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Notes:
The following two Matlab script files are examples used in the
paper "Using connectome-based predictive modeling to predict
individual behavior from brain connectivity" by Xilin Shen, et al.
codeshare_behavioralprediction.m implements the connectome based
model to predict an external measure, e.g. behavioral scores in a
leave-one-subject-out scheme.
permutation_test_example.m estimates the distribution of the test
statistics. 1000 CPM models are built based on randomly shuffled
pairing between the connectome and the dependent variable. The
statistical significance of the true model is calculated as the
percentage of cases that exceeding the performance of the true
model.
Changes:
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