| Recent advances in functional data analysis and high-dimensional statistics |
18 |
| Scale and shape mixtures of multivariate skew-normal distributions |
11 |
| MATS: Inference for potentially singular and heteroscedastic MANOVA |
9 |
| PCA-based estimation for functional linear regression with functional responses |
8 |
| Angle-based joint and individual variation explained |
7 |
| On model-based clustering of skewed matrix data |
7 |
| Model selection in sparse high-dimensional vine copula models with an application to portfolio risk |
7 |
| Multivariate generalized Pareto distributions: Parametrizations, representations, and properties |
6 |
| Fisher dispersion index for multivariate count distributions: A review and a new proposal |
6 |
| Principal component analysis in an asymmetric norm |
6 |
| Adjustable network reconstruction with applications to CDS exposures |
6 |
| Cone distribution functions and quantiles for multivariate random variables |
6 |
| An expectation-maximization algorithm for the matrix normal distribution with an application in remote sensing |
5 |
| Describing the concentration of income populations by functional principal component analysis on Lorenz curves |
4 |
| On some characterizations and multidimensional criteria for testing homogeneity, symmetry and independencel |
4 |
| Local angles and dimension estimation from data on manifolds |
4 |
| Robust network-based analysis of the associations between (epi)genetic measurements |
4 |
| Wild bootstrapping rank-based procedures: Multiple testing in nonparametric factorial repeated measures designs |
4 |
| Inference from multiple samples of Weibull sequential order statistics |
4 |
| A novel mixture model using the multivariate normal mean-variance mixture of Birnbaum-Saunders distributions and its application to extrasolar planets |
4 |
| Asymptotic performance of PCA for high-dimensional heteroscedastic data |
4 |
| Variable selection for partially linear models via partial correlation |
4 |
| Wild bootstrap bandwidth selection of recursive nonparametric relative regression for independent functional data |
4 |
| Broken adaptive ridge regression and its asymptotic properties |
4 |
| Extreme-value copulas associated with the expected scaled maximum of independent random variables |
4 |
| On the joint tail behavior of randomly weighted sums of heavy-tailed random variables |
3 |
| Strictly positive definite multivariate covariance functions on spheres |
3 |
| Nonparametric density estimation for spatial data with wavelets |
3 |
| Sparse inference of the drift of a high-dimensional Ornstein-Uhlenbeck process |
3 |
| Modeling, simulation and inference for multivariate time series of counts using trawl processes |
3 |
| Robust factor number specification for large-dimensional elliptical factor model |
3 |
| Sparse quadratic classification rules via linear dimension reduction |
3 |
| Estimation and testing for partially functional linear errors-in-variables models |
3 |
| Semi-parametric copula-based models under non-stationarity |
3 |
| Modeling spatially dependent functional data via regression with differential regularization |
3 |
| Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles |
3 |
| Functional envelope for model-free sufficient dimension reduction |
3 |
| A generalized spatial sign covariance matrix |
3 |
| Function-on-function regression with thousands of predictive curves |
3 |
| Statistics of ambiguous rotations |
3 |
| Copula-based dynamic models for multivariate time series |
3 |
| Sparse estimation for functional semiparametric additive models |
3 |
| Joint estimation of conditional quantiles in multivariate linear regression models with an application to financial distress |
2 |
| Calibration estimation of semiparametric copula models with data missing at random |
2 |
| Asymptotic properties of principal component analysis and shrinkage-bias adjustment under the generalized spiked population model |
2 |
| Optimal shrinkage estimator for high-dimensional mean vector |
2 |
| An RKHS model for variable selection in functional linear regression |
2 |
| Stochastic comparisons and multivariate dependence for the epoch times of trend renewal processes |
2 |
| Multivariate discrete distributions via sums and shares |
2 |
| A copula approach for dependence modeling in multivariate nonparametric time series |
2 |
