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Brier Skill Score ( BSS ) a comparison for evaluating imputation performance on simulation data b by using the different models (JM and <t>FCS).</t> a BSS indicates the degree of skill improvement. A BSS range from 0 to 1: 0 means no improvement in accuracy and 1 means a perfect accuracy of prediction. b Simulation data was developed by imposing the missing data patterns on the subset of fully observed data in National Electronic Injury Surveillance System-All Injury Program <t>(NEISS-AIP)</t> <t>2018.</t> JM: joint modelling. FCS: fully conditional specification. LOC: location where the injury occurred. RACE: race and ethnicity of patient. CAUSE: external cause of injury. BDYPT: primary body part affected. TYPE: work-relatedness. AGE: patient age in year. DISP: disposition at emergency department discharge. SEX: gender of patient
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Brier Skill Score ( BSS ) a comparison for evaluating imputation performance on simulation data b by using the different models (JM and <t>FCS).</t> a BSS indicates the degree of skill improvement. A BSS range from 0 to 1: 0 means no improvement in accuracy and 1 means a perfect accuracy of prediction. b Simulation data was developed by imposing the missing data patterns on the subset of fully observed data in National Electronic Injury Surveillance System-All Injury Program <t>(NEISS-AIP)</t> <t>2018.</t> JM: joint modelling. FCS: fully conditional specification. LOC: location where the injury occurred. RACE: race and ethnicity of patient. CAUSE: external cause of injury. BDYPT: primary body part affected. TYPE: work-relatedness. AGE: patient age in year. DISP: disposition at emergency department discharge. SEX: gender of patient
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Brier Skill Score ( BSS ) a comparison for evaluating imputation performance on simulation data b by using the different models (JM and <t>FCS).</t> a BSS indicates the degree of skill improvement. A BSS range from 0 to 1: 0 means no improvement in accuracy and 1 means a perfect accuracy of prediction. b Simulation data was developed by imposing the missing data patterns on the subset of fully observed data in National Electronic Injury Surveillance System-All Injury Program <t>(NEISS-AIP)</t> <t>2018.</t> JM: joint modelling. FCS: fully conditional specification. LOC: location where the injury occurred. RACE: race and ethnicity of patient. CAUSE: external cause of injury. BDYPT: primary body part affected. TYPE: work-relatedness. AGE: patient age in year. DISP: disposition at emergency department discharge. SEX: gender of patient
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Brier Skill Score ( BSS ) a comparison for evaluating imputation performance on simulation data b by using the different models (JM and FCS). a BSS indicates the degree of skill improvement. A BSS range from 0 to 1: 0 means no improvement in accuracy and 1 means a perfect accuracy of prediction. b Simulation data was developed by imposing the missing data patterns on the subset of fully observed data in National Electronic Injury Surveillance System-All Injury Program (NEISS-AIP) 2018. JM: joint modelling. FCS: fully conditional specification. LOC: location where the injury occurred. RACE: race and ethnicity of patient. CAUSE: external cause of injury. BDYPT: primary body part affected. TYPE: work-relatedness. AGE: patient age in year. DISP: disposition at emergency department discharge. SEX: gender of patient

Journal: International Journal for Equity in Health

Article Title: Addressing health disparities using multiply imputed injury surveillance data

doi: 10.1186/s12939-023-01940-4

Figure Lengend Snippet: Brier Skill Score ( BSS ) a comparison for evaluating imputation performance on simulation data b by using the different models (JM and FCS). a BSS indicates the degree of skill improvement. A BSS range from 0 to 1: 0 means no improvement in accuracy and 1 means a perfect accuracy of prediction. b Simulation data was developed by imposing the missing data patterns on the subset of fully observed data in National Electronic Injury Surveillance System-All Injury Program (NEISS-AIP) 2018. JM: joint modelling. FCS: fully conditional specification. LOC: location where the injury occurred. RACE: race and ethnicity of patient. CAUSE: external cause of injury. BDYPT: primary body part affected. TYPE: work-relatedness. AGE: patient age in year. DISP: disposition at emergency department discharge. SEX: gender of patient

Article Snippet: We then implemented this approach on the NEISS-AIP data to impute the missing data in each year from 2014 to 2018 (The general SAS coding procedure for PROC MI using FCS statement was included in ).

Techniques: Comparison