Using multilevel regression with poststratification to obtain regional health estimates from a Facebook-recruited sample

Loux Travis; Nelson Erik J.; Arnold Lauren D.; Shacham Enbal; Schootman Mario

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Using multilevel regression with poststratification to obtain regional health estimates from a Facebook-recruited sample

机译：使用与后期的多级回归从Facebook招聘的样本获取区域健康估计

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Purpose: We assess the effectiveness of multilevel regression with poststratification (MRP) as a tool to mitigate selection bias from online surveys of small geographical regions.

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来源
《Annals of epidemiology 》 |2019年第1期| 共6页
作者
Loux Travis; Nelson Erik J.; Arnold Lauren D.; Shacham Enbal; Schootman Mario;
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作者单位

St Louis Univ Coll Publ Hlth &

Social Justice Dept Epidemiol &

Biostat 3545 Lafayette Ave St;

Indiana Univ Sch Publ Hlth Bloomington Dept Epidemiol &

Biostat Bloomington IN USA;

St Louis Univ Coll Publ Hlth &

Social Justice Dept Epidemiol &

Biostat 3545 Lafayette Ave St;

St Louis Univ Coll Publ Hlth &

Social Justice Dept Behav Sci &

Hlth Educ St Louis MO 63103 USA;

St Louis Univ Coll Publ Hlth &

Social Justice Dept Epidemiol &

Biostat 3545 Lafayette Ave St;

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原文格式 PDF
正文语种 eng
中图分类流行病学与防疫 ;
关键词
Prevalence; Public health surveillance; Selection bias; Social media; Statistical models;

机译：普遍存在;公共卫生监测;选择偏见;社交媒体;统计模型;

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2. A LARGE SAMPLE ESTIMATE IN MEDIAN LINEAR REGRESSION MODEL Ⅰ: NONTRUNCATED CASE [J] . 陈希孺数学物理学报：B辑英文版 . 1990 ,第004期
3. Comparison analysis of sampling methods to estimate regional precipitation based on the Kriging interpolation methods： A case of northwestern China [J] . JinKui Wu, ShiWei Liu, LePing Ma, 寒旱区科学：英文版 . 2016 ,第006期
4. Multilevel Regression and Poststratification: A Modeling Approach to Estimating Population Quantities From Highly Selected Survey Samples [J] . Downes Marnie, Gurrin Lyle C., English Dallas R., American Journal of Epidemiology . 2018 ,第8期

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8. On the efficiency of ranked set sampling relative to simple random sampling for estimating the ordinary least squares parameters of the simple linear regression model. [D] . Murff, Elizabeth J Tipton. 2001

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Using multilevel regression with poststratification to obtain regional health estimates from a Facebook-recruited sample

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