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The adequacy of the respective p thresholds is further supported by the t-maps in Fig. 1b.
Therefore, the Mehlich-3 test, considered the most universal P test, is recommended instead of all three procedures presently employed by the WRB, with P thresholds as follows: 62, 76, 120, and 430 mg PM3 kg−1 for pretic, plaggic, and hortic horizons, and anthric properties, respectively.
In this study, we found the most common defects in presentation of results were using arbitrary p thresholds instead of reporting the precise p values and reporting a p value without showing the test statistics.
For all traits and under all selection p thresholds, TAGGING substantially reduced prediction variance in both JF and SF models.
Prediction abilities from EJF increased with decreasing p thresholds and decreasing map densities until the map density reduced down to 15−20 cM intermarker distances.
We then restricted our modeling to using those P thresholds for the most thinned 20-cM maps in further ensemble learning.
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Cross-validation was used to tune the parameter p threshold (see Model construction and testing section).
(c) The T c thresholding yields 8 top classifications; followed by the T p thresholding which yields 5 top classifications.
Using Eq. 5 with p threshold being set to zero, MMM computes |Z t | class posterior probability estimates.
The standard p threshold of 0.05 was used.
For this between-group comparison, Z statistic images were thresholded at p = 0.01 (uncorrected voxel p threshold).
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