MatWgt_Sim: Example Dataset: Maternal Weights

In optimall: Allocate Samples Among Strata

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.

optimall documentation built on Sept. 9, 2025, 5:45 p.m.