A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors
نویسندگان
چکیده
منابع مشابه
A bayesian hierarchical model for classification with selection of functional predictors.
In functional data classification, functional observations are often contaminated by various systematic effects, such as random batch effects caused by device artifacts, or fixed effects caused by sample-related factors. These effects may lead to classification bias and thus should not be neglected. Another issue of concern is the selection of functions when predictors consist of multiple funct...
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ژورنال
عنوان ژورنال: Biometrics
سال: 2009
ISSN: 0006-341X
DOI: 10.1111/j.1541-0420.2009.01283.x