Zeda Li,Yu Ryan Yue,Scott A Bruce
Zeda Li
We propose a novel analysis of power (ANOPOW) model for analyzing replicated nonstationary time series commonly encountered in experimental studies. Based on a locally stationary ANOPOW Cramér spectral representation, the proposed model ca...
USING SIMULTANEOUS REGRESSION CALIBRATION TO STUDY THE EFFECT OF MULTIPLE ERROR-PRONE EXPOSURES ON DISEASE RISK UTILIZING BIOMARKERS DEVELOPED FROM A CONTROLLED FEEDING STUDY [0.03%]
利用控制喂养研究中开发的生物标志物研究多个误差暴露对疾病风险的影响的多重同时回归校正方法研究
Yiwen Zhang,Ran Dai,Ying Huang et al.
Yiwen Zhang et al.
Systematic measurement error in self-reported data creates important challenges in association studies between dietary intakes and chronic disease risks, especially when multiple dietary components are studied jointly. The joint regression ...
BAYESIAN HIERARCHICAL MODELING AND ANALYSIS FOR ACTIGRAPH DATA FROM WEARABLE DEVICES [0.03%]
可穿戴设备Actigraphy数据的贝叶斯分层建模与分析
Pierfrancesco Alaimo Di Loro,Marco Mingione,Jonah Lipsitt et al.
Pierfrancesco Alaimo Di Loro et al.
The majority of Americans fail to achieve recommended levels of physical activity, which leads to numerous preventable health problems such as diabetes, hypertension, and heart diseases. This has generated substantial interest in monitoring...
Estimating Causal Effects of HIV Prevention Interventions with Interference in Network-based Studies among People Who Inject Drugs [0.03%]
在基于网络的研究中估计HIV预防干预措施对注射毒品人群的因果效应
TingFang Lee,Ashley L Buchanan,Natallia V Katenka et al.
TingFang Lee et al.
Evaluating causal effects in the presence of interference is challenging in network-based studies of hard-to-reach populations. Like many such populations, people who inject drugs (PWID) are embedded in social networks and often exert influ...
A DYNAMIC ADDITIVE AND MULTIPLICATIVE EFFECTS NETWORK MODEL WITH APPLICATION TO THE UNITED NATIONS VOTING BEHAVIORS [0.03%]
一种动态加法乘法效应网络模型及其在联合国投票行为中的应用
Bomin Kim,Xiaoyue Niu,David Hunter et al.
Bomin Kim et al.
Motivated by a study of United Nations voting behaviors, we introduce a regression model for a series of networks that are correlated over time. Our model is a dynamic extension of the additive and multiplicative effects network model (AMEN...
A SIMPLE, CONSISTENT ESTIMATOR OF SNP HERITABILITY FROM GENOME-WIDE ASSOCIATION STUDIES [0.03%]
来自全基因组关联研究的简单一致的SNP遗传力估算值
Armin Schwartzman,Andrew J Schork,Rong Zablocki et al.
Armin Schwartzman et al.
Analysis of genome-wide association studies (GWAS) is characterized by a large number of univariate regressions where a quantitative trait is regressed on hundreds of thousands to millions of single-nucleotide polymorphism (SNP) allele coun...
GENERALIZED MATRIX DECOMPOSITION REGRESSION: ESTIMATION AND INFERENCE FOR TWO-WAY STRUCTURED DATA [0.03%]
广义矩阵分解回归：二向结构数据分析的估计和推断
Yue Wang,Ali Shojaie,Timothy Randolph et al.
Yue Wang et al.
Motivated by emerging applications in ecology, microbiology, and neuroscience, this paper studies high-dimensional regression with two-way structured data. To estimate the high-dimensional coefficient vector, we propose the generalized matr...
Debiased lasso for stratified Cox models with application to the national kidney transplant data [0.03%]
分层Cox模型的无偏缩放子路径算法及其在肾脏移植数据中的应用研究
Lu Xia,Bin Nan,Yi Li
Lu Xia
The Scientific Registry of Transplant Recipients (SRTR) system has become a rich resource for understanding the complex mechanisms of graft failure after kidney transplant, a crucial step for allocating organs effectively and implementing a...
Siqi Xiang,Wan Zhang,Siyao Liu et al.
Siqi Xiang et al.
In The Cancer Genome Atlas (TCGA) data set, there are many interesting nonlinear dependencies between pairs of genes that reveal important relationships and subtypes of cancer. Such genomic data analysis requires a rapid, powerful and inter...
DYNAMIC PREDICTION OF RESIDUAL LIFE WITH LONGITUDINAL COVARIATES USING LONG SHORT-TERM MEMORY NETWORKS [0.03%]
基于长短期记忆网络和纵向协变量的剩余寿命动态预测方法
Grace Rhodes,Marie Davidian,Wenbin Lu
Grace Rhodes
Sepsis, a complex medical condition that involves severe infections with life-threatening organ dysfunction, is a leading cause of death worldwide. Treatment of sepsis is highly challenging. When making treatment decisions, clinicians and p...