Examples Gallery¶

This section of the documentation is learning-oriented and shows off some of the basic functionality of MNE-LIMO.

Single subject analysis¶

This section covers useful analysis techniques that can be used to estimate linear regression effects on a single subject level.

Plot bootstrapped confidence interval for linear model fit

Plot beta coefficients from linear model estimation with sklearn

Plot p-values for single subject beta coefficients

Plot R-squared for a linear model

Group-level analysis¶

This section extends the analysis techniques presented in the single subject analysis section, covering useful tools to estimate linear regression effects on a group level (i.e., including data from multiple subjects).

Plot group-level effect of continuous covariate

Plot group-level ERPs across percentiles of continuous variable

Plot group-level effect of continuous variable

Plot spatiotemporal clustering results for effect of continuous variable

Plot significance t-map for effect of continuous variable

Gallery generated by Sphinx-Gallery