This seems like a relevant reference in Jan's paper:

] N. Cahill, A. C. Parnell, A. C. Kemp, B. P. Horton, “Modeling sea-level change using errors-in-variables
integrated Gaussian processes”, 24th December 2013,

http://arxiv.org/pdf/1312.6761.pdf
.