sim_random_aspre {OptHoldoutSize}

Simulate random dataset similar to ASPRE training data

Description

Generate random population of individuals (e.g., newly pregnant women) with given population parameters

Assumes independence of parameter variation. This is not a realistic assumption, but is satisfactory for our purposes.

Usage

sim_random_aspre(n, params = NULL)

Arguments

n

size of population

params

list of parameters

Value

Matrix of samples

Examples

# Load ASPRE related data
data(params_aspre)

X=sim_random_aspre(1000,params_aspre)

print(c(median(X$age),params_aspre$age$median))

print(rbind(table(X$parity)/1000,params_aspre$parity$freq))