Methods for Inference from Respondent-Driven Sampling Data

KristaJ. Gile; Isabelle S. Beaudry; Mark S. Handcock; Miles Q. Ott

首页> 外文期刊>Annual Review of Statistics and Its Application >Methods for Inference from Respondent-Driven Sampling Data

【24h】

Methods for Inference from Respondent-Driven Sampling Data

机译：来自受访者驱动的采样数据的推断方法

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Respondent-driven sampling is a commonly used method for sampling from hard-to-reach human populations connected by an underlying social network of relations. Beginning with a convenience sample, participants pass coupons to invite their contacts to join the sample. Although the method is often effective at attaining large and varied samples, its reliance on convenience samples, social network contacts, and participant decisions makes it subject to a large number of statistical concerns. This article reviews inferential methods available for data collected by respondent-driven sampling.

机译：受访者驱动的抽样是一种常用的方法，用于从由潜在的关系相关的难以到达人口群体采样方法。从方便样品开始，参与者通过优惠券邀请他们的联系人加入样本。虽然该方法往往有效地实现大而不同的样本，但其对方便样本，社交网络联系和参与者决策的依赖性使其成为大量统计问题。本文介绍了受访者驱动采样收集的数据的推理方法。

著录项

来源
《Annual Review of Statistics and Its Application》 |2018年第2018期|共29页
作者
KristaJ. Gile; Isabelle S. Beaudry; Mark S. Handcock; Miles Q. Ott;
展开▼
作者单位

Department of Mathematics and Statistics University of Massachusetts Amherst Massachusetts 01003 USA;

Department of Statistics Pontificia Universidad Catolica de Chile 7820436 Santiago Chile;

Department of Statistics University of California Los Angeles California 90095 USA;

Statistical and Data Science Program Smith College Northampton Massachusetts 10163 USA;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类统计学;
关键词
respondent-driven sampling; link-tracing; not missing at random; network sampling; social network; hard-to-reach population; snowball sampling;

机译：受访者驱动的抽样;链接跟踪;无随机缺失;网络抽样;社交网络;难以达到的人口;雪球抽样;

相似文献

外文文献
中文文献
专利

1. Methods for Inference from Respondent-Driven Sampling Data [J] . KristaJ. Gile, Isabelle S. Beaudry, Mark S. Handcock, Annual Review of Statistics and Its Application . 2018,第期

机译：来自受访者驱动的采样数据的推断方法
2. Improved Inference for Respondent-Driven Sampling Data With Application to HIV Prevalence Estimation [J] . Krista J. Gile Journal of the American statistical association . 2011,第493期

机译：响应者驱动的采样数据的改进推理及其在HIV流行率估计中的应用
3. Improved Small Sample Inference Methods for a Mixed-Effects Model for Repeated Measures Approach in Incomplete Longitudinal Data Analysis [J] . Yoshifumi Ukyo, Hisashi Noma, Kazushi Maruo, Stats . 2019,第2期

机译：在不完全纵向数据分析中改进了用于反复测量方法的混合效应模型的小样本推理方法
4. Stopping Power of Different Ions in Si Measured with aBulk Sample Method and Bayesian Inference Data Analysis [C] . N.P. Barradas, E. Alves, Z. Siketio, International Conference on the Application of Accelerators in Research and Industry . 2009

机译：用Abulk样品方法和贝叶斯推理数据分析测量Si中不同离子的速度
5. Two Applications of Quantitative Methods in Education: Sampling Design Effects in Large-Scale Data and Causal Inference of Class-Size Effects [D] . Shen, Ting. 2018

机译：定量方法在教育中的两个应用：大规模数据中的抽样设计效果和班级规模效应的因果推断
6. Network Model-Assisted Inference from Respondent-Driven Sampling Data [O] . Krista J. Gile, Mark S. Handcock -1

机译：基于响应者驱动的采样数据的网络模型辅助推断
7. Network Model-Assisted Inference from Respondent-Driven Sampling Data [O] . 2013

机译：响应者驱动的采样数据的网络模型辅助推理

Methods for Inference from Respondent-Driven Sampling Data

摘要

著录项

相似文献

相关主题

期刊订阅