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JOURNALS // Theory of Stochastic Processes // Archive

Theory Stoch. Process., 2007 Volume 13(29), Issue 2, Pages 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

Abstract: 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.

Keywords: Change-points, dynamical programming.

MSC: Primary 62G20; Secondary 93E10

Language: English



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