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Distribution of the size of random hash trees, pebbled hash trees and N-trees

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  • Christophi, Costas A.
  • Mahmoud, Hosam M.

Abstract

Devroye (SIAM J. Comput. 28 (1999) 1215-1224) computed the average size of several random hash-based trees. We extend this analysis by finding the central limit distribution for a suitably normalized version of the size of each of random hash trees, pebbled hash trees and N-trees. Because of a strong dependency among the sizes of the subtrees, one cannot appeal to standard theorems for sums of independent random variables. Our paper probes further a saddle point method based on expressing the characteristic generating function of the size of each tree as a coefficient in a super characteristic generating function raised to a large power.

Suggested Citation

  • Christophi, Costas A. & Mahmoud, Hosam M., 2001. "Distribution of the size of random hash trees, pebbled hash trees and N-trees," Statistics & Probability Letters, Elsevier, vol. 53(3), pages 277-282, June.
  • Handle: RePEc:eee:stapro:v:53:y:2001:i:3:p:277-282
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