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Asymptotic Statistics A. W. van der Vaart
Publisher: Cambridge University Press

"Community Detection and Link Prediction in Networks" (Next Week at the Statistics Seminar). The issue that brought it up was that sometimes statisticians like to work on asymptotic results. Download Asymptotic Statistics. Attention conservation notice: Only interesting if you (1) care about dividing networks into The talk discusses a number of methods and models for community detection under a general asymptotic framework which allows us to evaluate and compare methods in terms of consistency. Csiszár, Sanov property, generalized I-projection and a conditional limit theorem, The Annals of Probability, 1984, Vol. This, by itself, isn't The program has also hired people with non-statistics PhDs, like sociology and economics. ISBN: 0521496039,9780521496032 | 459 pages | 12 Mb. Wolfowitz's research contains many asymptotic results. However, if we're applying the test with a sample that's relatively small, we have to be careful because the actual sampling distribution of our statistic can be very different from its asymptotic distribution. Van der Vaart, Asymptotic Statistics, Cambridge University Press, 2000 2. I think that the jury is still out on whether the t-statistic finite sample or asymptotic values are better.