setDefaultModelingWeights: Assign default modeling weights

In saharaja/imputeORS: Impute Missing Values in the BLS Occupational Requirements Survey

Description

In the modeling stage, data points can be weighted differently. This function assigns default weights to records based on the presence/absence of a mean estimate. Records with known estimates are assigned a weight of 1. Unknown estimates are assigned a variable weight (see below).

Usage

setDefaultModelingWeights(ors.data, unknown.weight = 0.5)

Arguments

ors.data	Data augmented with relevant predictors (output of getPredictors())
unknown.weight	Modeling weight to assign to unknown estimates; default is 0.5

Value

Data augmented with relevant predictors and default modeling weights

See Also

getPredictors()

xgboost::xgboost()

xgboost::setinfo()

saharaja/imputeORS documentation built on Feb. 4, 2022, 12:27 a.m.