vbvs.concurrent: Fitting Methods for the Functional Linear Concurrent Model
نویسندگان
چکیده
منابع مشابه
Variable selection in the functional linear concurrent model.
We propose methods for variable selection in the context of modeling the association between a functional response and concurrently observed functional predictors. This data structure, and the need for such methods, is exemplified by our motivating example: a study in which blood pressure values are observed throughout the day, together with measurements of physical activity, location, posture,...
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We propose a flexible regression model to study the association between a functional response and multiple functional covariates that are observed on the same domain. Specifically, we relate the mean of current response to current values of the covariates by sum of smooth unknown bi-variate functions, where each of the functions depends on the current value of the covariate and the time point i...
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ژورنال
عنوان ژورنال: The Journal of Open Source Software
سال: 2016
ISSN: 2475-9066
DOI: 10.21105/joss.00141