immer (version 0.8-5)

simulate_HRM: Simulating the Hierarchical Rater Model (Patz et al., 2002)

Description

Simulates the hierarchical rater model (Patz et al., 2002).

Usage

simulate_HRM(theta, a, b, phi, psi)

Arguments

theta

Vector of \(\theta\) parameters

a

Vector of \(a\) parameters

b

Matrix of \(b\) parameters

phi

Matrix of \(\phi\) parameters

psi

Matrix of \(\psi\) parameters

Value

Dataset with simulated item responses as well as vectors of person and rater identifiers

Details

See immer_HRM for more details of the hierarchical rater model.

References

Patz, R. J., Junker, B. W., Johnson, M. S., & Mariano, L. T. (2002). The hierarchical rater model for rated test items and its application to large-scale educational assessment data. Journal of Educational and Behavioral Statistics, 27(4), 341-384.

See Also

For examples see Example 1 in immer_HRM.