Dynamic Prediction for Multiple Repeated Measures and Event Time Data:an Application to Parkinson�

来源 :上海交通大学 | 被引量 : 0次 | 上传用户:zhangxizi
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
  In many clinical trials studying neurodegenerative diseases such as Parkinsons disease(PD),multiple longitudinal outcomes are collected to fully explore the multidimensional impairment caused by this disease.If the outcomes deteriorate rapidly,patients may reach a pre-defined level of functional disability,which is considered to be a terminal event because these patients would then initiate symptomatic treatment of levodopa to ameliorate the clinical outcomes.
其他文献
Interval-censored failure time data arise in a number of fields and many authors have discussed various issues related to their analysis.However,most of the existing methods are for univariate data an
Research of dental disease generates data with two levels of hierarchy: that of a tooth overall and that of the different surfaces of the tooth.The outcomes often exhibit spatial referencing among nei
Multivariate spatial analysis often relies on a low-dimensional latent representation of fac-tors or dictionary entries,often of Gaussian processes.Despite of the efficiency,this can be unrealistic du
An objective of preventive HIV vaccine efficacy trials is to understand how vaccineinduced immune responses to specific protein sequences of HIV associate with subsequent infection with specific seque
Spline smoothing is widely used in practice.However its application to large data is limited by the high computational cost.In this presentation we introduce several divide and recombine methods and c
In precision medicine,one of the underlying goals is to determine optimal treatments for individual patients using baseline measurements.Statis-tically,this is a problem of determining a decision func
会议
Logit models are popular tools for analyzing discrete choice and ranking data.The models assume that judges rate each item with a measurable utility,and the ordering of a judges utilities determines t
Benjamini and Yekutieli(2005)introduced the concept of the false coverage-statement rate(FCR)to account for selection when the confidence intervals are constructed only for the selected parameters.Dos
Recent advances in genomic and proteomic technologies have stimulated a large number of molecular biomarker discovery studies of various diseases.To date,the number and the quality of the technical re
Partially observed cured data occur in the analysis of spontaneous abortion(SAB)in observational studies in pregnancy.In contrast to the traditional cured data,such data has a observable cured portion