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

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

Usage

immer_hrm_simulate(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

Details

See immer_hrm for more details of the hierarchical rater model.

Value

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

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

See Example 1 in immer_hrm for applying the immer_hrm_simulate function.