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Probability Approximations via the Poisson Clumping Heuristic

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Beschreibung

If you place a large number of points randomly in the unit square, what is the distribution of the radius of the largest circle containing no points? Of the smallest circle containing 4 points? Why do Brownian sample paths have local maxima but not points of increase, and how nearly do they have points...

Beschreibung

If you place a large number of points randomly in the unit square, what is the distribution of the radius of the largest circle containing no points? Of the smallest circle containing 4 points? Why do Brownian sample paths have local maxima but not points of increase, and how nearly do they have points of increase? Given two long strings of letters drawn i. i. d. from a finite alphabet, how long is the longest consecutive (resp. non-consecutive) substring appearing in both strings? If an imaginary particle performs a simple random walk on the vertices of a high-dimensional cube, how long does it take to visit every vertex? If a particle moves under the influence of a potential field and random perturbations of velocity, how long does it take to escape from a deep potential well? If cars on a freeway move with constant speed (random from car to car), what is the longest stretch of empty road you will see during a long journey? If you take a large i. i. d. sample from a 2-dimensional rotationally-invariant distribution, what is the maximum over all half-spaces of the deviation between the empirical and true distributions? These questions cover a wide cross-section of theoretical and applied probability. The common theme is that they all deal with maxima or min ima, in some sense.

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

01.12.2010

Abbildungen

XVI, 272 p.

Verlag Springer Us

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

01.12.2010

Abbildungen

XVI, 272 p.

Verlag Springer Us
Seitenzahl

272

Maße (L/B/H)

23,5/15,5/1,6 cm

Gewicht

446 g

Auflage

Softcover reprint of hardcover 1st edition 1989

Sprache

Englisch

ISBN

978-1-4419-3088-0

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Probability Approximations via the Poisson Clumping Heuristic
  • Produktbild: Probability Approximations via the Poisson Clumping Heuristic
  • A The Heuristic.- B Markov Chain Hitting Times.- C Extremes of Stationary Processes.- D Extremes of Locally Brownian Processes.- E Simple Combinatorics.- F Combinatorics for Processes.- G Exponential Combinatorial Extrema.- H Stochastic Geometry.- I Multi-Dimensional Diffusions.- J Random Fields.- K Brownian Motion: Local Distributions.- L Miscellaneous Examples.- M The Eigenvalue Method.- Postscript.