An Extension of Kish's Formula for Design Effects to Two- and Three-Stage Designs with Stratification [0.03%]
stratification存在的两阶段和三阶段设计的Kish公式的设计效应的扩展
Sixia Chen,Keith Rust
Sixia Chen
We extend the model-based justification of Kish's 1987 formula for design effects proposed by Gabler, Haeder and Lahiri (1999) to two -stage designs with stratification at the first stage, and unstratified three-stage designs. In each case ...
INTERVIEWER EFFECTS IN LIVE VIDEO AND PRERECORDED VIDEO INTERVIEWING [0.03%]
现场视频采访与预先录制的视频采访中的访谈者效应
Brady T West,Ai Rene Ong,Frederick G Conrad et al.
Brady T West et al.
Live video (LV) communication tools (e.g., Zoom) have the potential to provide survey researchers with many of the benefits of in-person interviewing, while also greatly reducing data collection costs, given that interviewers do not need to...
Effects of Address Coverage Enhancement on Estimates from Address-Based Sampling Studies [0.03%]
地址覆盖率提升对地址基于抽样调查估计量的影响研究
Michael Jones,J Michael Brick,Wendy Van De Kerckhove
Michael Jones
For over a decade, address-based sampling (ABS) frames have often been used to draw samples for multistage area sample surveys in lieu of traditionally listed (or enumerated) address frames. However, it is well known that the use of ABS fra...
Yutao Liu,Andrew Gelman,Qixuan Chen
Yutao Liu
We consider inference from nonrandom samples in data-rich settings where high-dimensional auxiliary information is available both in the sample and the target population, with survey inference being a special case. We propose a regularized ...
Deriving Priors for Bayesian Prediction of Daily Response Propensity in Responsive Survey Design: Historical Data Analysis Versus Literature Review [0.03%]
基于历史数据而非文献回顾的贝叶斯响应倾向预测的先验分布的确定：以适应性设计为例
Brady T West,James Wagner,Stephanie Coffey et al.
Brady T West et al.
Responsive survey design (RSD) aims to increase the efficiency of survey data collection via live monitoring of paradata and the introduction of protocol changes when survey errors and increased costs seem imminent. Daily predictions of res...
Tools for Selecting Working Correlation Structures When Using Weighted GEE to Model Longitudinal Survey Data [0.03%]
加权广义估计方程建模纵向调查数据时选择工作相合结构的工具
Philip M Westgate,Brady T West
Philip M Westgate
Weighted generalized estimating equations (GEE) are popular for the marginal analysis of longitudinal survey data. This popularity is due to the ability of these estimating equations to provide consistent regression parameter estimates and ...
An Experimental Evaluation of Two Approaches for Improving Response to Household Screening Efforts in National Mail/Web Surveys [0.03%]
全国邮件/网络调查中提高家庭筛查效果的两种方法的实验评估
James Wagner,Brady T West,Mick P Couper et al.
James Wagner et al.
Survey researchers have carefully modified their data collection operations for various reasons, including the rising costs of data collection and the ongoing Coronavirus disease (COVID-19) pandemic, both of which have made in-person interv...
Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics [0.03%]
大数据环境下的多重插补及其在收入动态调查数据中的应用
Yajuan Si,Steve Heeringa,David Johnson et al.
Yajuan Si et al.
Multiple imputation (MI) is a popular and well-established method for handling missing data in multivariate data sets, but its practicality for use in massive and complex data sets has been questioned. One such data set is the Panel Study o...
Using Capture-Recapture Methodology to Enhance Precision of Representative Sampling-Based Case Count Estimates [0.03%]
使用捕获-再捕获方法提高基于代表性采样的病例数估计的精确度
Robert H Lyles,Yuzi Zhang,Lin Ge et al.
Robert H Lyles et al.
The application of serial principled sampling designs for diagnostic testing is often viewed as an ideal approach to monitoring prevalence and case counts of infectious or chronic diseases. Considering logistics and the need for timeliness ...
A Simple Question Goes a Long Way: A Wording Experiment on Bank Account Ownership [0.03%]
一个简单的问题效果显著：关于银行账户所有权措辞的实验
Marco Angrisani,Mick P Couper
Marco Angrisani
Ownership of a bank account is an objective measure and should be relatively easy to elicit via survey questions. Yet, depending on the interview mode, the wording of the question and its placement within the survey may influence respondent...