We propose a global smoothing method based on polynomial splines for the estimation of functional coefficient regression models for non-linear time series. Consistency and rate of convergence results ...

Multicollinearity is as serious a problem in non-linear regression as it is in linear regression, with the vectors of partial derivatives taking the place of the columns of the design matrix. The ...