Approximation of misclassification probabilities in linear discriminant analysis based on repeated measurements

• Published in: Communications in statistics. Theory and methods Vol. 52; no. 23; pp. 8388 - 8407
• Main Authors: Ngailo, Edward Kanuti, Chuma, Furaha
• Format: Journal Article
• Language: English
• Published: Philadelphia Taylor & Francis 02.12.2023; Taylor & Francis Ltd
• Subjects: Approximation; Covariance matrix; Discriminant analysis; Environmental studies; extended growth curve model; growth curve model; linear discriminant function; Mathematical analysis; Monte Carlo simulation; probability of misclassification

The classification of observations based on repeated measurements performed on the same subject over a given period of time or under different conditions is a common procedure in many disciplines such as medicine, psychology and environmental studies. In this article repeated measurements follow an...