2 papers
stat.ME2019
Sparse Estimation of Historical Functional Linear Models with a Nested Group Bridge Approach
Xiaolei Xun, Jiguo Cao
The conventional historical functional linear model relates the current value of the functional response at time t to all past values of the functional covariate up to time t. Moti…
stat.ME2018
Estimating Historical Functional Linear Models with a Nested Group Bridge Approach
Tianyu Guan, Zhenhua Lin, Jiguo Cao
We study a scalar-on-function historical linear regression model which assumes that the functional predictor does not influence the response when the time passes a certain cutoff p…