Nonparametric inference in connection with multiple decrement models, Scandinavian Journal of Statistics, pp.15-27, 1976. ,
Nonparametric inference for a family of counting processes, The Annals of Statistics, pp.701-726, 1978. ,
Semiparametric estimation of conditional copulas, Journal of Multivariate Analysis, vol.110, pp.43-73, 2012. ,
Principes du conseil en assurance, 2018. ,
Tree-structured proportional hazards regression modeling, Biometrics, pp.471-485, 1994. ,
Estimation of bivariate and marginal distributions with censored data, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.65, issue.2, pp.457-471, 2003. ,
The central limit theorem under censoring, Bernoulli, vol.6, issue.6, pp.1109-1120, 2000. ,
Theory for the measurement of competing risks in animal experiments, Mathematical Biosciences, vol.6, pp.1-11, 1970. ,
Lignes directrices de la construction des lois de maintien en incapacité et en invalidité. Note méthodologique de l, 2010. ,
Tvar-based capital allocation with copulas, Insurance: Mathematics and Economics, vol.45, issue.3, pp.348-361, 2009. ,
The euro and european financial market dependence, Journal of Banking & Finance, vol.31, issue.5, pp.1461-1481, 2007. ,
An essay towards solving a problem in the doctrine of chances, p.53, 1763. ,
Detecting and modeling worst-case dependence structures between random inputs of computational reliability models, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01779484
Nonparametric regression with randomly censored survival data, Tech. Rep.). Univ. California, 1981. ,
Essai d'une nouvelle analyse de la mortalité causée par la petite vérole et des avantages de l'inoculation pour la prévenir. Histoire de l'académie royale des sciences, p.1760, 1766. ,
A random forest guided tour, Test, vol.25, issue.2, pp.197-227, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01221748
Continuous-time semi-markov inference of biometric laws associated with a long-term care insurance portfolio, ASTIN Bulletin: The Journal of the IAA, vol.47, issue.2, pp.527-561, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01220564
Risk models with dependence between claim occurrences and severities for atlantic hurricanes, Insurance: Mathematics and Economics, vol.54, pp.123-132, 2014. ,
On a joint frequency and severity loss model applied to earthquake risk, 2017. ,
A review of survival trees, Statistics Surveys, vol.5, pp.44-71, 2011. ,
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol.2, issue.6, pp.493-507, 2012. ,
Measuring mortality heterogeneity with multi-state models and interval-censored data, Insurance: Mathematics and Economics, vol.72, pp.67-82, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01215350
Analyse mathématique sur les probabilités des erreurs de situation d'un point, 1844. ,
Bagging predictors. Machine learning, vol.24, pp.123-140, 1996. ,
Random forests. Machine learning, vol.45, pp.5-32, 2001. ,
Classification and regression trees, 1984. ,
Heuristics of instability and stabilization in model selection, The annals of statistics, vol.24, issue.6, pp.2350-2383, 1996. ,
Do restricted driver's licenses lower crash risk among older drivers? a survival analysis of insurance data from british columbia, The Gerontologist, vol.49, issue.4, pp.474-484, 2009. ,
Bivariate survival models for coupled lives, Scandinavian Actuarial Journal, issue.1, pp.17-32, 2000. ,
Analysis of bivariate tail dependence using extreme value copulas: An application to the soa medical large claims database, Belgian Actuarial Journal, vol.3, issue.1, pp.33-41, 2003. ,
Copules et risques multiples. Chapter 6 in the book, 2013. ,
The estimation of copulas: Theory and practice, 2007. ,
Fast remote but not extreme quantiles with multiple factors: applications to solvency ii and enterprise risk management, European Actuarial Journal, vol.1, issue.1, pp.131-157, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00517766
Random forests for genomic data analysis, Genomics, issue.6, pp.323-329, 2012. ,
Median regression tree for analysis of censored survival data, IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, vol.38, issue.3, pp.715-726, 2008. ,
Stratification by stepwise regression, correspondence analysis and recursive partition: a comparison of three methods of analysis for survival data with covariates, Computational statistics & data analysis, vol.4, issue.3, pp.185-204, 1986. ,
A model for association in bivariate life tables and its application in epidemiological studies of familial tendency in chronic disease incidence, Biometrika, vol.65, issue.1, pp.141-151, 1978. ,
A note on the computation of sharp numerical bounds for the distribution of the sum, product or ratio of dependent risks, Journal of Multivariate Analysis, vol.130, pp.1-20, 2014. ,
Collective risk models with dependence, 2018. ,
Tail approximations for sums of dependent regularly varying random variables under archimedean copula models, Methodology and Computing in Applied Probability, pp.1-30, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02006795
On multivariate extensions of value-at-risk, Journal of multivariate analysis, vol.119, pp.32-46, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00638382
On multivariate extensions of conditional-tailexpectation, Insurance: Mathematics and Economics, vol.55, pp.272-282, 2014. ,
Regression models and life-tables, Journal of the Royal Statistical Society, vol.34, pp.187-220, 1972. ,
Copulas checker-type approximations: Application to quantiles estimation of sums of dependent random variables, Communications in Statistics-Theory and Methods, pp.1-19, 2019. ,
Tree based weighted learning for estimating individualized treatment rules with censored data, Electronic journal of statistics, vol.11, issue.2, pp.3927-3953, 2017. ,
, Consistency of survival tree and forest models: splitting bias and correction, 2017.
