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Halfspace depths for scatter, concentration and shape matrices

Paindaveine, Davy and Van Bever, Germain
The Annals of Statistics Volume 46, Number 6B (December 2018), 3276-3307.

Journal article

Probit transformation for nonparametric kernel estimation of the copula density

Geenens, Gery, Charpentier, Arthur, and Paindaveine, Davy
Bernoulli Volume 23, Number 3 (August 2017), 1848-1873.

Journal article

Testing uniformity on high-dimensional spheres against monotone rotationally symmetric alternatives

Cutting, Christine, Paindaveine, Davy, and Verdebout, Thomas
The Annals of Statistics Volume 45, Number 3 (June 2017), 1024-1058.

Journal article

Inference on the mode of weak directional signals: A Le Cam perspective on hypothesis testing near singularities

Paindaveine, Davy and Verdebout, Thomas
The Annals of Statistics Volume 45, Number 2 (April 2017), 800-832.

Journal article

On high-dimensional sign tests

Paindaveine, Davy and Verdebout, Thomas
Bernoulli Volume 22, Number 3 (August 2016), 1745-1769.

Journal article

Affine-invariant rank tests for multivariate independence in independent component models

Oja, Hannu, Paindaveine, Davy, and Taskinen, Sara
Electronic Journal of Statistics Volume 10, Number 2 (2016), 2372-2419.

Journal article

Local bilinear multiple-output quantile/depth regression

Hallin, Marc, Lu, Zudi, Paindaveine, Davy, and Šiman, Miroslav
Bernoulli Volume 21, Number 3 (August 2015), 1435-1466.

Journal article

Nonparametrically consistent depth-based classifiers

Paindaveine, Davy and Van Bever, Germain
Bernoulli Volume 21, Number 1 (February 2015), 62-82.

Journal article

Optimal rank-based tests for Common Principal Components

Hallin, Marc, Paindaveine, Davy, and Verdebout, Thomas
Bernoulli Volume 19, Number 5B (November 2013), 2524-2556.

Journal article

Semiparametrically efficient inference based on signed ranks in symmetric independent component models

Ilmonen, Pauliina and Paindaveine, Davy
The Annals of Statistics Volume 39, Number 5 (October 2011), 2448-2476.

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