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Published or in press

71. Halfspace depths for scatter, concentration and shape matrices (with G. Van Bever). Annals of Statistics, to appear. A peer-reviewed supplement is available here.

70. On the maximal halfspace depth of permutation-invariant distributions on the simplex (with G. Van Bever). Statistics and Probability Letters 129, 335-339 (2017).

69. Testing uniformity on high-dimensional spheres against monotone rotationally symmetric alternatives (with Chr. Cutting and Th. Verdebout). Annals of Statistics 45, 1024-1058 (2017). A peer-reviewed supplement is available here.

68. Inference on the mode of weak directional signals: a Le Cam perspective on hypothesis testing near singularities (with Th. Verdebout). Annals of Statistics 45, 800-832 (2017).

67. Preliminary test estimation for multi-sample principal components (with J. Rasoafaraniaina and Th. Verdebout). Econometrics & Statistics 2, 106-116 (2017).

66. Tests of concentration for low-dimensional and high-dimensional directional data (with Chr. Cutting and Th. Verdebout). In S. Ejaz Ahmed Ed., Big and Complex Data Analysis: Methodology and Applications, Springer, Cham Heidelberg New York, 209-227 (2017).

65. Probit transformation for nonparametric kernel estimation of the copula density (with G. Geenens and A. Charpentier). Bernoulli 23, 1848-1873 (2017).

64. Affine-invariant rank tests for multivariate independence in independent component models (with H. Oja and S. Taskinen). Electronic Journal of Statistics 10, 2372-2419 (2016).

63. On high-dimensional sign tests (with Th. Verdebout). Bernoulli 22, 1745-1769 (2016). A peer-reviewed supplement is available here.

62. QuantifQuantile: an R package for performing quantile regression through optimal quantization (with I. Charlier and J. Saracco). The R Journal 7, 65-80 (2015).

61. Depth-based runs tests for bivariate central symmetry (with R. Dyckerhoff and Chr. Ley). Annals of the Institute of Statistical Mathematics 67, 917-941 (2015).

60. Optimal rank tests for symmetry against Edgeworth-type alternatives (with D. Cassart and M. Hallin). In K. Nordhausen and S. Taskinen Eds, Modern Nonparametric, Robust and Multivariate Methods, Festschrift in Honor of Hannu Oja, Springer, 109-132 (2015).

59. Discussion of “On families of distributions with shape parameters”, by M.C. Jones (with Chr. Ley). International Statistical Review 83, 202-207 (2015).

58. Discussion of “Multivariate Functional Outlier Detection”, by Mia Hubert, Peter Rousseeuw and Pieter Segaert (with G. Van Bever). Statistical Methods and Applications 24, 223-231 (2015).

57. Conditional quantile estimation based on optimal quantization: from theory to practice (with I. Charlier and J. Saracco). Computational Statistics and Data Analysis 91, 20-39 (2015).

56. Local constant and local bilinear multiple-output quantile regression (with M. Hallin, Z. Lu, and M. Siman). Bernoulli 21, 1435-1466 (2015).

55. High-dimensional tests for spherical location and spiked covariance (with Chr. Ley and Th. Verdebout). Journal of Multivariate Analysis 139, 79-91 (2015).

54. Nonparametrically consistent depth-based classifiers (with G. Van Bever). Bernoulli 21, 62-82 (2015).

53. Optimal rank-based tests for the location parameter of a rotationally symmetric distribution on the hypersphere (with Th. Verdebout). In M. Hallin, D. Mason, D. Pfeifer, and J. Steinebach Eds, Mathematical Statistics and Limit Theorems: Festschrift in Honor of Paul Deheuvels. Springer, pp. 249-270 (2015).

52. Conditional quantile estimation through optimal quantization (with I. Charlier and J. Saracco). Journal of Statistical Planning and Inference 156, 14-30 (2015).

51. Efficient R-estimation of principal and common principal components (with M. Hallin and Th. Verdebout). Journal of the American Statistical Association 109, 1071-1083 (2014).

50. Inference on the shape of elliptical distributions based on the MCD (with G. Van Bever). Journal of Multivariate Analysis 129, 125-144 (2014).

49. Optimal rank-based tests for common principal components (with M. Hallin and Th. Verdebout). Bernoulli 19, 2524-2556 (2013).

48. From depth to local depth : a focus on centrality (with G. Van Bever). Journal of the American Statistical Association 105, 1105-1119 (2013). A peer-reviewed supplement is available here.