Development of life insurance surrender values in the united states. SS Huebner Foundation for Insurance Education, 1973. ,
The economics of insurance intermediaries, Journal of Risk and Insurance, vol.73, issue.3, pp.359-396, 2006. ,
Uniform consistency of the kernel conditional kaplan-meier estimate, Ann. Statist, vol.17, issue.3, pp.1157-1167, 1989. ,
Kaplan-meier estimate on the plane, The Annals of Statistics, vol.16, issue.4, pp.1475-1489, 1988. ,
Exponential survival trees, Statistics in Medicine, vol.8, issue.8, pp.947-961, 1989. ,
La fonction de dependence empirique et ses proprietes, un test non parametrique d'independance. Bulletin de la classe des sciences, vol.65, pp.274-292, 1979. ,
Actuarial theory for dependent risks: measures, orders and models, 2006. ,
Risk classification in life and health insurance: extension to continuous covariates, European Actuarial Journal, pp.1-11, 2018. ,
About tests of the simplifying assumption for conditional copulas, Dependence modeling, issue.5, pp.154-197, 2017. ,
Risk aggregation in solvency ii: How to converge the approaches of the internal models and those of the standard formula?, Bulletin Français d'Actuariat, vol.9, issue.18, pp.107-145, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00403662
Dynamic copula models for multivariate highfrequency data in finance, p.81, 2004. ,
Estimating a bivariate tail: a copula based approach, Journal of Multivariate Analysis, vol.119, pp.81-100, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00475386
Copulas of a vector-valued stationary weakly dependent process, 2005. ,
Les dépenses de santé depuis 1950.Études et résultats de la Drees, 2017. ,
Les dépenses de santé en 2017 -résultats des comptes de la santé. Panoramas de la Drees -santé, 2018. ,
L'histoire de la mutualité: quatre grands défis, Les Tribunes de la sante, pp.49-54, 2011. ,
The customer, the insurer and the market, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01616152
An empirical process approach to the uniform consistency of kernel-type function estimators, Journal of Theoretical Probability, vol.13, issue.1, pp.1-37, 2000. ,
Uniform in bandwidth consistency of kernel-type function estimators, Ann. Statist, vol.33, issue.3, pp.1380-1403, 2005. ,
Modelling multivariate extremes. Extremes and integrated risk management, pp.59-67, 2000. ,
Recherches générales sur la mortalité et la multiplication du genre humain ,
Random survival forests models for sme credit risk measurement, Methodology and computing in applied probability, vol.11, issue.1, pp.29-45, 2009. ,
Multivariate hydrological frequency analysis using copulas, Water resources research, issue.1, p.40, 2004. ,
From statistics to mathematical finance, 2017. ,
Single-index copulas, Journal of Multivariate Analysis, vol.165, pp.27-55, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01700864
Weak convergence of empirical copula processes, Bernoulli, vol.10, issue.5, pp.847-860, 2004. ,
Nonparametric estimation of copulas for time series, Journal of Risk, pp.25-54, 2003. ,
Some statistical pitfalls in copula modelling for financical applications, capital formation, gouvernance and banking, 2005. ,
, Counting processes and survival analysis, vol.169, 2011.
On the simultaneous associativity off (x, y) andx+y-f (x, y), 1979. ,
, Aequationes mathematicae, vol.19, issue.1, pp.194-226
, Predictive modeling applications in actuarial science, vol.1, 2014.
