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Home/Authors/Paul Fearnhead

Paul Fearnhead

1 indexed paper

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26

Top categories

Stats Method.×1Stats Comp.×1Stats ML×1

Frequent co-authors

Yuntang Fan1×
Idris A. Eckley1×
Gaetano Romano1×

Research Timeline

2026
An Efficient Likelihood Ratio Test for Online Changepoint Detection in the Presence of Autocorrelation

This paper proposes an online changepoint detection method for autoregressive processes of order p, improving detection power and computational efficiency for data with temporal correlation.

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Papers

stat.MEstat.COstat.MLEmpiricalRecentJul 17, 2026

An Efficient Likelihood Ratio Test for Online Changepoint Detection in the Presence of Autocorrelation

Yuntang Fan, Paul Fearnhead, Idris A. Eckley, Gaetano Romano

This paper proposes an online changepoint detection method for autoregressive processes of order p, improving detection power and computational efficiency for data with temporal correlation.

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