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Deviation Inequalities And Moderate Deviations On The Number Of Isolated Vertices In Sparse Random Graphs

Posted on:2006-04-22Degree:MasterType:Thesis
Country:ChinaCandidate:H LiuFull Text:PDF
GTID:2120360182966869Subject:Probability theory and mathematical statistics
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Let V(n, p) denote the number of isolated vertices in G(n, p), where p=c/n, c > 0 . In this paper we study the deviation inequality and the moderate deviation principle of V(n,p). First, using Chebyschev inequality we get a deviation inequality of V(n,p). Second, as an application of the deviation inequality, we get Marcinkiewicz-Zygmund strong law of large numbers. Finally, using Stirling formula and Gartner-Ellis theorem, we get the moderate , deviation principle of V(n,p).
Keywords/Search Tags:random graphs, the number of isolated vertices, deviation inequality, Marcinkiewicz-Zygmund strong law of large numbers, moderate deviation
PDF Full Text Request
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