Understanding relationships using copulas, North American actuarial journal, vol.2, issue.1, pp.1-25, 1998. ,
Survival trees for left-truncated and right-censored data, with application to time-varying covariate data, Biostatistics, vol.18, issue.2, pp.352-369, 2016. ,
Conditional copula models for rightcensored clustered event time data, Biostatistics, vol.19, issue.2, pp.247-262, 2018. ,
The advent of copulas in finance, 2013. ,
, Copulae and multivariate probability distributions in finance, pp.13-22
A semiparametric estimation procedure of dependence parameters in multivariate families of distributions, Biometrika, vol.82, issue.3, pp.543-552, 1995. ,
A semiparametric estimation procedure of dependence parameters in multivariate families of distributions, Biometrika, vol.82, issue.3, pp.543-552, 1995. ,
Copules archimédiennes et families de lois bidimensionnelles dont les marges sont données, Canadian Journal of Statistics, vol.14, issue.2, pp.145-159, 1986. ,
The joy of copulas: Bivariate distributions with uniform marginals, The American Statistician, vol.40, issue.4, pp.280-283, 1986. ,
Estimators based on kendall's tau in multivariate copula models, Australian & New Zealand Journal of Statistics, vol.53, issue.2, pp.157-177, 2011. ,
Consistent estimation of the expected brier score in general survival models with right-censored event times, Biometrical Journal, vol.48, issue.6, pp.1029-1040, 2006. ,
De la mutualitéà la sécurité sociale: conflits et convergences, 1986. ,
Mutualité/sécurité sociale (1945-1950): la convergence conflictuelle, pp.39-52, 2008. ,
On the distribution of sums of random variables with copula-induced dependence, Insurance: Mathematics and Economics, vol.59, pp.27-44, 2014. ,
Nonparametric testing for no covariate effects in conditional copulas, Statistics, vol.51, issue.3, pp.475-509, 2017. ,
Conditional copulas, association measures and their applications, Computational Statistics & Data Analysis, vol.55, issue.5, pp.1919-1932, 2011. ,
Large sample behaviour of the product-limit estimator on the whole line, Ann. Statist, vol.11, issue.1, pp.49-58, 1983. ,
Support vector regression for right censored data, Electronic Journal of Statistics, vol.11, issue.1, pp.532-569, 2017. ,
Copula-based models of systemic risk in us agriculture: implications for crop insurance and reinsurance contracts, American Journal of Agricultural Economics, vol.97, issue.3, pp.879-896, 2014. ,
Bills of mortality. Natural and political observations, 1662. ,
Non-parametric copula estimation under bivariate censoring, Scandinavian Journal of Statistics, vol.42, issue.4, pp.925-946, 2015. ,
A simplified model for studying bivariate mortality under right-censoring, Journal of Multivariate Analysis, vol.115, pp.181-192, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00683483
Forecasting mortality rate improvements with a high-dimensional var, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01613050
Utilisation des estimateurs de kaplan-meier par génération et de hoem pour la construction de tables de mortalité prospectives, 2017. ,
Non-parametric inference of transition probabilities based on aalen-johansen integral estimators for acyclic multi-state models: application to ltc insurance, Insurance: Mathematics and Economics, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01183542
Time-varying effects in the analysis of customer loyalty: A case study in insurance, Expert systems with Applications, vol.39, issue.3, pp.3551-3558, 2012. ,
Bivariate exponential distributions, Journal of the American Statistical Association, vol.55, issue.292, pp.698-707, 1960. ,
Modelling and predicting customer churn from an insurance company, Scandinavian Actuarial Journal, issue.1, pp.58-71, 2014. ,
Actuarial models for disability insurance, 1998. ,
A neural-network analyzer for mortality forecast, ASTIN Bulletin: The Journal of the IAA, vol.48, issue.2, pp.481-508, 2018. ,
Credit risk valuation with rating transitions and partial information, International Journal of Theoretical and Applied Finance, vol.17, issue.07, p.1450046, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-02006628
Evaluating the yield of medical tests, Jama, issue.18, pp.2543-2546, 1982. ,
A data driven binning strategy for the construction of insurance tariff classes, Scandinavian Actuarial Journal, issue.8, pp.681-705, 2018. ,
A test of the temporal stability of proportional hazards models for predicting bank failure, Journal of Financial and Strategic Decisions, vol.10, issue.3, pp.1-11, 1997. ,
Prediction of remaining life of power transformers based on left truncated and right censored lifetime data, The Annals of Applied Statistics, vol.3, issue.2, pp.857-879, 2009. ,
, Survival ensembles. Biostatistics, vol.7, issue.3, pp.355-373, 2006.
