Simulates the hierarchical rater model (Patz et al., 2002).
immer_hrm_simulate(theta, a, b, phi, psi)
Dataset with simulated item responses as well as vectors of person and rater identifiers
Vector of \(\theta\) parameters
Vector of \(a\) parameters
Matrix of \(b\) parameters
Matrix of \(\phi\) parameters
Matrix of \(\psi\) parameters
See immer_hrm
for more details of the hierarchical rater model.
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 Example 1 in immer_hrm
for applying the
immer_hrm_simulate
function.