BAYESIAN PROJECTIONS OF TOTAL FERTILITY RATE CONDITIONAL ON THE UNITED NATIONS SUSTAINABLE DEVELOPMENT GOALS [0.03%]
基于联合国可持续发展目标的总和生育率的 Bayesian预测
Daphne H Liu,Adrian E Raftery
Daphne H Liu
Women's educational attainment and contraceptive prevalence are two mechanisms identified as having an accelerating effect on fertility decline and that can be directly impacted by policy. Quantifying the potential accelerating effect of ed...
MASH: MEDIATION ANALYSIS OF SURVIVAL OUTCOME AND HIGH-DIMENSIONAL OMICS MEDIATORS WITH APPLICATION TO COMPLEX DISEASES [0.03%]
高维组学介导变量的生存结局中介效应分析及其在复杂疾病研究中的应用
Sunyi Chi,Christopher R Flowers,Ziyi Li et al.
Sunyi Chi et al.
Environmental exposures such as cigarette smoking influence health outcomes through intermediate molecular phenotypes, such as the methylome, transcriptome, and metabolome. Mediation analysis is a useful tool for investigating the role of p...
A BAYESIAN HIERARCHICAL SMALL AREA POPULATION MODEL ACCOUNTING FOR DATA SOURCE SPECIFIC METHODOLOGIES FROM AMERICAN COMMUNITY SURVEY, POPULATION ESTIMATES PROGRAM, AND DECENNIAL CENSUS DATA [0.03%]
一种基于美国社区调查、人口估计方案和十年一次的人口普查数据来源的具有层次结构的小区域人口贝叶斯模型
Emily N Peterson,Rachel C Nethery,Tullia Padellini et al.
Emily N Peterson et al.
Small area population counts are necessary for many epidemiological studies, yet their quality and accuracy are often not assessed. In the United States, small area population counts are published by the United States Census Bureau (USCB) i...
TARGETING UNDERREPRESENTED POPULATIONS IN PRECISION MEDICINE: A FEDERATED TRANSFER LEARNING APPROACH [0.03%]
精准医学中面向少数群体的联邦迁移学习方法研究
By Sai Li,Tianxi Cai,Rui Duan
By Sai Li
The limited representation of minorities and disadvantaged populations in large-scale clinical and genomics research poses a significant barrier to translating precision medicine research into practice. Prediction models are likely to under...
BAYESIAN LEARNING OF COVID-19 VACCINE SAFETY WHILE INCORPORATING ADVERSE EVENTS ONTOLOGY [0.03%]
基于不良事件本体的COVID-19疫苗安全性贝叶斯学习方法研究
Bangyao Zhao,Yuan Zhong,Jian Kang et al.
Bangyao Zhao et al.
While vaccines are crucial to end the COVID-19 pandemic, public confidence in vaccine safety has always been vulnerable. Many statistical methods have been applied to VAERS (Vaccine Adverse Event Reporting System) database to study the safe...
COMPOSITE SCORES FOR TRANSPLANT CENTER EVALUATION: A NEW INDIVIDUALIZED EMPIRICAL NULL METHOD [0.03%]
器官移植中心评估的综合评分体系：一个新的个体化经验证明的零方法
Nicholas Hartman,Joseph M Messana,Jian Kang et al.
Nicholas Hartman et al.
Risk-adjusted quality measures are used to evaluate healthcare providers with respect to national norms while controlling for factors beyond their control. Existing healthcare provider profiling approaches typically assume that the between-...
JOINT MODELING OF MULTISTATE AND NONPARAMETRIC MULTIVARIATE LONGITUDINAL DATA [0.03%]
多元纵向数据与多重状态的联合分析
L U You,Falastin Salami,Carina Törn et al.
L U You et al.
It is oftentimes the case in studies of disease progression that subjects can move into one of several disease states of interest. Multistate models are an indispensable tool to analyze data from such studies. The Environmental Determinants...
A BAYESIAN DECISION FRAMEWORK FOR OPTIMIZING SEQUENTIAL COMBINATION ANTIRETROVIRAL THERAPY IN PEOPLE WITH HIV [0.03%]
一种贝叶斯决策框架 用于优化HIV感染者抗逆转录病毒治疗的序贯联合疗法
Wei Jin,Yang Ni,Jane O&#x;Halloran et al.
Wei Jin et al.
Numerous adverse effects (e.g., depression) have been reported for combination antiretroviral therapy (cART) despite its remarkable success in viral suppression in people with HIV (PWH). To improve long-term health outcomes for PWH, there i...
NONSTATIONARY SPATIAL PREDICTION OF SOIL ORGANIC CARBON: IMPLICATIONS FOR STOCK ASSESSMENT DECISION MAKING [0.03%]
土壤有机碳的非平稳空间预测及其对储量评估决策的影响分析模型研究
Mark D Risser,Catherine A Calder,Veronica J Berrocal et al.
Mark D Risser et al.
The Rapid Carbon Assessment (RaCA) project was conducted by the US Department of Agriculture's National Resources Conservation Service between 2010-2012 in order to provide contemporaneous measurements of soil organic carbon (SOC) across th...
PATIENT RECRUITMENT USING ELECTRONIC HEALTH RECORDS UNDER SELECTION BIAS: A TWO-PHASE SAMPLING FRAMEWORK [0.03%]
基于选择偏倚的电子健康档案患者招募：一种两阶段抽样框架
Guanghao Zhang,Lauren J Beesley,Bhramar Mukherjee et al.
Guanghao Zhang et al.
Electronic health records (EHRs) are increasingly recognized as a cost-effective resource for patient recruitment in clinical research. However, how to optimally select a cohort from millions of individuals to answer a scientific question o...