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http://hdl.handle.net/11718/13484| Title: | A mutual information-based K-sample test for discrete distribution |
| Authors: | Drake, Robert Guha, Apratim |
| Keywords: | Statistics |
| Issue Date: | 2014 |
| Publisher: | Journal of Applied Statistics |
| Citation: | Drake, R., & Guha, A. (2014). A Mutual Information-Based k-Sample Test for Discrete Distributions. Journal Of Applied Statistics, 41(9-10), 2011-2027. |
| Abstract: | The two-sample problem and its extension to the k-sample problem are well known in the statistical literature. However, the discrete version of the k-sample problem is relatively less explored. Here in this work we suggest a k-sample non-parametric test procedure for discrete distributions based on mutual information. A detailed power study with comparison with other alternatives is provided. Finally, a comparison of some English soccer league teams based on their goal-scoring pattern is discussed. |
| URI: | http://hdl.handle.net/11718/13484 |
| ISSN: | 02664763 |
| Appears in Collections: | Journal Articles |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| A mutual information based k sample test for discrete distributions.pdf Restricted Access | 482.42 kB | Adobe PDF | View/Open Request a copy |
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