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3. On using mixtures and modes of mixtures in data analysis
Open Access
6. New Models For Conditional Covariance Matrix
Open Access
11. Topics on Supervised and Unsupervised Dimension Reduction
Open Access
12. Dimension Reduction for Non-elliptically Distributed Predictors
Open Access
13. Dimension reduction for functional data
Open Access
14. NEW STATISTICAL ANALYTIC TOOLS FOR HIGH DIMENSIONAL DATA
Open Access
15. Functional Manifold Data Analysis
Open Access
16. Topics in High-dimensional Statistical Inference
Open Access
19. Topics on Nonconvex Learning
Open Access
20. Statistical Learning on High-Dimensional Multi-Source Data
Restricted (Penn State Only)
21. Inference Methods for High-Dimensional Data: A Focus On Different Hypothesis Testing Problems
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22. Dimension Reduction and Graphical Models using Optimal Transport
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23. Robust Techniques for High-dimensional Data: Modern Approaches and Applications
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24. Statistical Inference with Corrupted Data
Open Access
25. Varying Coefficient Mediation Model
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26. Statistical Inference for High Dimensional Models
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27. New advances in structure learning of graphical models
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28. Essays in HIV: Mapping the distribution of marginalized groups and analysis of ART treatment effectiveness across patient groups
Restricted (Penn State Only)
29. Topics on power enhancement in high-dimensional hypothesis tests
Open Access
31. Density estimation for some semiparametric models
Open Access
32. Statistical Inference for High Dimensional Mediation Model
Open Access