| Title |
Discriminant analysis of Gaussian spatial data with exponential covariance structure |
| Translation of Title |
Diskriminantinė erdvinių Gauso duomenų su eksponentine kovariacija analizė. |
| Authors |
Dučinskas, Kęstutis |
| DOI |
10.15388/LMR.2005.26677 |
| Full Text |
|
| Is Part of |
Lietuvos matematikos rinkinys : Lietuvos matematikų draugijos XLVI konferencijos mokslo darbai.. Vilnius : Matematikos ir informatikos institutas. 2005, t. 45, spec. Nr., p. 343-346.. ISSN 0132-2818. eISSN 2335-898X |
| Keywords [eng] |
spatial correlation function ; exponential structure ; actual error rate ; expected error rate |
| Abstract [eng] |
This paper considers the discrimination of the observation of the stationary Gaussian random field belonging to one of two populations with different means and covariance functions. Assumming that covariance functions has exponential structure, the unknown means and covariance parameters are estimated by ML method. Approximation of the expected error rate associated with Bayes plug-in discriminant function is derived. |
| Published |
Vilnius : Matematikos ir informatikos institutas |
| Type |
Journal article |
| Language |
English |
| Publication date |
2005 |
| CC license |
|
