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In this regression, R 2 = 17.25 % ( r = 0.4154, with p -value < 0.01 ), meaning that we can explain 17.25% of the variance in the distance travelled using the price.
Such inconsistencies can be caused by the variance in the distance estimator, especially when using mate-pair libraries with high insert length variance.
In such cases, one must conclude that the NJ tree is possibly incorrect due to the variance in the distance estimates.
Not surprisingly, total length of IBD sharing also explained more of the variance in the distance to nearest LCAs than of the variance in mean distance to LCA as the most recent ancestors have a higher impact on IBD sharing.
Total length of IBD sharing explained 26% of the variance in the mean distance to LCAs, 39% of the variance in the distance to the nearest LCA and 31% of the variance in the sum of LCAs' inbreeding coefficients.
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This R 2 is more than twice higher than the R 2 obtained with the purchase frequency, explaining much better the variance in the distances travelled by customer.
(1) An improved initial segmentation: we include motion and color variances in the distance function of the KMCC algorithm and add histogram distance-based merging.
An improved initial segmentation: we include motion and color variances in the distance function of the KMCC algorithm and add histogram distance-based merging.
Thus, the first two principal coordinates combined explained 51.5% of the total variance observed in the distance matrix.
We measure the variance in the connectivity-distance plot for randomly selected regions of each dataset, ranging from single cells to the entire volume.
The minimal number of PCs explaining 99% of the variance are included in the distance calculations in our fitting pipeline.
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