Adapting to unknown sparsity by controlling the false discovery rate, The Annals of Statistics, vol.34, issue.2, pp.584-653, 2006. ,
DOI : 10.1214/009053606000000074
Limit of the Smallest Eigenvalue of a Large Dimensional Sample Covariance Matrix, The Annals of Probability, vol.21, issue.3, pp.1275-1294, 1993. ,
DOI : 10.1214/aop/1176989118
Moment bounds and central limit theorems for Gaussian subordinated arrays, Journal of Multivariate Analysis, vol.114, 2011. ,
DOI : 10.1016/j.jmva.2012.08.002
URL : https://hal.archives-ouvertes.fr/hal-00588606
Controlling the false discovery rate: a practical and powerful approach to multiple testing, J. Roy. Statist. Soc. Ser. B, vol.57, issue.1, pp.289-300, 1995. ,
The control of the false discovery rate in multiple testing under dependency, Ann. Statist, vol.29, issue.4, pp.1165-1188, 2001. ,
Convergence of probability measures, 1968. ,
DOI : 10.1002/9780470316962
Convergence of probability measures Wiley Series in Probability and Statistics: Probability and Statistics, 1999. ,
The empirical process of a short-range dependent stationary sequence under Gaussian subordination. Probab. Theory Related Fields, pp.15-25, 1996. ,
An empirical central limit theorem for dependent sequences, Stochastic Processes and their Applications, vol.117, issue.1, pp.121-142, 2007. ,
DOI : 10.1016/j.spa.2006.06.003
URL : https://hal.archives-ouvertes.fr/hal-00685975
The Empirical Process of some Long-Range Dependent Sequences with an Application to $U$-Statistics, The Annals of Statistics, vol.17, issue.4, pp.1767-1783, 1989. ,
DOI : 10.1214/aos/1176347394
On the false discovery proportion convergence under Gaussian equi-correlation, Statistics & Probability Letters, vol.81, issue.1, pp.111-115, 2011. ,
DOI : 10.1016/j.spl.2010.09.025
URL : https://hal.archives-ouvertes.fr/hal-00497134
Justification and Extension of Doob's Heuristic Approach to the Kolmogorov- Smirnov Theorems, The Annals of Mathematical Statistics, vol.23, issue.2, pp.277-281, 1952. ,
DOI : 10.1214/aoms/1177729445
Heuristic Approach to the Kolmogorov-Smirnov Theorems, The Annals of Mathematical Statistics, vol.20, issue.3, pp.393-403, 1949. ,
DOI : 10.1214/aoms/1177729991
Asymptotics of weighted empirical processes of linear fields with long-range dependence, Annales de l'Institut Henri Poincare (B) Probability and Statistics, vol.38, issue.6, pp.879-896, 2002. ,
DOI : 10.1016/S0246-0203(02)01139-1
Dependence in probability and statistics, Lecture Notes in Statistics, vol.200, 2010. ,
DOI : 10.1007/978-3-642-14104-1
URL : https://hal.archives-ouvertes.fr/hal-00268232
Weak Convergence of Probabilities on Nonseparable Metric Spaces and Empirical Measures on Euclidean Spaces, Illinois J. Math, vol.10, pp.109-126, 1966. ,
DOI : 10.1007/978-1-4419-5821-1_2
-Values and the Accuracy of Large-Scale Statistical Estimates, Journal of the American Statistical Association, vol.105, issue.491, pp.1042-1055, 2010. ,
DOI : 10.1198/jasa.2010.tm09129
URL : https://hal.archives-ouvertes.fr/in2p3-00356269
Empirical Bayes Analysis of a Microarray Experiment, Journal of the American Statistical Association, vol.96, issue.456, pp.961151-1160, 2001. ,
DOI : 10.1198/016214501753382129
Estimating False Discovery Proportion Under Arbitrary Covariance Dependence, Journal of the American Statistical Association, vol.71, issue.499, pp.1019-1035, 2012. ,
DOI : 10.1080/01621459.2012.720478
More Powerful Control of the False Discovery Rate Under Dependence, Statistical Methods and Applications, vol.82, issue.1, pp.43-73, 2006. ,
DOI : 10.1007/s10260-006-0002-z
Some Results on the Control of the False Discovery Rate under Dependence, Scandinavian Journal of Statistics, vol.23, issue.2, pp.275-297, 2007. ,
DOI : 10.1007/BF01192169
