Guengoer, Muammer; Jardine, Fred H.; Wheatley, J. Denis, Journal of the Chemical Society, Dalton Transactions, 1988, p. 1653 - 1656
作者:Guengoer, Muammer、Jardine, Fred H.、Wheatley, J. Denis
DOI:——
日期:——
Linear functional regression: The case of fixed design and functional response
作者:Antonio Cuevas、Manuel Febrero、Ricardo Fraiman
DOI:10.2307/3315952
日期:2002.6
AbstractThe authors consider the problem of simple linear regression when the exogenous and endogenous variables are functional and the design is fixed. They propose an estimator for the underlying linear operator and prove its consistency under some conditions which ensure that the design is sufficiently informative. They consider the classical calibration (or inverse regression) problem and analyze a consistent estimator. They also give a simulation study. The proposed method is not hard to implement in practice.