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A Study of Several Statistical Methods for Classification with Application to Microbial Source Tracking

Keyword:

linear discriminant analysis (LDA), Classification, quadratic discriminant analysis (QDA), Neural Networks, microbial source tracking (MST), Support Vector Machines, Logistic regression, and k-nearest-neighbor (k-n-n)

Creator:

Zhong, Xiao

Advisor:

Wilbur, Jayson D.

Publisher:

Worcester Polytechnic Institute

Date Created:

2004-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences