ABSTRACT

In the previous chapters we have assumed that observations are independent with equal variances. These assumptions may not be appropriate for many applications. This chapter presents spline smoothing methods for heteroscedastic and/or correlated observations. Before introducing these methods, we first illustrate potential problems associated with the presence of heteroscedasticity and correlation in spline smoothing.