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Exact Misclassification Probabilities for Plug-In Normal Quadratic Discriminant Functions: II. The Heterogeneous Case

โœ Scribed by H.Richard McFarland III; Donald St.P. Richards


Publisher
Elsevier Science
Year
2002
Tongue
English
Weight
235 KB
Volume
82
Category
Article
ISSN
0047-259X

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Exact Misclassification Probabilities fo
โœ H.Richard McFarland III; Donald St.P. Richards ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 261 KB

We consider the problem of discriminating, on the basis of random ``training'' samples, between two independent multivariate normal populations, N p (+, 7 1 ) and N p (+, 7 2 ), which have a common mean vector + and distinct covariance matrices 7 1 and 7 2 . Using the theory of Bessel functions of t