Quantile regression: applications and current research areas
Quantile regression offers a more complete statistical model than mean regression and now has widespread applications. Consequently, we provide a review of this technique. We begin with an introduction to and motivation for quantile regression. We then discuss some typical application areas. Next we...
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
Blackwell Publishing
2009
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| Subjects: | |
| Online Access: | http://www.jstor.org/stable/4128208 http://hdl.handle.net/20.500.11937/2933 |
| _version_ | 1848744089089998848 |
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| author | Yu, K. Lu, Zudi Stander, J. |
| author_facet | Yu, K. Lu, Zudi Stander, J. |
| author_sort | Yu, K. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Quantile regression offers a more complete statistical model than mean regression and now has widespread applications. Consequently, we provide a review of this technique. We begin with an introduction to and motivation for quantile regression. We then discuss some typical application areas. Next we outline various approaches to estimation. We finish by briefly summarizing some recent research areas. |
| first_indexed | 2025-11-14T05:55:55Z |
| format | Journal Article |
| id | curtin-20.500.11937-2933 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T05:55:55Z |
| publishDate | 2009 |
| publisher | Blackwell Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-29332017-01-30T10:27:12Z Quantile regression: applications and current research areas Yu, K. Lu, Zudi Stander, J. Skew distribution Conditional distribution Regression fitting Quantile Check function Quantile regression offers a more complete statistical model than mean regression and now has widespread applications. Consequently, we provide a review of this technique. We begin with an introduction to and motivation for quantile regression. We then discuss some typical application areas. Next we outline various approaches to estimation. We finish by briefly summarizing some recent research areas. 2009 Journal Article http://hdl.handle.net/20.500.11937/2933 http://www.jstor.org/stable/4128208 Blackwell Publishing restricted |
| spellingShingle | Skew distribution Conditional distribution Regression fitting Quantile Check function Yu, K. Lu, Zudi Stander, J. Quantile regression: applications and current research areas |
| title | Quantile regression: applications and current research areas |
| title_full | Quantile regression: applications and current research areas |
| title_fullStr | Quantile regression: applications and current research areas |
| title_full_unstemmed | Quantile regression: applications and current research areas |
| title_short | Quantile regression: applications and current research areas |
| title_sort | quantile regression: applications and current research areas |
| topic | Skew distribution Conditional distribution Regression fitting Quantile Check function |
| url | http://www.jstor.org/stable/4128208 http://hdl.handle.net/20.500.11937/2933 |