کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
417219 681468 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Quasi-plus sampling edge correction for spatial point patterns
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Quasi-plus sampling edge correction for spatial point patterns
چکیده انگلیسی

A widely applicable edge correction method for estimating summary statistics of a spatial point pattern is proposed. We reconstruct point patterns in a larger region containing the sampling window by matching sampled and simulated kkth nearest neighbour distance distributions of the given pattern and then apply plus sampling. Simulation studies show that this approach, called quasi-plus sampling, gives estimates with smaller root mean squared errors than estimates obtained by using other popular edge corrections. We apply the proposed approach to real data and yield an estimate of a summary statistic that is more plausible than that obtained by a popular edge correction.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computational Statistics & Data Analysis - Volume 52, Issue 12, 15 August 2008, Pages 5287–5295
نویسندگان
, ,