R. Aza¨?saza¨?s, A. Gégout-petit, and J. Saracco, Optimal quantization applied to sliced inverse regression

V. Bally, J. Pagès, and . Printems, A QUANTIZATION TREE METHOD FOR PRICING AND HEDGING MULTIDIMENSIONAL AMERICAN OPTIONS, Mathematical Finance, vol.26, issue.2, pp.119-168, 2005.
DOI : 10.1287/moor.27.1.121.341

URL : https://hal.archives-ouvertes.fr/hal-00101786

R. D. Cook, Principal Hessian Directions Revisited, Journal of the American Statistical Association, vol.18, issue.441, pp.84-94, 1998.
DOI : 10.1080/01621459.1998.10474090

R. D. Cook, Save: a method for dimension reduction and graphics in regression, Communications in Statistics - Theory and Methods, vol.41, issue.9-10, pp.2109-2121, 2000.
DOI : 10.2307/2290640

B. De-saporta, F. Dufour, C. Elegbede, and H. Zhang, Arrêt optimal pour la maintenance prédictive, Proceedings of ?µ, 2010.

B. De-saporta, F. Dufour, and K. Gonzales, Numerical method for optimal stopping of piecewise deterministic Markov processes, The Annals of Applied Probability, vol.20, issue.5, pp.1607-1637, 2010.
DOI : 10.1214/09-AAP667

URL : https://hal.archives-ouvertes.fr/hal-00367964

N. Duan and K. Li, Slicing Regression: A Link-Free Regression Method, The Annals of Statistics, vol.19, issue.2, pp.505-530, 1991.
DOI : 10.1214/aos/1176348109

A. Gannoun, S. Girard, C. Guinot, and J. Saracco, Sliced inverse regression in reference curves estimation, Computational Statistics & Data Analysis, vol.46, issue.1, pp.103-122, 2004.
DOI : 10.1016/S0167-9473(03)00141-5

URL : https://hal.archives-ouvertes.fr/hal-00724646

S. Graph and H. Luschgy, Foundations of quantization for random vectors, Lecture Notes in Mathematics, vol.1730, 2000.

G. Pagès, A space quantization method for numerical integration, Journal of Computational and Applied Mathematics, vol.89, issue.1, pp.1-38, 1998.
DOI : 10.1016/S0377-0427(97)00190-8

G. Pagès, H. Pham, and J. Printems, Optimal Quantization Methods and Applications to Numerical Problems in Finance, Handbook of computational and numerical methods in finance, pp.253-297, 2004.
DOI : 10.1007/978-0-8176-8180-7_7

P. Zador, Development and evaluation of procedures for quantizing multivariate distributions, 1963.