Unbiased recursive partitioning: A conditional inference framework, Journal of Computational and Graphical statistics, vol.15, issue.3, pp.651-674, 2006. ,
Bagging survival trees, Statistics in medicine, vol.23, issue.1, pp.77-91, 2004. ,
Analysis of multivariate survival data, 2012. ,
The parameter sensitivity of random forests, BMC bioinformatics, vol.17, issue.1, p.331, 2016. ,
, Lignes directrices mortalité. Note méthodologique de l'Institut des Actuaires, 2006.
Relative risk forests for exercise heart rate recovery as a predictor of mortality, Journal of the American Statistical Association, vol.99, issue.467, pp.591-600, 2004. ,
Random survival forests for competing risks, Biostatistics, vol.15, issue.4, pp.757-773, 2014. ,
Random survival forests for r, p.7, 2007. ,
Consistency of random survival forests, Statistics & probability letters, vol.80, pp.1056-1064, 2010. ,
Random survival forests. The annals of applied statistics, pp.841-860, 2008. ,
Highdimensional variable selection for survival data, Journal of the American Statistical Association, vol.105, issue.489, pp.205-217, 2010. ,
Multivariate models and multivariate dependence concepts, 1997. ,
Bivariate threshold methods for extremes, Journal of the Royal Statistical Society: Series B (Methodological), vol.54, issue.1, pp.171-183, 1992. ,
The copula-garch model of conditional dependencies: An international stock market application, Journal of international money and finance, vol.25, issue.5, pp.827-853, 2006. ,
Nonparametric estimation from incomplete observations, J. Amer. Statist. Assoc, vol.53, pp.457-481, 1958. ,
Nonparametric estimation from incomplete observations, Journal of the American statistical association, vol.53, issue.282, pp.457-481, 1958. ,
A new measure of rank correlation, Biometrika, vol.30, issue.1/2, pp.81-93, 1938. ,
Modeling surrender and lapse rates with economic variables, North American Actuarial Journal, vol.9, issue.4, pp.56-70, 2005. ,
Survival analysis: techniques for censored and truncated data, 2006. ,
Regression analysis with randomly right-censored data, The Annals of Statistics, pp.1276-1288, 1981. ,
Modélisation de la durée de vie des contrats d'assurance santé (Unpublished master's thesis), 2012. ,
General right censoring and its impact on the analysis of survival data, Biometrics, pp.139-156, 1979. ,
Ipcw estimator for kendall's tau under bivariate censoring, The International Journal of Biostatistics, vol.5, issue.1, 2009. ,
Copula inference under censoring, Biometrika, vol.97, issue.2, pp.505-512, 2010. ,
Relative risk trees for censored survival data, Biometrics, pp.411-425, 1992. ,
Survival trees by goodness of split, Journal of the American Statistical Association, vol.88, issue.422, pp.457-467, 1993. ,
Extreme dependence of multivariate catastrophic losses, Scandinavian Actuarial Journal, issue.4, pp.203-225, 2006. ,
, Censored quantile regression forests, 2019.
