Direct-Assisted Bayesian Unit-level Modeling for Small Area Estimation of Rare Event Prevalence [0.03%]
直接辅助贝叶斯单元级建模在罕见事件患病率小区域估计中的应用
Alana McGovern,Katherine Wilson,Jon Wakefield
Alana McGovern
Small area estimation using survey data can be achieved by using either a design-based or a model-based inferential approach. Design-based direct estimators are generally preferable because of their consistency, asymptotic normality, and re...
Toward a Principled Workflow for Prevalence Mapping Using Household Survey Data [0.03%]
基于家庭调查数据制图流行率的原理工作流程之研究
Qianyu Dong,Yunhan Wu,Zehang Richard Li et al.
Qianyu Dong et al.
Understanding the prevalence of key demographic and health indicators in small geographic areas and domains is of global interest, especially in low- and middle-income countries (LMICs), where vital registration data is sparse and household...
MEETING DATA COLLECTION GOALS QUICKER: AN EXPERIMENTAL EVALUATION TO REDUCE FIELDWORK DURATION IN A MIXED-MODE PANEL STUDY [0.03%]
更快实现数据收集目标：一项减少混合模式面板研究实地工作持续时间的实验评估
Katherine A McGonagle,Narayan Sastry
Katherine A McGonagle
An experiment was implemented in the 2023 wave of a US household panel study to assess the effects of a shortened field period on data collection outcomes. Following the recent adoption of sequential mixed-mode designs by panel studies worl...
COMPARATIVE EFFECTIVENESS OF PROPENSITY SCORE ESTIMATION METHODS FOR INVERSE PROBABILITY OF TREATMENT WEIGHTING ANALYSIS WITH COMPLEX SURVEY DATA: A SIMULATION STUDY [0.03%]
复杂调查数据中用于逆概率治疗加权分析的倾向得分估计方法的有效性比较：一项仿真研究
Lihua Li,Chen Yang,Liangyuan Hu et al.
Lihua Li et al.
Propensity score (PS) methods, including inverse probability of treatment weighting (IPTW) analysis, are increasingly applied to complex survey data in geriatric studies to infer causal effects. However, the comparative effectiveness of var...
Synthesizing Surveys with Multiple Units of Observation: An Application to the Longitudinal Aging Study in India [0.03%]
具有多个观测单位的调查综合应用——以印度纵向老龄化研究为例
Joshua Snoke,Erik Meijer,Drystan Phillips et al.
Joshua Snoke et al.
We present methodology for creating synthetic data and an application to create a publicly releasable synthetic version of the Longitudinal Aging Study in India (LASI). The LASI, a health and retirement survey, is used for research and educ...
Analyzing Potential Non-Ignorable Selection Bias in an Off-Wave Mail Survey Implemented in a Long-Standing Panel Study [0.03%]
潜在的选择性偏见分析：在一项长期追踪调查中实施的断档期间邮寄调查案例研究
Heather M Schroeder,Brady T West
Heather M Schroeder
Typical design-based methods for weighting probability samples rely on several assumptions, including the random selection of sampled units according to known probabilities of selection and ignorable unit nonresponse. If any of these assump...
Real World Data Versus Probability Surveys for Estimating Health Conditions at the State Level [0.03%]
利用真实世界数据与概率抽样调查估计各州健康状况的比较研究
David A Marker,Charity Hilton,Jacob Zelko et al.
David A Marker et al.
Government statistical offices worldwide are under pressure to produce statistics rapidly and for more detailed geographies, to compete with unofficial estimates available from web-based big data sources or from private companies. Commonly ...
Using Auxiliary Information in Probability Survey Data to Improve Pseudo-Weighting in Nonprobability Samples: A Copula Model Approach [0.03%]
利用概率抽样中的辅助信息来改进非概率样本的伪加权：一种乘积Copula模型方法
Tingyu Zhu,Laura J Gamble,Matthew Klapman et al.
Tingyu Zhu et al.
While probability sampling has been considered the gold standard of survey methods, nonprobability sampling is increasingly popular due to its convenience and low cost. However, nonprobability samples can lead to biased estimates due to the...
Many classes, restricted measurement (MACREM) models for improved measurement of activities of daily living [0.03%]
多类限制测量(MACREM)模型可改善对日常生活活动的测量
Brian P Flaherty,Yusuke Shono
Brian P Flaherty
Scientists use latent class (LC) models to identify subgroups in heterogeneous data. LC models reduce an item set to a latent variable and estimate measurement error. Researchers typically use unrestricted LC models, which have many measure...
Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey [0.03%]
访谈者对跨国生物社会调查中体力测量的影响
Sophia Waldmann,Joseph W Sakshaug,Alexandru Cernat
Sophia Waldmann
Biosocial surveys increasingly use interviewers to collect objective physical health measures (or "biomeasures") in respondents' homes. While interviewers play an important role, their high involvement can lead to unintended interviewer eff...