Practical targeted learning from large data sets by survey sampling. arXiv preprint, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01339538
Empirical processes in survey sampling, Scandinavian Journal of Statistics, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-00989585
Pareto Sampling versus Sampford and Conditional Poisson Sampling, Scandinavian Journal of Statistics, vol.3, issue.4, pp.699-720, 2006. ,
DOI : 10.1016/S0378-3758(03)00150-2
tmle.npvi: targeted, integrative search of associations between DNA copy number and gene expression, accounting for DNA methylation: Fig. 1., Bioinformatics, vol.31, issue.18, pp.313054-3056, 2015. ,
DOI : 10.1093/bioinformatics/btv320
URL : https://hal.archives-ouvertes.fr/hal-01490380
Targeted Learning of a Non-Parametric Variable Importance Measure of a Continuous Exposure, 2016. ,
Estimation of a non-parametric variable importance measure of a continuous exposure, Electronic Journal of Statistics, vol.6, issue.0, pp.1059-1099, 2012. ,
DOI : 10.1214/12-EJS703
URL : https://hal.archives-ouvertes.fr/hal-00629899
Asymptotic Theory of Rejective Sampling with Varying Probabilities from a Finite Population, The Annals of Mathematical Statistics, vol.35, issue.4, pp.1491-1523 ,
DOI : 10.1214/aoms/1177700375
Sampling with Unequal Probabilities without Replacement: A Review, International Statistical Review / Revue Internationale de Statistique, vol.48, issue.3, pp.317-335, 1980. ,
DOI : 10.2307/1402944
Determinantal processes and independence. Probability Surveys, pp.206-229, 2006. ,
Determinantal sampling designs. arXiv preprint, 2015. ,
Determinantal probability measures, Publications math??matiques de l'IH??S, vol.98, issue.1, pp.167-212, 2003. ,
DOI : 10.1007/s10240-003-0016-0
The coincidence approach to stochastic point processes, Advances in Applied Probability, vol.271, issue.01, pp.83-122, 1975. ,
DOI : 10.1103/RevModPhys.37.231
Concentration of Lipschitz Functionals of Determinantal and Other Strong Rayleigh Measures, Combinatorics, Probability and Computing, vol.98, issue.01, pp.140-160, 2014. ,
DOI : 10.2140/pjm.1959.9.1141
Hanson-Wright inequality and subgaussian concentration, Electron. Commun . Probab, vol.18, issue.82, pp.1-9, 2013. ,
On sampling without replacement with unequal probabilities of selection, Biometrika, vol.54, issue.3-4, pp.499-513, 1967. ,
DOI : 10.1093/biomet/54.3-4.499
Gaussian Limit for Determinantal Random Point Fields, The Annals of Probability, vol.30, issue.1, pp.171-187, 2000. ,
DOI : 10.1214/aop/1020107764
Abstract, The International Journal of Biostatistics, vol.12, issue.1, 2016. ,
DOI : 10.1515/ijb-2015-0054
Online targeted learning, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01487574
Asymptotic statistics, volume 3 of Cambridge Series in Statistical and Probabilistic Mathematics, 1998. ,
Weak Convergence and Empirical Processes, 1996. ,
DOI : 10.1007/978-1-4757-2545-2