get.Mmatrix

Calculate \(\mathbf{M}\) matrix for stauted CDMs (de la Torre, 2011). The \(\mathbf{M}\) matrix is a matrix used to 
represent the interaction mechanisms between attributes.

Provide a variety of Q-matrix validation methods for the generalized cognitive diagnosis models, including the method based on the generalized deterministic input, noisy, and gate model (G-DINA) by de la Torre (2011) <DOI:10.1007/s11336-011-9207-7> discrimination index (the GDI method) by de la Torre and Chiu (2016) <DOI:10.1007/s11336-015-9467-8>, the step-wise Wald test method (the Wald method) by Ma and de la Torre (2020) <DOI:10.1111/bmsp.12156>, the Hull method by Najera et al. (2021) <DOI:10.1111/bmsp.12228>, the multiple logistic regression‑based Q‑matrix validation method (the MLR-B method) by Tu et al. (2022) <DOI:10.3758/s13428-022-01880-x>, the beta method based on signal detection theory by Li and Chen (2024) <DOI:10.1111/bmsp.12371> and Q-matrix validation based on relative fit index by Chen et la. (2013) <DOI:10.1111/j.1745-3984.2012.00185.x>. Different research methods and iterative procedures during Q-matrix validating are available.

Haijiang Qin

Qval

The Q-Matrix Validation Methods Framework

Lei Guo

get.Mmatrix function

<dl><dt>K</dt>
<dd>The number of attributes. Can be <code>NULL</code> if the argument <code>pattern</code> is not <code>NULL</code>.</dd>
<dt>pattern</dt>
<dd>The attribute mastery pattern matrix containing all possible attribute mastery pattern.
Can be gained from <code>attributepattern</code>. Also can be <code>NULL</code> if <code>K</code>
is not <code>NULL</code>.</dd></dl>

Arguments

Haijiang Qin &lt;Haijiang133@outlook.com&gt;

Author

Calculate \(\mathbf{M}\) matrix — get.Mmatrix

<dl>

<dt>K</dt>
<dd>The number of attributes. Can be <code>NULL</code> if the argument <code>pattern</code> is not <code>NULL</code>.</dd>


<dt>pattern</dt>
<dd>The attribute mastery pattern matrix containing all possible attribute mastery pattern.
Can be gained from <code>attributepattern</code>. Also can be <code>NULL</code> if <code>K</code>
is not <code>NULL</code>.</dd>

</dl>

get.Mmatrix: Calculate \(\mathbf{M}\) matrix

Description

Usage

Value

Arguments

Author

References

Examples