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Inverse-probability weighting and multiple imputation for evaluating selection bias in the estimation of childhood obesity prevalence using data from electronic health records

机译：利用电子健康记录中的数据估算儿童肥胖患病率中的选择偏倚采用逆概率加权和多重插补

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期刊名称 BMC Medical Informatics and Decision Making
作者
Carmen Sayon-Orea; Conchi Moreno-Iribas; Josu Delfrade; Manuela Sanchez-Echenique; Pilar Amiano; Eva Ardanaz; Javier Gorricho; Garbiñe Basterra; Marian Nuin; Marcela Guevara;
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年(卷),期 2020(20),-1
年度 2020
页码 -1
总页数 10
原文格式 PDF
正文语种
中图分类情报学;
关键词
Inverse-probability weighting; Multiple imputation; Childhood obesity; Weight status; Prevalence; Electronic health records;

机译：逆概率加权;多次归因;儿童肥胖;体重状态;患病率;电子健康记录;

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专利

1. Inverse-probability weighting and multiple imputation for evaluating selection bias in the estimation of childhood obesity prevalence using data from electronic health records [J] . Carmen Sayon-Orea, Conchi Moreno-Iribas, Josu Delfrade, BMC Medical Informatics and Decision Making . 2020,第1期

机译：使用来自电子健康记录的数据估计儿童肥胖普遍性的选择偏差的反概率加权和多重归属
2. Evaluation of two-fold fully conditional specification multiple imputation for longitudinal electronic health record data [J] . WelchC.A., PetersenI., BartlettJ.W., Statistics in medicine . 2014,第21期

机译：纵向电子健康记录数据的两倍全条件规范多重插补评估
3. Combining Multiple Imputation and Inverse-Probability Weighting [J] . SeamanS.R., WhiteI.R., CopasA.J., Biometrics: Journal of the Biometric Society : An International Society Devoted to the Mathematical and Statistical Aspects of Biology . 2012,第1期

机译：多重归因和反概率加权相结合
4. Using Prevalence Patterns to Discover Un-mapped Flowsheet Data in an Electronic Health Record Data Warehouse [C] . Alex F. Bokov, Angela B. Bos, Laura S. Manuel, IEEE International Symposium on Computer-Based Medical Systems . 2017

机译：使用患病模式在电子病历数据仓库中发现未映射的流程图数据
5. Evaluating Multiple Imputation Methods for Longitudinal Healthy Aging Index—A Score Variable with Data Missing Due to Death, Dropout and Several Missing Data Mechanisms [D] . Kane, Elizabeth L. 2017

机译：纵向健康老龄化指数的多种估算方法的评估-一个因死亡，辍学和几种缺失数据机制导致数据缺失的得分变量
6. Evaluation of two-fold fully conditional specification multiple imputation for longitudinal electronic health record data [O] . Catherine A Welch, Irene Petersen, Jonathan W Bartlett, -1

机译：纵向电子健康记录数据的两倍全条件规范多重插补评估
7. Evaluation of two-fold fully conditional specification multiple imputation for longitudinal electronic health record data [O] . Catherine A. Welch, Irene Petersen, Jonathan W. Bartlett, 2014

机译：评估纵向电子健康记录数据的两倍完全条件规范多重估算
8. Vital and Health Statistics, Series 2, Number 142. National Survey of Family Growth, Cycle 6: Sample Design, Weighting, Imputation, and Variance Estimation. Data Evaluation and Methods Research [R] . 2006

机译：数据和卫生统计，系列2，编号142.全国家庭增长调查，第6周期：样本设计，加权，估算和方差估计。数据评估和方法研究

Inverse-probability weighting and multiple imputation for evaluating selection bias in the estimation of childhood obesity prevalence using data from electronic health records

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