - arXiv preprint arXiv:2401.02203, 2024 - arxiv.org
Factor Analysis based on multivariate $ t $ distribution ($ t $ fa) is a useful robust tool for extracting common factors on heavy-tailed or contaminated data. However, $ t $ fa is only …
Y Wang, J Zhao, F Jiang, L Shi, J Pan - arXiv preprint arXiv:2406.04150, 2024 - arxiv.org
Random effects meta-analysis model is an important tool for integrating results from multiple independent studies. However, the standard model is based on the assumption of normal …
Artificial Intelligence (AI) and Machine Learning (ML) have been rapidly advancing in recent years, with many new techniques and models being developed. One area of AI and ML that …