M. Baudry and C. Y. Robert, A machine learning approach for individual claims reserving in insurance, Applied Stochastic Models in Business and Industry, vol.35, issue.5, pp.1127-1155, 2019.

S. M. Bischofberger, M. Hiabu, and A. Isakson, Continuous chain-ladder with paid data, Scandinavian Actuarial Journal, vol.0, issue.0, pp.1-26, 2019.

S. Björkwall, O. Hössjer, and E. Ohlsson, Non-parametric and parametric bootstrap techniques for age-to-age development factor methods in stochastic claims reserving, Scandinavian Actuarial Journal, issue.4, pp.306-331, 2009.

W. Bluhm, Duration-based policy reserves, Transactions of Society of Actuaries, vol.45, pp.11-53, 1993.

L. Breiman, R. Friedman, C. Olshen, and . Stone, Classification and Regression Trees, 1984.

D. R. Cox, Regression models and life tables (with discussion), Journal of the Royal Statistical Society: Series B, vol.34, issue.2, pp.187-220, 1972.

F. Duval and M. Pigeon, Individual loss reserving using a gradient boosting-based approach, Risks, vol.7, issue.79, pp.1-19, 2019.

P. England and R. Verrall, Analytic and bootstrap estimates of prediction errors in claims reserving, Insurance: Mathematics and Economics, vol.25, issue.3, pp.281-293, 1999.

R. Thomas, D. Fleming, and . Harrington, Counting processes and survival analysis, vol.169, 2011.

R. Thomas, D. Fleming, and . Harrington, Counting processes and survival analysis, vol.169, 2011.

S. Galimberti, P. Sasieni, and M. G. Valsecchi, A weighted kaplan-meier estimator for matched data with application to the comparison of chemotherapy and bone-marrow transplant in leukaemia, Statistics in Medicine, vol.21, issue.24, pp.3847-3864, 2002.

T. Shulamith, T. Gross, and . Lai, Nonparametric estimation and regression analysis with left-truncated and right-censored data, Journal of the American Statistical Association, vol.91, issue.435, pp.1166-1180, 1996.

M. Hiabu, On the relationship between classical chain ladder and granular reserving

, Scandinavian Actuarial Journal, vol.2017, issue.8, pp.708-729, 2017.

. Hemant-ishwaran, B. Udaya, E. H. Kogalur, M. S. Blackstone, and . Lauer, Random survival forests. The annals of applied statistics, vol.2, pp.841-860, 2008.

O. Lopez, A censored copula model for micro-level claim reserving, Insurance: Mathematics and Economics, vol.87, pp.2685-2716, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01706935

O. Lopez, X. Milhaud, and P. Thérond, A tree-based algorithm adapted to microlevel reserving and long development claims, ASTIN Bulletin, pp.1-22, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01868744

A. Maegebier, Valuation and risk assessment of disability insurance using a discrete time trivariate markov renewal reward process, Insurance: Mathematics and Economics, vol.53, issue.3, pp.802-811, 2013.

M. Miranda, J. P. Nielsen, S. Sperlich, and R. Verrall, Continuous chain ladder: Reformulating and generalizing a classical insurance problem, Expert Systems with Applications, vol.40, issue.14, pp.5588-5603, 2013.

A. M. Molinaro, S. Dudoit, and M. J. Van-der-laan, Tree-based multivariate regression and density estimation with right-censored data, Journal of Multivariate Analysis, vol.90, issue.1, pp.154-177, 2004.

J. R. Paulo, J. Pinheiro, M. Manuel-andrade-e-silva, L. De, and . Centeno, Bootstrap methodology in claim reserving, The Journal of Risk and Insurance, vol.70, issue.4, pp.701-714, 2003.

D. G. Pitt, Modelling the claim duration of income protection insurance policyholders using parametric mixture models, Annals of Actuarial Science, vol.2, issue.1, pp.1-24, 2007.

C. Sellero, W. G. Manteiga, and I. Van-keilegom, Uniform representation of product-limit integrals with applications, Scandinavian Journal of Statistics, vol.32, issue.4, pp.563-581, 2005.

L. Spierdijk and R. H. Koning, Calculating loss reserves in a multistate model for income insurance, 2011.

W. Tsai, N. P. Jewell, and M. Wang, A note on the product-limit estimator under right censoring and left truncation, Biometrika, vol.74, issue.4, pp.883-886, 1987.

F. Wahl, M. Lindholm, and R. Verrall, The collective reserving model, vol.87, pp.34-50, 2019.

M. V. Wüthrich, Machine learning in individual claims reserving, Scandinavian Actuarial Journal, issue.6, pp.465-480, 2018.

M. V. Wüthrich, Neural networks applied to chain-ladder reserving, European Actuarial Journal, vol.8, issue.2, pp.407-436, 2018.