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10/31/2022
Asymptotic Invariance and Robustness of Randomization Tests
Proper testing of hypotheses requires adherence to the relevant assumpti...
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05/26/2022
Topological Hidden Markov Models
The hidden Markov model (HMM) is a classic modeling tool with a wide swa...
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10/20/2021
Local Statistics for Spatial Panel Models with Application to the US Electorate
The spatial panel regression model has shown great success in modelling ...
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03/08/2021
A reproducing kernel Hilbert space framework for functional data classification
We encounter a bottleneck when we try to borrow the strength of classica...
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12/15/2020
Computation-free Nonparametric testing for Local and Global Spatial Autocorrelation with application to the Canadian Electorate
Measures of local and global spatial association are key tools for explo...
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01/04/2020
Analytic Permutation Testing via Kahane–Khintchine Inequalities
The permutation test is a versatile type of exact nonparametric signific...
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03/26/2019
Non-asymptotic error controlled sparse high dimensional precision matrix estimation
Estimation of a high dimensional precision matrix is a critical problem ...
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04/21/2016