ABSTRACT

One of the beauties of the roughness penalty approach is its conceptual versatility. In previous chapters we have considered the applications of roughness penalties in a variety of ‘standard’ situations, almost all of them naturally arising in linear modelling or generalized linear modelling. In this chapter we explore a number of extensions. Some of these are to more general problems, while others are to specific problems not easily or naturally dealt with by other methods.