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Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey*

CITE Title : Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey* Personal Author(s) : Pan, Qiyuan;Wei, Rong;Shimizu, Iris;Jamoom, Eric; Published Date : Dec 2014 Source : Appl Math (Irvine). 5:3421-3430. URL : https://stacks.cdc.gov/view/cdc/40341 Pan, Qiyuan et al. (2014). Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey*. 5 Pan, Qiyuan et al. "Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey*" 5 (2014) Pan, Qiyuan et al. "Determining Sufficient Number of Imputations Using Variance of Imputation Variances: Data from 2012 NAMCS Physician Workflow Mail Survey*" vol. 5, 2014 Export RIS Citation Information.

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Pan, Qiyuan ;

Wei, Rong

Dec 2014 | Appl Math (Irvine). 5:3421-3430.

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How many imputations are sufficient in multiple imputations? The answer given by different researchers varies from as few as 2 - 3 to as many as hundr...
Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey*

CITE Title : Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey* Personal Author(s) : Pan, Qiyuan;Wei, Rong; Published Date : Jun 15 2016 Source : Appl Math (Irvine). 7(10):1057-1067 URL : https://stacks.cdc.gov/view/cdc/40334 Pan, Qiyuan and Wei, Rong (2016). Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey*. 7(10). Pan, Qiyuan and Wei, Rong "Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey*" 7, no. 10 (2016) Pan, Qiyuan and Wei, Rong "Fraction of Missing Information (γ) at Different Missing Data Fractions in the 2012 NAMCS Physician Workflow Mail Survey*" vol. 7, no. 10, 2016 Export RIS Citation Information.

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Pan, Qiyuan ;

Wei, Rong

Jun 15 2016 | Appl Math (Irvine). 7(10):1057-1067

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In his 1987 classic book on multiple imputation (MI), Rubin used the fraction of missing information, |, to define the relative efficiency (RE) of MI ...