High dimensional independence test based on random matrix theory
This thesis is concerned about statistical inference for high dimensional data based on large dimensional random matrix theory, especially, independence tests for high dimensional data.
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
2013
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/54765 |
| _version_ | 1811692726827089920 |
|---|---|
| author | Yang, Yanrong |
| author2 | Pan Guangming |
| author_facet | Pan Guangming Yang, Yanrong |
| author_sort | Yang, Yanrong |
| collection | NTU |
| description | This thesis is concerned about statistical inference for high dimensional data based on large dimensional random matrix theory, especially, independence tests for high dimensional data. |
| first_indexed | 2024-10-01T06:40:22Z |
| format | Thesis |
| id | ntu-10356/54765 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T06:40:22Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | ntu-10356/547652023-02-28T23:51:23Z High dimensional independence test based on random matrix theory Yang, Yanrong Pan Guangming School of Physical and Mathematical Sciences DRNTU::Science::Mathematics This thesis is concerned about statistical inference for high dimensional data based on large dimensional random matrix theory, especially, independence tests for high dimensional data. DOCTOR OF PHILOSOPHY (SPMS) 2013-08-12T08:54:34Z 2013-08-12T08:54:34Z 2013 2013 Thesis Yang, Y. (2013). High dimensional independence test based on random matrix theory. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/54765 10.32657/10356/54765 en 253 p. application/pdf |
| spellingShingle | DRNTU::Science::Mathematics Yang, Yanrong High dimensional independence test based on random matrix theory |
| title | High dimensional independence test based on random matrix theory |
| title_full | High dimensional independence test based on random matrix theory |
| title_fullStr | High dimensional independence test based on random matrix theory |
| title_full_unstemmed | High dimensional independence test based on random matrix theory |
| title_short | High dimensional independence test based on random matrix theory |
| title_sort | high dimensional independence test based on random matrix theory |
| topic | DRNTU::Science::Mathematics |
| url | https://hdl.handle.net/10356/54765 |
| work_keys_str_mv | AT yangyanrong highdimensionalindependencetestbasedonrandommatrixtheory |