کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1152687 1489903 2010 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Limit theorems for projections of random walk on a hypersphere
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
پیش نمایش صفحه اول مقاله
Limit theorems for projections of random walk on a hypersphere
چکیده انگلیسی
We show that almost any one-dimensional projection of a suitably scaled random walk on a hypercube, inscribed in a hypersphere, converges weakly to an Ornstein-Uhlenbeck process as the dimension of the sphere tends to infinity. We also observe that the same result holds when the random walk is replaced with spherical Brownian motion. This latter result can be viewed as a “functional” generalisation of Poincaré's observation for projections of uniform measure on high dimensional spheres; the former result is an analogous generalisation of the Bernoulli-Laplace central limit theorem. Given the relation of these two classic results to the central limit theorem for convex bodies, the modest results provided here would appear to motivate a functional generalisation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistics & Probability Letters - Volume 80, Issues 9–10, 1–15 May 2010, Pages 771-778
نویسندگان
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