Michael G. Akritas, On the Use of Nonparametric Regression Techniques for Fitting Parametric Regression Models, Biometrics, Vol. 52, No. 4 (Dec., 1996), pp. 1342-1362 ...

The Annals of Statistics, Vol. 29, No. 5 (Oct., 2001), pp. 1361-1400 (40 pages) In the problem of testing the equality of k regression curves from independent samples, we discuss three methods using ...

Recent advances in nonparametric regression for functional data have focused on enhancing estimator performance whilst addressing practical issues such as bandwidth selection and model adaptivity.

In case we know the relationship between the response and part of explanatory variables and do not know the relationship between the response and the other part of explanatory variables we use ...

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Nonparametric Regression for Functional Data Publication Trend The graph below shows the total number of publications each year in Nonparametric Regression for Functional Data.