sim_DINA_N1000: Simulated observed response data, Q-matrix and model...

In dcminfo: Information Matrix for Diagnostic Classification Models

Description

Artificial Q-matrix for 14 items with 3 attributes. A list of observed response data for 14 items, that was generated using the the deterministic inputs, noisy "and" gate model (DINA; Haertel, 1989; Junker & Sijtsma, 2001) .

Usage

sim_DINA_N1000

Format

A list of observed response data Q-matrix, model parameters for 14 items with components:

simresp

simulated responses data matrix of 1000 examinees response to 14 items.

simdelta

A list of simulated item parameters for 14 items.

simqmatrix

Artificial Q-matrix specifies the relationship between 14 items and 3 attributes.

simAj

A list of the possible combinations of the required attributes for 14 items (see de la Torre, 2011).

simMj

A list of the design matrices and labels for 14 items (see de la Torre, 2011).

simAttrProbs

A Simulated vector of the probabilities of attribute mastery profile of 2^3.

References

de la Torre, J. (2011). The generalized DINA model framework. Psychometrika, 76, 179-199.

Haertel, E. H. (1989). Using restricted latent class models to map the skill structure of achievement items. Journal of Educational Measurement, 26, 301-321.

Junker, B. W., & Sijtsma, K. (2001). Cognitive assessment models with few assumptions, and connections with nonparametric item response theory. Applied Psychological Measurement, 25, 258-272.

dcminfo documentation built on May 1, 2019, 6:33 p.m.