Comparing treatments in the presence of crossing survival curves: an application to bone marrow transplantation, Biometrics, vol.64, issue.3, pp.733-740, 2008. ,
A generalization of the kaplan-meier estimator for analyzing bivariate mortality under right-censoring and left-truncation with applications in model-checking for survival copula models, Insurance: Mathematics and Economics, vol.51, issue.3, pp.505-516, 2012. ,
A censored copula model for micro-level claim reserving, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01706935
Tree-based censored regression with applications in insurance, Electronic journal of statistics, vol.10, issue.2, pp.2685-2716, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01141228
Single index regression models in the presence of censoring depending on the covariates, Bernoulli, vol.19, issue.3, pp.721-747, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00644892
Bivariate censored regression relying on a new estimator of the joint distribution function, Journal of Statistical Planning and Inference, vol.142, issue.8, pp.2440-2453, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00584379
How insurance brokers create value-a functional approach, Risk Management and Insurance Review, vol.13, issue.1, pp.1-20, 2010. ,
Loi" chatel": de nouvelles avancées dans la protection du consommateur, p.38, 2005. ,
Evaluation of survival data and two new rank order statistics arising in its consideration, Cancer Chemother Rep, vol.50, pp.163-170, 1966. ,
A generalized bivariate exponential distribution, Journal of Applied Probability, vol.4, issue.2, pp.291-302, 1967. ,
Quantile predictions for elliptical random fields, Journal of Multivariate Analysis, vol.159, pp.1-17, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01356081
Quantile regression forests, Journal of Machine Learning Research, vol.7, pp.983-999, 2006. ,
Nonparametric estimation of the survival function for ordered multivariate failure time data: A comparative study, Biometrical Journal, vol.58, issue.3, pp.623-634, 2016. ,
Exogenous and endogenous risk factors management to predict surrender behaviours, ASTIN Bulletin: The Journal of the IAA, vol.43, issue.3, pp.373-398, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00732887
Lapse tables for lapse risk management in insurance: a competing risk approach, European Actuarial Journal, vol.8, issue.1, pp.97-126, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01985256
Surrender triggers in life insurance: what main features affect the surrender behavior in a classical economic context?, Bulletin Français d'Actuariat, vol.11, issue.22, pp.5-48, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00450003
Tree-based multivariate regression and density estimation with right-censored data, Journal of Multivariate Analysis, vol.90, issue.1, pp.154-177, 2004. ,
Tree derived survival risk groups in differentiating risk for glioma patients, Neuro-oncology, vol.16, p.2, 2014. ,
On estimating regression, Theory of Probability & Its Applications, vol.9, pp.141-142, 1964. ,
An introduction to copulas, 2007. ,
Hazard plotting for incomplete failure data, Journal of Quality Technology, vol.1, issue.1, pp.27-52, 1969. ,
U-processes: rates of convergence, The Annals of Statistics, pp.780-799, 1987. ,
On consistency of kendall's tau under censoring, Biometrika, vol.95, issue.4, pp.997-1001, 2008. ,
Whole-life insurance lapse rates and the emergency fund hypothesis, Insurance: Mathematics and Economics, vol.9, issue.4, pp.249-255, 1990. ,
Health systems institutional characteristics, 2010. ,
On the out-of-sample importance of skewness and asymmetric dependence for asset allocation, Journal of Financial Econometrics, vol.2, issue.1, pp.130-168, 2004. ,
Estimation of multivariate models for time series of possibly different lengths, Journal of applied econometrics, vol.21, issue.2, pp.147-173, 2006. ,
Modelling asymmetric exchange rate dependence, International economic review, vol.47, issue.2, pp.527-556, 2006. ,
Asymptotically efficient rank invariant test procedures, Journal of the Royal Statistical Society. Series A (General, pp.185-207, 1972. ,
Tables de mortalité d'expérience pour des portefeuilles de rentiers. Note méthodologique de l'Institut des Actuaires, 2005. ,
L'utilisation des splines bidimensionnels pour l'estimation de lois de maintien en arr\?et de travail, 2010. ,
Hyperparameters and tuning strategies for random forest, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 1301. ,
Statistical analysis of life assurance lapses, Journal of the Institute of Actuaries, vol.113, issue.3, pp.459-497, 1986. ,
The kaplan-meier estimator as an inverse-probabilityof-censoring weighted average, The American Statistician, vol.55, issue.3, pp.207-210, 2001. ,
On the use of harrell's c for clinical risk prediction via random survival forests, Expert Systems with Applications, vol.63, pp.450-459, 2016. ,
Tuning parameters in random forests, ESAIM: Proceedings and Surveys, vol.60, pp.144-162, 2017. ,
Consistency of random forests, The Annals of Statistics, vol.43, issue.4, pp.1716-1741, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-00990008
Regression trees for censored data, Biometrics, pp.35-47, 1988. ,
Machine learning benchmarks and random forest regression, UCSF: Center for Bioinformatics and Molecular Biostatistics, 2004. ,
Modeling multivariate discrete failure time data, Biometrics, pp.1115-1128, 1998. ,
Inferences on the association parameter in copula models for bivariate survival data, Biometrics, pp.1384-1399, 1995. ,
, Empirical processes with applications to statistics, vol.59, 2009.