47. Pseudo-Gaussian and rank-based optimal tests for random individual effects in large n small T panels (with N. Bennala and M. Hallin). Journal of Econometrics 170, 50-67 (2012).

46. Rank tests for elliptical graphical modeling (with Th. Verdebout). Journal de la Société Française de Statistique 153, 82-100 (2012).

45. Elliptical symmetry. In Encyclopedia of Environmetrics, 2nd edition, A. H. El-Shaarawi and W. Piegorsch (eds). John Wiley & Sons Ltd, Chichester, UK, 802-807 (2012).

44. Runs tests (with Chr. Ley). In Encyclopedia of Environmetrics, 2nd edition, A. H. El-Shaarawi and W. Piegorsch (eds). John Wiley & Sons Ltd, Chichester, UK, 2474-2481 (2012).

43. Computing multiple-output regression quantile regions from projection quantiles (with M. Siman). Computational Statistics 27, 29-49 (2012).

42. Computing multiple-output regression quantile regions (with M. Siman). Computational Statistics and Data Analysis 56, 840-853 (2012).

41. Semiparametrically efficient inference based on signed ranks in symmetric independent component models (with P. Ilmonen). Annals of Statistics 39, 2448-2476 (2011). A peer-reviewed supplement is available here.

40. Local asymptotic normality property for lacunar wavelet series multifractal model (with Jean-Michel Loubes). ESAIM: Probability and Statistics 15, 69-82 (2011).

39. A stochastic analysis of some two-person sports (with Y. Swan). Studies in Applied Mathematics 127, 221-249 (2011).

38. A class of optimal tests for symmetry based on local Edgeworth approximations (with D. Cassart and M. Hallin). Bernoulli 17, 1063-1094 (2011).

37. On directional multiple-output quantile regression (with M. Siman). Journal of Multivariate Analysis 102, 193-212 (2011).

36. On Fisher information matrices and profile log-likelihood functions in generalized skew-elliptical models (with Chr. Ley). METRON International Journal of Statistics 68, 235-250 (2010).

35. Testing for common principal components under heterokurticity (with M. Hallin and T. Verdebout). Journal of Nonparametric Statistics 22, 879-895 (2010).

34. Multivariate skewing mechanisms: a unified perspective based on the transformation approach (with Chr. Ley). Statistics and Probability Letters 80, 1685-1694 (2010).

33. On the estimation of cross-information quantities in R-estimation (with D. Cassart et M. Hallin). In J. Antoch, M. Huskova and P.K. Sen, Editors: Nonparametrics and Robustness in Modern Statistical Inference and Time Series Analysis: A Festschrift in Honor of Professor Jana Jurečkova, I.M.S. Monographs-Lecture Notes, 35-45 (2010).

32. Optimal rank-based testing for principal components (with M. Hallin and T. Verdebout). Annals of Statistics 38, 3245-3299 (2010).

31. On the singularity of multivariate skew-symmetric models (with Chr. Ley). Journal of Multivariate Analysis 101, 1434-1444 (2010).

30. Rejoinder: Multivariate quantiles and multiple-output regression quantiles (with M. Hallin and M. Siman). Annals of Statistics 38, 694-703 (2010).

29. Multivariate quantiles and multiple-output regression quantiles: From L_1 optimization to halfspace depth (with M. Hallin and M. Siman). Annals of Statistics 38, 635-669 (2010).

28. On multivariate runs tests for randomness. Journal of the American Statistical Association 104, 1525-1538 (2009).

27. Le Cam optimal tests for symmetry against Ferreira and Steel's general skewed distributions (with Chr. Ley). Journal of Nonparametric Statistics 21, 943-967 (2009).

26. Discussion of "Invariant co-ordinate selection", by D.E. Tyler, F. Critchley, L. Dümbgen, and H. Oja. Journal of the Royal Statistical Society, series B 71, 577-578 (2009).

25. Signed-rank tests for location in the symmetric independent component model (with K. Nordhausen and H. Oja). Journal of Multivariate Analysis 100, 821-834 (2009).

24. Optimal tests for homogeneity of covariance, scale, and shape (with M. Hallin). Journal of Multivariate Analysis 100, 422-444 (2009).

23. A canonical definition of shape. Statistics and Probability Letters 78, 2240-2247 (2008).

22. Pseudo-Gaussian inference in heterokurtic elliptical common principal components models (with M. Hallin and T. Verdebout). Annales de l'ISUP, LII, 9-24 (2008).

