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Updated: Dec 26, 2025

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Mark A Schmuckler1, Dominique T Vuvan2, Olivia Podolak Lewandowska3
1Department of Psychology, University of Toronto Scarborough, 1265 Military Trail, Toronto, ON, M1C 1A4, Canada. mark.schmuckler@utoronto.ca.
Researchers must consider aggregate stimulus properties, not just individual ones, to avoid unintended influences in experimental design. Uncontrolled aggregate properties can emerge, affecting results even when individual stimuli are carefully controlled.
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