Functional Dimension Reduction

来源 :上海交通大学 | 被引量 : 0次 | 上传用户:you19841231
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  To study the relation between a univariate response and multiple functional covariates,we propose a functional single index model that is semiparametric.
其他文献
Let(εj)j≥0 be a sequence of independent p-dimensional random vectors and τ≥ 1 a given integer.From a sample ε1,...,εT+τ of the sequence,the so-called lag- auto-covariance matrix is C τ = T-1∑Tj =1
Modeling and estimation of correlation coefficient is a fundamental step in risk management,especially with the aftermath of the financial crisis in 2008,which challenged the traditional measuring of
We propose a factor model based on transformed factors,and develop an estimation procedure for the proposed models.
In clinical and epidemiological studies,recurrent events can arise when a subject repeatedly experiences the event of interest.
Cyclic structure and dynamics are of great interest in both the fields of stochastic processes and nonequilibrium statistical physics.
In this talk,I will present some results on the potential theory of subordinate killed Brownian motions.
In this talk,we investigate the problem of monitoring independent large-scale data streams where an undesired event may occur at some unknown time and affect only a few unknown data streams.
In repairable system data analysis it is common to many components of the same type are studied and in these cases it is relevant to verify the heterogeneity between systems.
We discuss the convergence of empirical spectral distributions of high-dimensional covariance matrices under mixture distributions.
In experiments of treatment selections,random samples are drawn from several populations with ordered means.