Reduced rank regression models with latent variables in Bayesian functional data analysis

Bayesian Analysis

Angelika van der Linde¹ 

关键词: functional data analysis;    functional canonical correlation analysis;    functional regression;    functional prediction;    functional discriminant analysis;   

DOI  :  10.1214/11-BA603

学科分类：统计和概率

来源: Institute of Mathematical Statistics

【 摘 要 】

In functional data analysis (FDA) it is of interest to generalize techniques of multivariate analysis like canonical correlation analysis or regression to functions which are often observed with noise. In the proposed Bayesian approach to FDA two tools ar

【 授权许可】

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