Performance analysis of hypothesis testing for sparse pairwise interaction point processes
نویسندگان
چکیده
The sufficient statistic for performing the likelihood ratio test for pairwise interaction point processes is well-known; however, the evaluation of its performance is a very difficult problem. In this paper it is shown that the distribution of the sufficient statistic can be approximated by the distribution of a Poisson-driven shot-noise random variable, which can be readily computed.
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ورودعنوان ژورنال:
- IEEE Trans. Information Theory
دوره 46 شماره
صفحات -
تاریخ انتشار 2000