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The PLSR model partially eliminated co-dependency between variables and facilitated a more unbiased view of the relationships between socio-economic factors and changes in cropland.
The application of whole-genome tiling microarrays for studies of global gene expression is providing a more unbiased view of the transcriptional activity within genomes.
The PLSR methodology presented in this paper is beneficial and novel, as it partially eliminates the co-dependency of the variables and facilitates a more unbiased view of the contribution of the changes in individual land use types to changes in streamflow and sediment yield.
A NeighborNet analysis (Fig. 5) indeed confirms this complex ancestral history and provides a more unbiased view of phylogenetic clusters.
Using stable liver transplant recipients for this analysis however results in a more unbiased view on the specific genotype contribution on ODTac pharmacokinetics.
By not including literature, canonical pathways and other such relationships among genes, the coexpression networks represent a more unbiased view of the biological processes (reflected in the modules) at play.
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While a multi-method approach, such as one that combines direct observation, medical record review, patient survey, and/or billing data would likely provide a more comprehensive, unbiased view of primary care clinical encounters, our results are consistent with other U.S studies which have used direct observation [ 6, 7].
To gain a more complete and unbiased view of the small RNA transcriptome and further understand the role of miRNAs relevant to ALL, we employed a sequencing-by-synthesis (SBS) strategy to globally study small RNAs, especially miRNAs that have thus far been proven difficult to find using traditional cloning and in silico predictions.
For a more integrated and unbiased view of climate impacts, we need to bring together long-term primary observations on multiple taxa across the globe.
Gene Expression Microarray Analysis and more recently high-throughput RNA sequencing (RNA-seq) are commonly used techniques when trying to acquire an unbiased view of the expression levels of large numbers of genes.
He realized that they hardly represented an unbiased view.
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