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08/11/2023
The Asymptotic Properties of the One-Sample Spatial Rank Methods
For a set of p-variate data points y_1,…, y_n, there are several version...
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07/02/2020
Sliced Inverse Regression for Spatial Data
Sliced inverse regression is one of the most popular sufficient dimensio...
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06/19/2020
Notion of information and independent component analysis
Partial orderings and measures of information for continuous univariate ...
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08/29/2019
Variable screening based on Gaussian Centered L-moments
An important challenge in big data is identification of important variab...
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10/05/2018
Sliced Average Variance Estimation for Multivariate Time Series
Supervised dimension reduction for time series is challenging as there m...
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03/03/2018
Inference on the marginal distribution of clustered data with informative cluster size
In spite of recent contributions to the literature, informative cluster ...
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03/01/2018
Nonparametric Analysis of Clustered Multivariate Data
There has been a wide interest to extend univariate and multivariate non...
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12/20/2017