pyls.structures.PLSSplitHalfResults

class pyls.structures.PLSSplitHalfResults(**kwargs)

Dictionary-like object containing results of PLS split-half resampling

ucorr, vcorr

Average correlations between split-half resamples in original (non- permuted) data for left/right singular vectors. Can be interpreted as reliability of L latent variables

Type

(L,) numpy.ndarray

ucorr_pvals, vcorr_pvals

Number of permutations where correlation between split-half resamples exceeded original correlations, normalized by the total number of permutations. Can be interpreted as the statistical significance of the reliability of L latent variables

Type

(L,) numpy.ndarray

ucorr_uplim, vcorr_uplim

Upper bound of confidence interval for correlations between split halves for left/right singular vectors

Type

(L,) numpy.ndarray

ucorr_lolim, vcorr_lolim

Lower bound of confidence interval for correlations between split halves for left/right singular vectors

Type

(L,) numpy.ndarray