Effect of Imputation of Missing Data in the State Inpatient Databases on Racial Disparities Research

来源 :上海交通大学 | 被引量 : 0次 | 上传用户：yuhong8109

【摘要】

：

Research Objective: Racial disparities(RD)in healthcare outcomes in the U.S.have been identified in recent decades for total joint arthroplasty,particularly total knee arthroplasty(TKA).

【作者】

：

Wei Zhang Yan Ma Andrew Gelman Stephen Lyman

【机构】

：

University of Arkansas at Little Rock,Little Rock,Arkansas

【出处】

：

上海交通大学

【发表日期】

：

2016年4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

　　Research Objective: Racial disparities(RD)in healthcare outcomes in the U.S.have been identified in recent decades for total joint arthroplasty,particularly total knee arthroplasty(TKA).

其他文献

USING STRUCTURAL-NESTED MODELS TO ESTIMATE THE EFFECT OF CLUSTER-LEVEL ADHERENCE ON INDIVIDUAL-LEVEL

Much attention has been paid to estimating the causal effect of adherence to a randomized protocol using instrumental variables to adjust for unmeasured confounding.

会议

unmeasured confoundinginstrumental variablescomplex survey dataadherence

Spatio-Temporal Monitoring of Disease Incidence Data

To monitor the incidence rates of cancers,AIDS,cardiovascular diseases,and other chronicle or infectious diseases,some global,national and regional reporting systems have been built to collect/provide

会议

Infectious diseaseProcess monitoringSpatio-temporal data

STRUCTURED SUBCOMPOSITION SELECTION IN REGRESSION AND ITS APPLICATION TO MICROBIOME DATA ANALYSIS

Compositional data arise naturally in many practical problems and the analysis of such data presents many statistical challenges,especially in high dimensions.

会议

compositional data analysishomogeneitylog ratio transformationspenalized regr

A General Decision Theory for Huber's ∈-Contamination Model

Todays data pose unprecedented challenges to statisticians.It may be incomplete,corrupted or exposed to some unknown source of contamination.

会议

Robust statisticsRobust testingMinimax rateDensity estimationSparse linear r

Nonparametric Robust Statistics and Outlier Reset CUSUM for the Exploration of Copy Number Alteratio

Copy number alteration(CNA)data have been collected to study disease related chro-mosomal amplifications and deletions.

会议

copy number alterationCUSUMoutlier

Adaptive multi-factor multi-stage clinical trial methods

Efficacious and effective interventions usually involve multiple factors.And it is fantasy to have pilot information about the main effects and their interactions for all factors at the time of initia

会议

factorial designclinical trialadaptivemulti-stage

Bias correction in subgroup analysis

Subgroup analysis becomes a popular practice in analyzing clinical trial data for identifying subgroup of patients who may benefit from the treatment of interest.

会议

bias correctionrandomized clinical trialsubgroup analysismultiple tests

Feature Selection in High-Dimensional Survival Data with Linear Regression

Variable selection from the high-dimensional survival data is a fundamental and challenging approach in recent years.

会议

Censored dataOracle propertyVariable selection

Stochastic Majorization-Minimization for Machine Learning

Stochastic optimization is a naturally attracting more attention in order to handle the growing size of data.

会议

MM AlgorithmStochastic OptimizationMachine Learning

Modelling asymmetric bivariate data using mixtures of rotated copulas

Copulas are widely used for modelling complex multivariate dependencies.Our study offers a framework for the application of pair-mixtures of rotated copulas to model asymmetric dependencies in bivaria

会议

Effect of Imputation of Missing Data in the State Inpatient Databases on Racial Disparities Research

与本文相关的学术论文