MatWgt_Sim {optimall}

Example Dataset: Maternal Weights

Description

This SIMULATED dataset contains data on demographic characteristics and clinical data related to childhood obesity for 10335 mother-child pairs. It is used to generate the workflow in the main package vignette. It is based on a study that used multi-wave adaptive sampling to validate electronic health records that target factors related to childhood obesity (see https://www.pcori.org/research-results/2017/developin-methods-estimate-and-address-errors-studies-using-electronic-health).

Format

MatWgt_Sim: a data frame with 10335 rows and 6 columns

id

unique ID for each mother-child pair

mat_weight_true

true (but unknown in phase 1) mother weight change during pregnancy

mat_weight_est

estimated mother weight change during pregnancy based on error-prone phase-1 measurement

race

specifies mother's race

diabetes

binary indicator for diabetes in the mother

obesity

binary indicator for childhood obesity in child

Details

See package vignettes for more details.