A. Antoniadis, J. Berruyer, and R. Carmona, Régression non linéaire et applications, 1992.

M. Bishop, Neural Networks for Pattern Recognition, 1995.

W. L. Buntine and A. S. Weigend, Bayesian Back-propagation, Complex Systems, vol.5, pp.603-643, 1991.

B. Efron and R. J. Tibshirani, An introduction to the bootstrap, 1993.
DOI : 10.1007/978-1-4899-4541-9

L. K. Hansen and J. Larsen, Linear unlearning for cross validation Advances in computational mathematics 5, pp.296-280, 1996.

L. K. Hansen and J. Larsen, Comments for: Rivals I. & Personnaz L, 2000.

D. J. Mackay, Bayesian Interpolation, Neural Computation, vol.49, issue.3, pp.415-447, 1992.
DOI : 10.1093/comjnl/11.2.185

D. J. Mackay, A Practical Bayesian Framework for Backpropagation Networks, Neural Computation, vol.4, issue.3, pp.448-472, 1992.
DOI : 10.1038/323533a0

I. Rivals and L. Personnaz, Construction of confidence intervals for neural networks based on least squares estimation, Neural Networks, vol.13, issue.4-5, pp.463-484, 2000.
DOI : 10.1016/S0893-6080(99)00080-5

URL : https://hal.archives-ouvertes.fr/hal-00798661

G. A. Seber and C. Wild, Nonlinear regression, 1989.
DOI : 10.1002/0471725315