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Furthermore, publishing full linkage methodology in supplemental material can allow other researchers to replicate methods and develop comparable estimates.
Moreover, the implementation of such practices will increase the ability to replicate methods and analyses, increasing the value and utility of the research, and enabling cross-study comparisons to be made.
However, because the stratification of the sample's design affects the variance estimates calculated using the sampling weights alone, replicate methods were used to calculate variance estimates.
In the application of the empirical algorithm to miRNA lists from these studies, we do not attempt to directly replicate methods used and instead show a pattern in results that strongly suggests that most reported enrichments would not be found with correction for bias.
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The 'best-scoring replicate' method was used in ErmineJ to handle repeated measurements of the same gene.
Next, an unsupervised hierarchical clustering as well as unsupervised principal component analyses demonstrated that samples are grouped first by each patient's replicate method conditions, then by leukemia type, and finally by leukemia lineage.
These additional funds could be invested in supporting our existing services and in replicating methods proven to help survivors recover.
To ensure this assessment of surveillance data was comparable to the study that validated Google Flu Trends [2], we performed a secondary analysis replicating methods from that study with our dataset.
Distinguish between technical and independent replicates Methods used to identify/speciate isolates.
These were calculated using the corresponding evolutionary model chosen by Modeltest by ML (100 replicates), distance NJ (1000 replicates), and MP (1000 replicates) methods using the accordant settings/evolutionary model for each dataset.
Initially, variation for each trait was mapped using the "em", "haley-knott", and "multiple imputation" (256 replicates) methods in a 1D scan (scanone) and followed by a 2D scan (scantwo) for interacting QTLs using the same methods.
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