标题:An <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>M</mml:mi></mml:math>-Estimation-Based Procedure for Determining the Number of Regression Models in Regression Clustering
摘要:In this paper, a procedure based on M-estimation to
determine the number of regression
models for the problem of regression clustering is proposed. We have shown that the true
classification is attained when n increases to infinity under certain mild conditions, for instance,
without assuming normality of the distribution of the random errors in each regression
model.