Randomness of Shapes and Statistical Inference on Shapes via the Smooth Euler Characteristic Transform

IF 3 1区数学 Q1 STATISTICS & PROBABILITY

Journal of the American Statistical Association Pub Date : 2024-05-31 DOI:10.1080/01621459.2024.2353947

Kun Meng, Jinyu Wang, Lorin Crawford, Ani Eloyan

引用次数: 0

Abstract

In this article, we establish the mathematical foundations for modeling the randomness of shapes and conducting statistical inference on shapes using the smooth Euler characteristic transform. Base...

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形状的随机性和通过平滑欧拉特征变换对形状进行统计推断

在本文中，我们利用平滑欧拉特征变换建立了形状随机性建模和形状统计推断的数学基础。基...

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来源期刊

Journal of the American Statistical Association 数学-统计学与概率论

CiteScore

7.50

自引率

8.10%

发文量

168

审稿时长

12 months

期刊介绍： Established in 1888 and published quarterly in March, June, September, and December, the Journal of the American Statistical Association ( JASA ) has long been considered the premier journal of statistical science. Articles focus on statistical applications, theory, and methods in economic, social, physical, engineering, and health sciences. Important books contributing to statistical advancement are reviewed in JASA . JASA is indexed in Current Index to Statistics and MathSci Online and reviewed in Mathematical Reviews. JASA is abstracted by Access Company and is indexed and abstracted in the SRM Database of Social Research Methodology.