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Inference of Breakpoints in High-dimensional Time Series

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For multiple change-points detection of high-dimensional time series, we provide asymptotic theory concerning the consistency and the asymptotic distribution of the breakpoint statistics and estima... Click to show full abstract

For multiple change-points detection of high-dimensional time series, we provide asymptotic theory concerning the consistency and the asymptotic distribution of the breakpoint statistics and estima...

Keywords: inference breakpoints; high dimensional; dimensional time; time series

Journal Title: Journal of the American Statistical Association
Year Published: 2021

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