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On the Rate of Convergence of Loop-Erased Random Walk to SLE2

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Abstract

We derive a rate of convergence of the Loewner driving function for a planar loop-erased random walk to Brownian motion with speed 2 on the unit circle, the Loewner driving function for radial SLE2. The proof uses a new estimate of the difference between the discrete and continuous Green’s functions that is an improvement over existing results for the class of domains we consider. Using the rate for the driving process convergence along with additional information about SLE2, we also obtain a rate of convergence for the paths with respect to the Hausdorff distance.

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References

  1. Auer, P.: Some hitting probabilities of random walks on Z 2. In: Berkes, I., Csáki, E., Révész, P. eds., Limit Theorems in Probability and Statistics, Volume 57 of Colloquia Mathematica Societatis János Bolyai. (Budapest, Hungary), 1990. Amsterdam: North-Holland, pp. 9–25

  2. Beneš, C.: Some Estimates for Planar Random Walk and Brownian Motion. Preprint, 2006. http://arxiv.org/abs/math/0611127v1 [math.DR], 2006

  3. Borovkov A.A.: On the rate of convergence for the invariance principle. Theory Prob. Appl. 18, 207–225 (1973)

    Article  MATH  Google Scholar 

  4. Chelkak D., Smirnov S.: Universality in the 2D Ising model and conformal invariance of fermionic observables. Invent. Math. 189, 515–580 (2012)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  5. Csörgő M., Révész P.: Strong Approximations in Probability and Statistics. Academic Press, New York (1981)

    Google Scholar 

  6. Duminil-Copin, H., Smirnov, S.: Conformal invariance of lattice models. Preprint, 2011. http://arxiv.org/abs/1109.1549v4 [math.PR], 2012

  7. Fukai Y., Uchiyama K.: Potential kernel for two-dimensional random walk. Ann. Prob. 24, 1979–1992 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  8. Garnett, J.B., Marshall, D.E.: Harmonic Measure. New York: Cambridge University Press, 2005

  9. Haeusler E.: An Exact Rate of Convergence in the Functional Central Limit Theorem for Special Martingale Difference Arrays. Z. Wahr. verw. Geb. 65, 523–534 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  10. Hall, P., Heyde, C.C.: Martingale Limit Theory and Its Applications. New York: Academic Press, 1980

  11. Johansson Viklund, F.: Convergence Rates for Loop-Erased Random Walk and other Loewner Curves. http://arxiv.org/abs/1205.5734v1 [math.PR], 2012

  12. Kesten, H.: Relations Between Solutions to a Discrete and Continuous Dirichlet Problem. In: Durrett, R., Kesten, H. eds., Random Walks, Brownian Motion and Interacting Particle Systems, Volume 28 of Progress in Probability. Boston, MA: Birkhäuser, 1991, pp. 309–321

  13. Komlós J., Major P., Tusnády G.: An Approximation of Partial Sums of Independent RV’s, and the Sample DF. II. Z. Wahr. verw. Geb. 34, 33–58, (1976)

    Google Scholar 

  14. Kozdron M.J., Lawler G.F.: Estimates of Random Walk Exit Probabilities and Application to Loop-Erased Random Walk. Electron. J. Prob. 10, 1442–1467 (2005)

    MathSciNet  Google Scholar 

  15. Lawler, G.F.: Intersections of Random Walks. Boston, MA: Birkhäuser, 1991

  16. Lawler, G.F.: Conformally Invariant Processes in the Plane. Volume 114 of Mathematical Surveys and Monographs. Providence, RI: American Mathematical Society, 2005

  17. Lawler G.F., Schramm O., Werner W.: The Dimension of the Planar Brownian Frontier is 4/3. Math. Res. Lett. 8, 401–411 (2001)

    MathSciNet  MATH  Google Scholar 

  18. Lawler G.F., Schramm O., Werner W.: Values of Brownian intersection exponents, I: Half-plane exponents. Acta Math. 187, 237–273 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  19. Lawler G.F., Schramm O., Werner W.: Values of Brownian intersection exponents, II: Plane exponents. Acta Math. 187, 275–308 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  20. Lawler G.F., Schramm O., Werner W.: Values of Brownian intersection exponents III: Two-sided exponents. Ann. Inst. H. Poincaré Prob. Stat. 38, 109–123 (2002)

    Article  MathSciNet  ADS  MATH  Google Scholar 

  21. Lawler G.F., Schramm O., Werner W.: Conformal invariance of planar loop-erased random walks and uniform spanning trees. Ann. Prob. 32, 939–995 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  22. Pommerenke, C.: Boundary Behaviour of Conformal Maps, Volume 299 of Grundlehren der mathematischen Wissenschaften. New York: Springer-Verlag, 1992

  23. Rohde S., Schramm O.: Basic properties of SLE. Ann. of Math. (2) 161, 883–924 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  24. Schramm O.: Scaling limits of loop-erased random walks and uniform spanning trees. Israel J. Math. 118, 221–288 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  25. Schramm, O.: Conformally invariant scaling limits: an overview and a collection of problems. In: Sanz-Solé, M., Soria, J., Varona, J.L., Verdera, J. eds, Proceedings of the International Congress of Mathematicians, Madrid, Spain, 2006. Volume I. Zurich, Switzerland: European Mathematical Society, 2007, pp. 513–543

  26. Schramm O., Sheffield S.: Harmonic explorer and its convergence to SLE4. Ann. Prob. 33, 2127–2148 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  27. Schramm O., Sheffield S.: Contour lines of the two-dimensional discrete Gaussian free field. Acta Math. 202, 21–137 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  28. Schramm O., Wilson D.B.: SLE coordinate changes. New York J. Math. 11, 659–669 (2005)

    MathSciNet  MATH  Google Scholar 

  29. Smirnov, S.: Critical percolation in the plane. http://arxiv.org/abs/0909.4499v1 [math.PR], 2009

  30. Smirnov S.: Critical percolation in the plane: conformal invariance, Cardy’s formula, scaling limits. C. R. Acad. Sci. Paris Sér. I Math. 333, 239–244 (2001)

    Article  ADS  MATH  Google Scholar 

  31. Smirnov, S.: Discrete Complex Analysis and Probability. In: Bhatia, R. ed., Proceedings of the International Congress of Mathematicians, Hyderabad, India, 2010. Volume I. New Delhi: Hindustan Book Agency, 2010, pp. 595–621

  32. Smirnov S.: Conformal invariance in random cluster models. I. Holmorphic fermions in the Ising model. Ann. of Math. (2) 172, 1435–1467 (2010)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Michael J. Kozdron.

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Communicated by S. Smirnov

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Beneš, C., Johansson Viklund, F. & Kozdron, M.J. On the Rate of Convergence of Loop-Erased Random Walk to SLE2 . Commun. Math. Phys. 318, 307–354 (2013). https://doi.org/10.1007/s00220-013-1666-5

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