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<article url="/content/2009/2/331" issue_url="/content/2009/2" page_range="331-344" type="Article" volume="45" year="2009" issue="2">
<artitle>Stability Estimating in Optimal Sequential Hypotheses Testing</artitle><author name="Evgueni" surname="Gordienko" url="/articles.html?author=3235"/>
<author name="Andrey" surname="Novikov" url="/articles.html?author=3234"/>
<author name="Elena" surname="Zaitseva" url="/articles.html?author=3025"/>
<keyword title="sequential hypotheses test"/>
<keyword title="simple hypothesis"/>
<keyword title="optimal stopping"/>
<keyword title="sequential probability ratio test"/>
<keyword title="likelihood ratio statistic"/>
<keyword title="stability inequality"/>
<ams title="62L10"/>
<ams title="62L15"/>
<abstract><html>We study the stability of the classical optimal sequential probability ratio test based on independent identically distributed observations <span class="tex"><sub>1</sub>,<sub>2</sub>,\dots</span> when testing two simple hypotheses about their common density <span class="tex">f</span>: <span class="tex">f=<sub>0</sub></span> versus <span class="tex">f=<sub>1</sub></span>. As a functional to be minimized, it is used a weighted sum of the average (under <span class="tex"><sub>0</sub></span>) sample number and the two types error probabilities. We prove that the problem is reduced to stopping time optimization for a ratio process generated by <span class="tex"><sub>1</sub>,<sub>2</sub>,\dots</span> with the density <span class="tex"><sub>0</sub></span>. For <span class="tex">\ta<sub>*</sub></span> being the corresponding optimal stopping time we consider a situation when this rule is applied for testing between <span class="tex"><sub>0</sub></span> and an alternative <span class="tex">\tilde <sub>1</sub></span>, where <span class="tex">\tilde <sub>1</sub></span> is some approximation to <span class="tex"><sub>1</sub></span>. An inequality is obtained which gives an upper bound for the expected cost excess, when <span class="tex">\ta<sub>*</sub></span> is used instead of the rule <span class="tex">\tilde\ta<sub>*</sub></span> optimal for the pair <span class="tex">(<sub>0</sub>,\tilde <sub>1</sub>)</span>. The inequality found also estimates the difference between the minimal expected costs for optimal tests corresponding to the pairs <span class="tex">(<sub>0</sub>,<sub>1</sub>)</span> and <span class="tex">(<sub>0</sub>,\tilde <sub>1</sub>)</span>. </html></abstract>
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