activity
20072023
most citedFunctional linear regression that's interpretable

253 citations · 589 across the 13 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

math.ST2015★ 134 cited

Functional additive regression

Yingying Fan, Gareth M. James, Peter Radchenko

We suggest a new method, called Functional Additive Regression, or FAR, for efficiently performing high-dimensional functional regression. FAR extends the usual linear regression m…

stat.AP2015★ 33 cited

Functional response additive model estimation with online virtual stock markets

Yingying Fan, Natasha Foutz, Gareth M. James +1

While functional regression models have received increasing attention recently, most existing approaches assume both a linear relationship and a scalar response variable. We sugges…