plot.validation: Hull Plot

In Qval: The Q-Matrix Validation Methods Framework

Hull Plot

Description

This function can provide the Hull plot. The point suggested by the Hull method is marked in red.

Usage

## S3 method for class 'validation'
plot(x, i, ...)

Arguments

x	A validation in which method = "Hull".
i	A numeric, which represents the item you want to plot Hull curve.
...	Additional arguments.

Value

None. This function is used for side effects (plotting).

Examples

set.seed(123)
library(Qval)

## generate Q-matrix and data
K <- 4
I <- 20
IQ <- list(
  P0 = runif(I, 0.2, 0.4),
  P1 = runif(I, 0.6, 0.8)
)


Q <- sim.Q(K, I)
data <- sim.data(Q = Q, N = 500, IQ = IQ, model = "GDINA", distribute = "horder")
MQ <- sim.MQ(Q, 0.1)

CDM.obj <- CDM(data$dat, MQ)

############### ESA ###############
Hull.obj <- validation(data$dat, MQ, CDM.obj, method = "Hull", search.method = "ESA") 

## plot Hull curve for item 20
plot(Hull.obj, 20)

############### PAA ###############
Hull.obj <- validation(data$dat, MQ, CDM.obj, method = "Hull", search.method = "PAA") 

## plot Hull curve for item 20
plot(Hull.obj, 20)

 

Qval documentation built on April 3, 2025, 6:20 p.m.