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复杂删失数据的统计分析及其应用
  • 项目名称：复杂删失数据的统计分析及其应用
  • 项目类别：重点项目
  • 批准号：10731010
  • 申请代码：A0111
  • 项目来源：国家自然科学基金
  • 研究期限：2008-01-01-2011-12-31
  • 项目负责人：何书元
  • 负责人职称：教授
  • 依托单位：北京大学
  • 批准年度：2007
中文摘要：

内容: 1. 在删失信息随机缺失机制下Cox回归模型的参数估计 2.在删失信息随机缺失机制下线性回归模型的参数估计 3. 在删失信息随机缺失机制下单指标回归模型的参数估计 4. 复杂删失数据的统计分析及在生物医学中的应用。这些内容是当前数理统计和应用统计的研究热点, 从理论上讲有重要的科学意义, 从应用方面讲有重要的应用价值。

中文主题词： 非参数统计,复杂数据,半参数模型.
成果综合统计
成果类型
数量
  • 期刊论文
  • 会议论文
  • 专利
  • 获奖
  • 著作
  • 98
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期刊论文
金融风险管理中VaR度量的光滑估计效率
小波分析印花税调整对股市成交量的影响
A semiparametric additive rates model for clustered recurrent event data.
A class of mixed models for recurrent event data.
A semiparametric additive rates model for recurrent and terminal events.
Combining least-squares and quantile regressions.
Distribution Estimation with Auxiliary Information for Missing Data.
Statistical Inference for varying-coefficient models with error-prone covariates.
Smooth estimation of ROC curve in the presence of auxiliary information. 919-944.
Wavelet analysis of change-points in a non-parametric regression with heteroscedastic variance.
Empirical likelihood hypothesis test on mean with inequality constraints.
Empirical likelihood confidence intervals for hazard and density functions under right censorship
Generate gene expression profile from high-throughput sequencing data,
A class of weighted estimators for additive hazards model in case-cohort studies
Likelihood ratio inference for mean residual lifetime
Statistical Inference for Semi-parametric Varying-coefficient Partially Linear Models with Error-pro
Estimation of covariate distribution with capture-recapture data.
Group contingency test for two or several independent samples
Empirical likelihood for the smoothed LAD estimator in infinite variance autoregressive models
A general class of semiparametric rates models for recurrent event data. (Chinese).
Analysis of panel data with informative observation and censoring times under biased sampling (Chine
复发事件下一般半参数比率回归模型
多元失效时间删失数据边际风险模型加权估计的渐近正态性
次贷危机中的传染机制研究和策略分析
删失数据下的半参数变系数部分线性回归模型
Smooth estimation of ROC curve in the presence of auxiliary information
金融风暴中基于非参估计VaR和ES方法的风险度量
纵向数据下广义估计方程估计
金融危机下带传染效应的违约预报
删失数据下医药费用的经验似然估计
Efficient estimation of seemingly unrelated additive nonparametric regression models
Goodness-of-fit tests for additive mean residual life model under right censoring
Semiparametric transformation models for panel count data with dependent observation process
Semiparametric transformation models with time-varying coefficients for recurrent and terminal event
Marginal regression models with time-varying coefficients for recurrent event data
Statistical inference for panel data semiparametric partially linear regression models with heterosc
Confident estimation for density of a biological population based on line transect sampling.
Strong Convergence Rates of Several Estimators in Semi-parametric Varying-Coefficient Partially Line
Gaining efficiency via weighted estimators for multivariate failure time data.
Estimating equations inference with missing data.
Semi-parametric inference for ROC curves with censoring.
Detections of changes in return by a wavelet smoother with conditional heteroscedastic volatility.
Penalized Semeiparametric densityestimation
Joint analysis of mixed Poisson and continuous longitudinal data with nonignorable missing values
Population Size Estimation with Covariate Values Missing Non- ignorable
Tolerance interval for exponential Distribution,
A class of accelerated means regression models for recurrent event data
Series Estimation in Partially Linear In-slide Regression Models.
Empirical Likelihood foe LAD Estimators in Infinite Variance ARMA Mosels
Marginal regression of multiple type recurrent event data based on transformation models
Variable selection for panel count data via nonconcave penalized estimating function
Autoregressive Process with Measurement Errors.
Fisher Information in Left-Truncated Data
Global partial likelihood for nonparametric proportional hazards models
Additive hazards regression with censoring indicators missing at random
A class of mean residual life regression models with censored survival data
时变弹性系数生产函数的非参数估计
Statistical Inference of Default Probability in Credit Risk Models (in Chinese). [
指数多项式模型中参数最大似然估计得收敛速度，
多元失效时间数据边际风险模型加权估计的渐近性质.
删失数据下的半参数变系数部分线性回归
Regression analysis of longitudinal data with time-dependent covariates and informative observation
Regression analysis of longitudinal data with dependent observation times.
Regression analysis for the additive hazards model with covariate errors.
Change-point estimates in longitudinal binary data.
Semiparametric analysis of longitudinal data with informative observation times
Mean residual life models with time- dependent coefficient under right censoring
Analysis of cohort survival data with transformation model.
ST公司基于财务数据的动态分析
基于VaR和ES调整的Sharpe比率及在基金评价中的实证研究
带有辅助信息的ROC曲线两种估计的比较
估计不同阶段和环境下的设备可靠性
指数多项式模型中参数最大似然估计的收敛速度
Change-Point Estimates in Longitudinal Binary Data
两阶段模糊生产计划期望值模型
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