Isotonic regression: Another look at the changepoint problem

Wei Biao Wu

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Advanced Statistical Process Monitoring Statistical Methods and Inference Advanced Statistical Methods and Models

Abstract

A test based on isotonic regression is developed for monotonic trends in short range dependent sequences and is applied to Argentina rainfall data and global warming data. This test provides another perspective for changepoint problems. The isotonic test is shown to be more powerful than some existing tests for trend.

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1994Some aspects of change-point analysis

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2003Surveillance of a Simple Linear Regression 2004On the Online Detection of Monotonic Trends in Time Series 2015Regime change analysis of interval-valued time series with an application to PM10 2017Studentized U-quantile processes under dependence with applications to change-point analysis

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