Robustness of a semiparametric estimator of a copula, Econometric society 2004 australasian meetings, 2004. ,
Fonctions de répartitionà n dimensions et leurs marges, vol.8, pp.229-231, 1959. ,
general intelligence," objectively determined and measured, The American Journal of Psychology, vol.15, issue.2, pp.201-292, 1904. ,
Doubly robust survival trees, Statistics in medicine, vol.35, issue.20, pp.3595-3612, 2016. ,
Censoring unbiased regression trees and ensembles, Journal of the American Statistical Association, pp.1-14, 2018. ,
Survival analysis methods for personal loan data, Operations Research, vol.50, issue.2, pp.277-289, 2002. ,
Optimal rates of convergence for nonparametric estimators. The annals of Statistics, pp.1348-1360, 1980. ,
Consistent estimation under random censorship when covariables are present, Journal of Multivariate Analysis, vol.45, issue.1, pp.89-103, 1993. ,
The central limit theorem under random censorship, Ann. Statist, vol.23, issue.2, pp.422-439, 1995. ,
Distributional convergence under random censorship when covariables are present, Scandinavian journal of statistics, pp.461-471, 1996. ,
Nonlinear censored regression, Statistica Sinica, pp.1089-1102, 1999. ,
Kaplan-meier integrals, Advances in survival analysis, vol.23, pp.87-104, 2003. ,
The strong law under random censorship. The Annals of Statistics, pp.1591-1607, 1993. ,
Multigenic modeling of complex disease by random forests, Advances in genetics, vol.72, pp.73-99, 2010. ,
Les chiffres clés de la sécurité sociale 2017.Édition de la Sécurité sociale, 2018. ,
A nonidentifiability aspect of the problem of competing risks. Proceedings of the National Academy of Sciences, vol.72, pp.20-22, 1975. ,
Semiparametric estimation in copula models, Canadian Journal of Statistics, vol.33, issue.3, pp.357-375, 2005. ,
On the c-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data, Statistics in medicine, vol.30, issue.10, pp.1105-1117, 2011. ,
Investigating the role of product features in preventing customer churn, by using survival analysis and choice modeling: The case of financial services, European journal of operational research, vol.27, issue.2, pp.277-285, 2004. ,
Efficient estimation in the bivariate censoring model and repairing npmle, The Annals of Statistics, vol.24, issue.2, pp.596-627, 1996. ,
Unified methods for censored longitudinal data and causality, 2003. ,
, Asymptotic statistics, 1998.
Weak convergence, 1996. ,
Transfer of tail information in censored regression models, Annals of Statistics, pp.1745-1784, 1999. ,
Estimation of the conditional distribution in regression with censored data: a comparative study, Computational Statistics & Data Analysis, vol.35, issue.4, pp.487-500, 2001. ,
Hazard rate estimation in nonparametric regression with censored data, Annals of the Institute of Statistical Mathematics, vol.53, issue.4, pp.730-745, 2001. ,
Estimation of a conditional copula and association measures, Scandinavian Journal of Statistics, vol.38, issue.4, pp.766-780, 2011. ,
Multivariate mixtures of erlangs for density estimation under censoring, Lifetime data analysis, vol.22, issue.3, pp.429-455, 2016. ,
Fitting mixtures of erlangs to censored and truncated data using the em algorithm, ASTIN Bulletin: The Journal of the IAA, vol.45, issue.3, pp.729-758, 2015. ,
Predicting customer potential value an application in the insurance industry. Decision support systems, vol.32, pp.189-199, 2001. ,
Nonparametric estimation of successive duration times under dependent censoring, Biometrika, vol.85, issue.3, pp.561-572, 1998. ,
Estimation of kendall's tau under censoring, Statistica Sinica, pp.1199-1215, 2000. ,
Smooth regression analysis, Sankhy?: The Indian Journal of Statistics, Series A, pp.359-372, 1964. ,
Machine learning in individual claims reserving, Scandinavian Actuarial Journal, issue.6, pp.465-480, 2018. ,
Bivariate frailty model for the analysis of multivariate survival time, Lifetime Data Analysis, vol.2, issue.3, pp.277-289, 1996. ,
Statistical aspects of joint life insurance pricing, Proceedings of the Business and Statistics Section of the American Statistical Association, p.34138, 1999. ,
Pricing practices for joint last survivor insurance, Actuarial Research Clearing House, vol.1, issue.2, p.3, 2001. ,
Tree-based methods for survival analysis and high-dimensional data (Unpublished doctoral dissertation). The University of North Carolina at Chapel Hill, 2013. ,
Recursively imputed survival trees, Journal of the American Statistical Association, vol.107, issue.497, pp.331-340, 2012. ,
Reinforcement learning trees, Journal of the American Statistical Association, vol.110, issue.512, pp.1770-1784, 2015. ,