English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

This paper reviews recent developments in fundamental limits and optimalalgorithms for change point analysis. We focus on minimax optimal rates inchange point detection and localisation, in both parametric and nonparametricmodels. We start with the univariate mean change point analysis problem andreview the state-of-the-art results in the literature. We then move on to morecomplex data types and investigate general principles behind the optimalprocedures that lead to minimax rate-optimal results.

A review on minimax rates in change point detection and localisation