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In this paper, an M-estimation-based criterion is proposed for carrying out change point analysis and variable selection simultaneously in linear models with a possible change point, which includes the criterion proposed in Wu (2008) as its special case. Under certain mild conditions, this criterion is shown to be strongly consistent in the sense that with probability one, it chooses the smallest...
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