RUS  ENG
Полная версия
ЖУРНАЛЫ // Theory of Stochastic Processes // Архив

Theory Stoch. Process., 2007, том 13(29), выпуск 2, страницы 251–266 (Mi thsp202)

The length of the interval of indeterminacy for the estimate of multiple change-points

Grigorij Shurenkov

Department of Probability Theory and Mathematical Statistics, Kyiv National Taras Shevchenko University, Kyiv, Ukraine

Аннотация: This article considers the problem of estimating the length of the interval of indeterminacy during construction of change-points' estimates using dynamical programming. It was proved that mathematical expectation of the length of the interval has asymptotically linear dependency on the penalty for a change of distribution when the number of estimations tends to infinity.

Ключевые слова: Change-points, dynamical programming.

MSC: Primary 62G20; Secondary 93E10

Язык публикации: английский



Реферативные базы данных:


© МИАН, 2024