英文标题：
《An invitation to coupling and copulas: with applications to multisensory
modeling》
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作者：
Hans Colonius
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最新提交年份：
2015
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英文摘要：
This paper presents an introduction to the stochastic concepts of \\emph{coupling} and \\emph{copula}. Coupling means the construction of a joint distribution of two or more random variables that need not be defined on one and the same probability space, whereas a copula is a function that joins a multivariate distribution to its one-dimensional margins. Their role in stochastic modeling is illustrated by examples from multisensory perception. Pointers to more advanced and recent treatments are provided.
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中文摘要：
本文介绍了\\emph{coupling}和\\emph{copula}的随机概念。耦合是指两个或多个随机变量的联合分布的构造，这些随机变量不需要在同一个概率空间中定义，而copula是一个函数，它将多元分布与其一维边界连接起来。多传感器感知的例子说明了它们在随机建模中的作用。提供了更先进和最新的治疗方法。
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分类信息：

一级分类：Statistics 统计学
二级分类：Methodology 方法论
分类描述：Design, Surveys, Model Selection, Multiple Testing, Multivariate Methods, Signal and Image Processing, Time Series, Smoothing, Spatial Statistics, Survival Analysis, Nonparametric and Semiparametric Methods
设计，调查，模型选择，多重检验，多元方法，信号和图像处理，时间序列，平滑，空间统计，生存分析，非参数和半参数方法
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一级分类：Quantitative Biology 数量生物学
二级分类：Quantitative Methods 定量方法
分类描述：All experimental, numerical, statistical and mathematical contributions of value to biology
对生物学价值的所有实验、数值、统计和数学贡献
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一级分类：Quantitative Finance 数量金融学
二级分类：Risk Management 风险管理
分类描述：Measurement and management of financial risks in trading, banking, insurance, corporate and other applications
衡量和管理贸易、银行、保险、企业和其他应用中的金融风险
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