id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-23570	Zhang, Yiteng	Application of Bayesian Method in Linear Regression	2024	4	.pdf	application/pdf	2746	126	44	Bayesian linear regression can provide the probability distribution of output, rather than just a single point estimate, which is particularly important for small sample data sets; Bayesian method can introduce prior knowledge to improve the robustness and generalization ability of the model. By combing and analyzing the relevant literature, it can be found that the existing researches mainly focus on the theoretical research, algorithm optimization and numerical calculation of Bayesian linear regression model.	cache/ajst-23570.pdf	txt/ajst-23570.txt