Related Experiment Video
Updated: Mar 26, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Analyzing The Multitrait-Multimethod Matrix
Abstract:
The heuristic strategy proposed by Campbell and Fiske for investigating convergent and discriminant validity is rephrased within a more precise statistical framework. First of all, several indices are defined that mirror the properties within a multitrait-multimethod matrix that are supposed to reflect the two notions of validity. Then, based on a simple nonparametric model, a general significance testing procedure is developed that may be used to evaluate the size of each index. Although the suggested inference technique does add a formal structure to the intuitive methods advocated by Campbell and Fiske, the intent of the discussion remains close to their original philosophy.
Related Concept Videos
Multiple Comparison Tests
It would be easy to compare two samples using a significance alpha level of 0.05. In other words, there is only one sample pair to be compared. However, it would be difficult to identify a significantly different sample if the number...
Multi-input and Multi-variable systems
In the absence of...
Multiple Allele Traits
Multiple Allele Traits
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Methods of Medium Optimization

