as.data.frame: Convert an 'Item-class' object into a 'data.frame'.

In irt: Item Response Theory and Computerized Adaptive Testing Functions

Convert an Item-class object into a data.frame.

Description

This function converts Item-class objects to a data.frame object.

This function converts Itempool-class objects to a data.frame object.

This function converts Testlet-class objects to a data.frame object. If testlet has an ID, an additional column will be created for the testlet ID.

Usage

## S3 method for class 'Item'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'GRM'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'PCM'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'GPCM'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'GPCM2'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'M2PL'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'M3PL'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'Itempool'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

## S3 method for class 'Testlet'
as.data.frame(x, row.names = NULL, optional = FALSE, ..., include_se = TRUE)

Arguments

x	An Testlet-class object
row.names	NULL or a character vector giving the row name for the data frame. Missing values are not allowed.
optional	logical. If TRUE, setting row names and converting column names
...	additional arguments
include_se	If TRUE, and items have se_parameters, those will be included in the data frame.

Value

A data frame representation of the item.

A data frame representation of the GRM item.

A data frame representation of the PCM item.

A data frame representation of the GPCM item.

A data frame representation of the GPCM2 item.

A data frame representation of the M2PL item.

A data frame representation of the M3PL item.

A data frame of items within each row. If all items cannot be coerced to a data.frame, an list of items will be returned and a warning will be raised.

A data frame representation of the item.

Author(s)

Emre Gonulates

Examples

item1 <- generate_item()
as.data.frame(item1)

item2 <- generate_item(model = "Rasch", item_id = "i1",
                       misc = list(type = "MC", op = TRUE, c("i1", "i2")))
as.data.frame(item2)

item3 <- generate_item(model = "GRM")
as.data.frame(item3)

item1 <- generate_item(model = "GRM", item_id = "i1")
as.data.frame(item1)
item1 <- generate_item(model = "PCM", item_id = "i1")
as.data.frame(item1)
item1 <- generate_item(model = "GPCM", item_id = "i1")
as.data.frame(item1)
item1 <- generate_item(model = "GPCM2", item_id = "i1")
as.data.frame(item1)
item1 <- generate_item(model = "M2PL", item_id = "i1")
as.data.frame(item1)
item1 <- generate_item(model = "M3PL", item_id = "i1")
as.data.frame(item1)
ip1 <- generate_ip()
as.data.frame(ip1)

ip2 <- generate_ip(n = 10, model = "GRM",
                   content = sample(c("G", "A"), 10, TRUE),
                   item_id = paste0("grm-i-", 1:10))
as.data.frame(ip2)

t1 <- generate_testlet(n = 3, item_id_preamble = "t1")
t2 <- generate_testlet(n = 2, item_id_preamble = "t2")
ip3 <- c(ip1, t1, t2)
as.data.frame(ip3)

ip4 <- c(ip2, ip3)
as.data.frame(ip4)


item1 <- item(a = 1.12, b = -2.1, c = 0.28)
item2 <- item(a = 2, b = 3.2, c = 0.21)

ip1 <- c(item1, item2)
as.data.frame(ip1)
testlet1 <- generate_testlet()
as.data.frame(testlet1)
testlet2 <- generate_testlet(testlet_id = "T1")
as.data.frame(testlet2)

irt documentation built on Nov. 10, 2022, 5:50 p.m.