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Was that Change Real? Quantifying Uncertainty for Change Points

Project: Research

Status	Finished
Effective start/end date	11/10/21 → 10/10/24

Funding

Engineering and Physical Sciences Research Council: £267,420.00

Fearnhead, Paul (Principal Investigator)

Research outputs

Detecting A Single Change-point
Research output: Working paper › Preprint
High-dimensional time series segmentation via factor-adjusted vector autoregressive modelling
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Automatic Change-Point Detection in Time Series via Deep Learning
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Authors’ reply to the Discussion of ‘Automatic Change-Point Detection in Time Series via Deep Learning’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Improving power by conditioning on less in post-selection inference for changepoints
Research output: Contribution to Journal/Magazine › Journal article › peer-review