Calculate \(\mathbf{M}\) matrix for stauted CDMs (de la Torre, 2011).

get.Mmatrix(K = NULL, pattern = NULL)

Arguments

K

The number of attributes. Can be NULL if pattern is passed to the function and is not NULL.

pattern

The knowledge state matrix containing all possible attribute mastery pattern. Can be gained from @seealso attributepattern. Also can be NULL if K is passed to the function and is not NULL.

Value

An object of class matrix.

References

de la Torre, J. (2011). The Generalized DINA Model Framework. Psychometrika, 76(2), 179-199. DOI: 10.1007/s11336-011-9207-7.

Author

Haijiang Qin <Haijiang133@outlook.com>

Examples


library(Qval)

example.Mmatrix <-  get.Mmatrix(K = 5)