Empirical likelihood semiparametric nonlinear regression analysis for longitudinal data with respons

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户：asaaaas

【摘要】

：

　　This paper investigates estimations of regression parameters in a semiparametric nonlinear regression model for longitudinal data in the presence of missing

【作者】

：

Nian-ShengTang;

【机构】

：

Department of Statistics, Yunnan University, Kunming 650091

【出处】

：

The Third IMS-China International Conference on Statistics a

【发表日期】

：

2011年期

下载到本地 , 更方便阅读

下载此文赞助VIP

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

　　This paper investigates estimations of regression parameters in a semiparametric nonlinear regression model for longitudinal data in the presence of missing response variables that are missing with missingness probabilities depend on covariates.Empirical likelihood methods are used to estimate the regression coefficients based on the complete-case data set and the imputed values.

其他文献

Recent advances on nonparametric regression when both response and predictor are functional data

　　Functional Data Analysis (FDA) aims to develop statistical methods for collections of curves, surfaces, etc.Such functional data come from observations of f

会议

Dirichlet labeling and hierarchical processes for clustering functional data

　　We consider clustering problems involving functional data where we have a collection of functions, each viewed as a process realization, e.g., a random curv

会议

Scaled Lasso and Matrix Inversion

　　Scaled sparse linear regression jointly estimates the regression coefficients and noise level in a linear model.It chooses an equilibrium with a sparse regr

会议

A Finite Difference Method for Space Fractional Differential Equations with Variable Diffusivity Coe

Anomalous diffusion is a phenomenon that cannot be modeled accurately by second-order diffusion equations,but is better described by fractional diffusion models

期刊

Two-sided fractional derivativesVariable coefficientsFinite differences

Estimation of high-dimensional matrices Optimal rates via convex relaxation

　　Problems that require estimating high-dimensional matrices from noisy and/or incomplete observations arise frequently in statistics.Examples include dimensi

会议

MixtureTree, a program for constructing phylogeny

　　How to construct a phylogeny given a set of the DNA sequences is always a popular topic in both biological and statistical research.A new method based on an

会议

Integrative Analysis of Cancer Genomic Data

　　In cancer genomic studies, markers identified from the analysis of single datasets often suffer from a lack of reliability because of the small sample sizes

会议

Adaptively Weighted Large Margin Classifiers

　　Large margin classifiers have been shown to be very useful in many applications.The Support Vector Machine is a canonical example of large margin classifier

会议

电影同步录音机用扬声器

1974年我厂开始研制电影同步录音机用扬声器。电影同步录音机是我国赶超世界先进水平的新产品,所用扬声器也应赶超世界先进水平。我们根据电影同步录音机的技术要求,在四机

期刊

扬声器录音机世界先进水平谐波失真技术要求频率响应曲线所用标称功率展宽频带增大功率

如何激发学生学习科学的兴趣

【摘要】“兴趣是最好的老师”，在科学课教学中，如何培养学生学习科学的兴趣尤为重要。营造和谐、民主、平等的课堂氛围，培养学生的观察能力，利用多媒体进行教学以及适当有效的学习方法的指导，的确是十分可行的。　　【关键词】兴趣；观察；多媒体；学习方法；十分可行　　“兴趣是一种魔力，它可以创造人间奇迹来”、“兴趣是最好的老师”，可见，兴趣的培养至关重要。如果没有兴趣，科学探究活动就难以进行。学生对科学课

期刊

兴趣观察多媒体学习方法十分可行

Empirical likelihood semiparametric nonlinear regression analysis for longitudinal data with respons

与本文相关的学术论文