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Estimating Diffusion Coefficients From Count Data: Einstein-Smoluchowski Theory Revisited
Authors:N.H. Bingham  Bruce Dunham
Affiliation:(1) Statistics Department, Birkbeck College (University of London), Malet Street, London, WC1E 7HX, U.K;(2) Mathematics Department, University of Nottingham, Nottingham, NG7 2RD, U.K.
Abstract:The problem of estimating diffusion coefficients has been considered extensively in both discrete and continuous time. We consider here an approach based on counting occupation numbers of diffusing particles. The problem, and our approach, are motivated by statistical mechanics.
Keywords:Diffusion  coverage process  regenerative phenomenon  Campbell  /content/m4xvw6662vwp0j75/xxlarge8216.gif"   alt="  lsquo"   align="  BASELINE"   BORDER="  0"  >s theorem  infinite server queue  Einstein-Smoluchowski process  Avogadro  /content/m4xvw6662vwp0j75/xxlarge8216.gif"   alt="  lsquo"   align="  BASELINE"   BORDER="  0"  >s number
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