On a Statistical Framework for Estimation from Random Set Observations |
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| Authors: | De-Jun Feng Ding Feng |
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| Institution: | (1) Department of Mathematical Sciences, Tsinghua University, Beijing, 100084, People's Republic of China;(2) Department of Mathematical Sciences, New Mexico State University, Las Cruces, New Mexico, 88003-8001 |
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| Abstract: | Using the theory of random closed sets, we extend the statistical framework introduced by Schreiber(11) for inference based on set-valued observations from the case of finite sample spaces to compact metric spaces with continuous distributions. |
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| Keywords: | Statistical inference conditional distribution random sets |
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