Beyond axial symmetry: An improved class of models for global data
Beyond axial symmetry: An improved class of models for global data
复制标题
超越轴对称：一类改进的全局数据模型
作者：
S. Castruccio;M. Genton
一类重要的球面域数据模型称为轴对称模型，它假设跨纬度而不是跨纬度的平稳性。这项工作的主要目的是引入一个新的和更灵活的一类模型，放松的纵向平稳性的假设，定期网格气候模式输出的背景下。在这项研究中，讨论了另外两个相关的主题：与非参数模型相比，轴对称参数模型缺乏拟合，以及纵向可逆过程，轴对称模型的一个重要子类。版权所有© 2014约翰威利父子有限公司
An important class of models for data on a spherical domain, called axially symmetric, assumes stationarity across longitudes but not across latitudes. The main aim of this work is to introduce a new and more flexible class of models by relaxing the assumption of longitudinal stationarity in the context of regularly gridded climate model output. In this investigation, two other related topics are discussed: the lack of fit of an axially symmetric parametric model compared with a non‐parametric model and to longitudinally reversible processes, an important subclass of axially symmetric models. Copyright © 2014 John Wiley & Sons, Ltd