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Unweighted regression models perform better than weighted regression techniques for respondent-driven sampling data: results from a simulation study.非加权回归模型比加权回归技术更适合应答驱动抽样数据：一项模拟研究的结果。
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本文引用的文献

1
Estimating uncertainty in respondent-driven sampling using a tree bootstrap method.使用树状自举法估计应答者驱动抽样中的不确定性。
Proc Natl Acad Sci U S A. 2016 Dec 20;113(51):14668-14673. doi: 10.1073/pnas.1617258113. Epub 2016 Dec 7.
2
Network Structure and Biased Variance Estimation in Respondent Driven Sampling.应答驱动抽样中的网络结构与偏差方差估计
PLoS One. 2015 Dec 17;10(12):e0145296. doi: 10.1371/journal.pone.0145296. eCollection 2015.
3
Network Model-Assisted Inference from Respondent-Driven Sampling Data.基于应答者驱动抽样数据的网络模型辅助推断
J R Stat Soc Ser A Stat Soc. 2015 Jun;178(3):619-639. doi: 10.1111/rssa.12091. Epub 2015 Jan 27.
4
HIV infection and HIV-associated behaviors among persons who inject drugs--20 cities, United States, 2012.2012年美国20个城市注射吸毒者中的艾滋病毒感染情况及与艾滋病毒相关的行为
MMWR Morb Mortal Wkly Rep. 2015 Mar 20;64(10):270-5.
5
Challenges to recruiting population representative samples of female sex workers in China using Respondent Driven Sampling.在中国使用应答驱动抽样招募具有人口代表性的女性性工作者样本所面临的挑战。
Soc Sci Med. 2015 Jan;125:79-93. doi: 10.1016/j.socscimed.2014.04.022. Epub 2014 Apr 30.
6
Changing the landscape of the HIV epidemic among MSM in China: results from three consecutive respondent-driven sampling surveys from 2009 to 2011.改变中国男男性行为人群中 HIV 流行状况：2009 年至 2011 年连续三次 respondent-driven sampling 调查结果。
Biomed Res Int. 2014;2014:563517. doi: 10.1155/2014/563517. Epub 2014 Jan 20.
7
An Empirical Analysis of the Impact of Recruitment Patterns on RDS Estimates among a Socially Ordered Population of Female Sex Workers in China.中国女性性工作者社会有序群体中招募模式对RDS估计影响的实证分析
Sociol Methods Res. 2013 Aug;42(3). doi: 10.1177/0049124113494576.
8
Respondent-Driven Sampling: An Assessment of Current Methodology.应答者驱动抽样：当前方法评估
Sociol Methodol. 2010 Aug;40(1):285-327. doi: 10.1111/j.1467-9531.2010.01223.x.
9
HIV infection among men who have sex with men in Kampala, Uganda--a respondent driven sampling survey.乌干达坎帕拉地区男男性行为人群中的 HIV 感染情况——一项基于应答驱动的抽样调查。
PLoS One. 2012;7(5):e38143. doi: 10.1371/journal.pone.0038143. Epub 2012 May 31.
10
HIV infection and HIV-associated behaviors among injecting drug users - 20 cities, United States, 2009.注射吸毒者中的 HIV 感染和与 HIV 相关的行为 - 2009 年，美国 20 个城市。
MMWR Morb Mortal Wkly Rep. 2012 Mar 2;61(8):133-8.

Evaluating Variance Estimators for Respondent-Driven Sampling.

作者信息

Spiller Michael W, Gile Krista J, Handcock Mark S, Mar Corinne M, Wejnert Cyprian

机构信息

Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, CDC. Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop E-46, Atlanta, GA.

Department of Mathematics and Statistics, University of Massachusetts, Amherst. Lederle Graduate Research Tower, Box 34515, University of Massachusetts, Amherst, Amherst, MA 01003.

出版信息

J Surv Stat Methodol. 2017;2017. doi: 10.1093/jssam/smx018. Epub 2017 Aug 17.

DOI:10.1093/jssam/smx018
PMID:29376083
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5784213/
Abstract
摘要