| Title |
Corrected moran's I statistic |
| Publication Type |
thesis |
| School or College |
School of Computing |
| Department |
Computing |
| Author |
Ying, Jian |
| Date |
2019 |
| Description |
Moran's I is a statistic that measures spatial correlation of n spatial data points. It has been widely used in identifying spatial patterns. In this thesis, a method that estimates Moran's I by sampling and the bounds of error of the estimate is described. A corrected version of Moran's I that reduces bias of the estimate when the associated value can only measured with noise is proposed and the properties are proved analytically and demonstrated by simulation. |
| Type |
Text |
| Publisher |
University of Utah |
| Subject |
Moran's I; spatial correlation; identifying spatial patterns |
| Dissertation Name |
Master of Science |
| Language |
eng |
| Rights Management |
© Jian Ying |
| Format |
application/pdf |
| Format Medium |
application/pdf |
| ARK |
ark:/87278/s6yaqze8 |
| Setname |
ir_etd |
| ID |
1738134 |
| Reference URL |
https://collections.lib.utah.edu/ark:/87278/s6yaqze8 |