21. A general method for constructing pseudo-Gaussian tests (with M. Hallin). Journal of the Japan Statistical Society 38, 27-40 (2008).

20. Optimal detection of Fechner-asymmetry (with M. Hallin and D. Cassart). Journal of Statistical Planning and Inference 138, 2499-2525 (2008).

19. Optimal rank-based tests for homogeneity of scatter (with M. Hallin). Annals of Statistics 36, 1261-1298 (2008).

18. Chernoff-Savage and Hodges-Lehmann results for Wilks' test of multivariate independence (with M. Hallin). In M. Sylvapulle, Ed., Beyond Parametrics in Interdisciplinary Research: Festschrift in Honor of Professor Pranab K. Sen, I.M.S. Lecture Notes-Monograph Series, 184-196 (2008).

17. Parametric and semiparametric inference for shape: the role of the scale functional (with M. Hallin). Statistics & Decisions 24, 327-350 (2006).

16. Semiparametrically efficient rank-based inference for shape. II. Optimal R-estimation of shape (with M. Hallin and H. Oja). Annals of Statistics 34, 2757-2789 (2006).

15. Semiparametrically efficient rank-based inference for shape. I. Optimal rank-based tests for sphericity (with M. Hallin). Annals of Statistics 34, 2707-2756 (2006).

14. A Chernoff-Savage result for shape. On the non-admissibility of pseudo-Gaussian methods. Journal of Multivariate Analysis 97, 2206-2220 (2006).

13. Asymptotic linearity of serial and nonserial multivariate signed rank statistics (with M. Hallin). Journal of Statistical Planning and Inference 136, 1-32 (2006).

12. Optimal signed-rank tests based on hyperplanes (with H. Oja). Journal of Statistical Planning and Inference 135, 300-323 (2005).

11. Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors (with M. Hallin), Journal of Multivariate Analysis 93, 122-163 (2005).

10. Multivariate signed rank tests in vector autoregressive order identification (with M. Hallin), Statistical Science 19, 697-711 (2004).

9. A unified and elementary proof of serial and nonserial, univariate and multivariate, Chernoff-Savage results, Statistical Methodology 1, 81-91 (2004).

8. Rank-based optimal tests of the adequacy of an elliptic VARMA model (with M. Hallin), Annals of Statistics 32, 2642-2678 (2004).

7. Procédures optimales fondées sur les rangs multivariés, Journal de la Société Française de Statistique 144, 25-66 (2003).

6. Affine invariant linear hypotheses for the multivariate general linear model with ARMA error terms (with M. Hallin). In M. Moore, S. Froda, and Chr. Léger, Eds, Mathematical Statistics and Applications: Festschrift for Constance van Eeden, I.M.S. Lecture Notes-Monograph Series, I.M.S., Hayward, California, 417-434 (2003).

5. Optimal procedures based on interdirections and pseudo-Mahalanobis ranks for testing multivariate elliptic white noise against ARMA dependence (with M. Hallin), Bernoulli 8, 787-815 (2002).

4. Multivariate signed ranks : Randles' interdirections or Tyler's angles? (with M. Hallin). In Y. Dodge, Ed., Statistical data analysis based on the L1-norm and related methods, Birkhäuser, Basel, 271-282 (2002).

3. Optimal tests for multivariate location based on interdirections and pseudo-Mahalanobis ranks (with M. Hallin), Annals of Statistics 30, 1103-1133 (2002).

2. R-estimation for ARMA models (with J. Allal and A. Kaaouachi), Journal of Nonparametric Statistics 13, 815-831 (2001).

1. Selecting a sequence of last successes in independent trials (with F. T. Bruss), Journal of Applied Probability 37, 389-399 (2000).

Submitted

77. Detecting the direction of a signal on high-dimensional spheres: non-null and Le Cam optimality results (with Th. Verdebout).

76. Testing for principal component directions under weak identifiability (with J. Rémy and Th. Verdebout).

75. Distance-based depths for directional data (with G. Pandolfo and G. Porzio).

74. On optimal tests for rotational symmetry against new classes of hyperspherical distributions (with E. Garcia-Portugues and Th. Verdebout).

73. Tyler shape depth (with G. Van Bever).

72. Multiple-output quantile regression through optimal quantization (with I. Charlier and J. Saracco).