Some Hermite polynomial identities and their combinatorics, Advances in Applied Mathematics, vol.2, issue.3, pp.250-259, 1981. ,
DOI : 10.1016/0196-8858(81)90006-3
URL : http://doi.org/10.1016/0196-8858(81)90006-3
A Factor Model Approach to Multiple Testing Under Dependence, Journal of the American Statistical Association, vol.104, issue.488, pp.1406-1415, 2009. ,
DOI : 10.1198/jasa.2009.tm08332
URL : https://hal.archives-ouvertes.fr/hal-00458049
A stochastic process approach to false discovery control, Ann. Statist, vol.32, issue.3, pp.1035-1061, 2004. ,
Martingale limit theory and its application, Probability and Mathematical Statistics, 1980. ,
Limit theorems for stochastic processes, of Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences, 2003. ,
DOI : 10.1007/978-3-662-02514-7
components analysis, The Annals of Statistics, vol.29, issue.2, pp.295-327, 2001. ,
DOI : 10.1214/aos/1009210544
An extension of a theorem of Mehler's on Hermite polynomials, Proc. Cambridge Philos. Soc, pp.12-15, 1945. ,
DOI : 10.1112/jlms/s1-8.3.189
Effects of dependence in high-dimensional multiple testing problems, BMC Bioinformatics, vol.9, issue.1, p.114, 2008. ,
DOI : 10.1186/1471-2105-9-114
Controlling the number of false discoveries: application to high-dimensional genomic data, Journal of Statistical Planning and Inference, vol.124, issue.2, pp.379-398, 2004. ,
DOI : 10.1016/S0378-3758(03)00211-8
Lp-norms of Hermite polynomials and an extremal problem on Wiener chaos, Arkiv f??r Matematik, vol.40, issue.1, pp.133-144, 2002. ,
DOI : 10.1007/BF02384506
Generalizations of the familywise error rate, The Annals of Statistics, vol.33, issue.3, pp.1138-1154, 2005. ,
DOI : 10.1214/009053605000000084
Asymptotic properties of false discovery rate controlling procedures under independence, Electronic Journal of Statistics, vol.2, issue.0, pp.1065-1110, 2008. ,
DOI : 10.1214/08-EJS207
URL : https://hal.archives-ouvertes.fr/hal-00286066
Corrigendum to ???Asymptotic properties of false discovery rate controlling procedures under independence???, Electronic Journal of Statistics, vol.3, issue.0, p.1083, 2009. ,
DOI : 10.1214/09-EJS519
Control of generalized error rates in multiple testing, The Annals of Statistics, vol.35, issue.4, pp.1378-1408, 2007. ,
DOI : 10.1214/009053606000001622
Exact calculations for false discovery proportion with application to least favorable configurations, The Annals of Statistics, vol.39, issue.1, pp.584-612, 2011. ,
DOI : 10.1214/10-AOS847SUPP
URL : https://hal.archives-ouvertes.fr/hal-00593241
The effect of correlation in false discovery rate estimation, Biometrika, vol.98, issue.1, pp.199-214, 2011. ,
DOI : 10.1093/biomet/asq075
Weak convergence for weighted empirical processes of dependent sequences, The Annals of Probability, vol.24, issue.4, pp.2098-2127, 1996. ,
DOI : 10.1214/aop/1041903220
On the Symmetrized Kronecker Power of a Matrix and Extensions of Mehler???s Formula for Hermite Polynomials, SIAM Journal on Mathematical Analysis, vol.3, issue.4, pp.606-616, 1972. ,
DOI : 10.1137/0503060
The positive false discovery rate: a Bayesian interpretation and the q -value, The Annals of Statistics, vol.31, issue.6, pp.312013-2035, 2003. ,
DOI : 10.1214/aos/1074290335
Multiple hypothesis testing adjusted for latent variables, with an application to the AGEMAP gene expression data, The Annals of Applied Statistics, vol.6, issue.4, pp.1664-1688, 2012. ,
DOI : 10.1214/12-AOAS561
Law of the iterated logarithm for sums of non-linear functions of Gaussian variables that exhibit a long range dependence, Zeitschrift f???r Wahrscheinlichkeitstheorie und Verwandte Gebiete, vol.12, issue.3, pp.40203-238, 1977. ,
DOI : 10.1007/BF00736047
Asymptotic statistics, volume 3 of Cambridge Series in Statistical and Probabilistic Mathematics, 1998. ,