Survey-Weighted Analysis of Self-Reported Health Indicators


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Documentation for package ‘SurveyNCD’ version 0.2.0

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autoplot.surveyncd Plot SurveyNCD results with ggplot2
autoplot.surveyncd_ci Plot SurveyNCD results with ggplot2
autoplot.surveyncd_curve Plot SurveyNCD results with ggplot2
autoplot.surveyncd_mm_prevalence Plot SurveyNCD results with ggplot2
autoplot.surveyncd_patterns Plot SurveyNCD results with ggplot2
autoplot.surveyncd_prevalence Plot SurveyNCD results with ggplot2
child_anthro Simulated child anthropometry (DHS-style)
design_helpers Build a survey design from DHS, MICS or STEPS microdata
dhs_design Build a survey design from DHS, MICS or STEPS microdata
fci_items The 18 conditions of the Functional Comorbidity Index
mics_design Build a survey design from DHS, MICS or STEPS microdata
mm_bounds Sensitivity of multimorbidity prevalence to "don't know" answers
mm_patterns Most common combinations of conditions (multimorbidity patterns)
mm_prevalence Population-level multimorbidity estimates from complex survey data
mm_standardize Age-standardised prevalence from a survey design
multimorbidity_index Calculate a self-reported multimorbidity index
ncd_survey Simulated adult NCD survey (STEPS-style)
ncd_table Publication-ready prevalence table
plot_shap_summary Plot SHapley Additive exPlanations (SHAP) Summary
recode_binary Recode a messy survey column into clean 0/1
steps_design Build a survey design from DHS, MICS or STEPS microdata
survey_concentration_curve Concentration curve from a survey design
survey_concentration_index Survey-weighted concentration index
survey_map_indicator Map Survey Indicators Universally
survey_prevalence Design-based prevalence of one or more binary indicators
survey_shap Extract SHAP Values from a Survey-Weighted XGBoost Model
survey_slope_index Slope and relative index of inequality from a survey design
survey_xgboost Train an XGBoost Model with Complex Survey Weights
who_anthro_score Calculate WHO Anthropometric Categories from DHS/MICS Data
who_standard_population WHO World Standard Population