While the fragmentation pattern is typically characteristic for each compound, industrial samples are engineered materials, and, thus, may contain a mixture of many compounds, which may result in a variety of overlapping peak patterns in ToF‐SIMS spectra. Consequently, the process of data evaluation...
When exploratory data analysis is informing the product development cycle, it generally takes one of two forms: as an initial interpretation of data generated by a newly launched feature to gauge the feature’s effectiveness, or as the precursor to a larger analysis when considering the development...
Such data and studies are expected to rise in the coming years11 in the continuing quest to improve human health. This expected increase necessitates the effective access and joint interpretation of multiple datasets to unleash the power of meta-analysis at single-cell resolution. Last year, ...
All authors made substantial contributions to the conception and design of the review, analysis, and interpretation of literature, and the drafting of the manuscript. All authors have given final approval of the version of the manuscript to be published. Transparency declaration The Renal Research Ins...
Though the magnitude of the LOD score reflects genotyping confidence, simplifying assumptions prevent direct interpretation of the LOD score as a true likelihood ratio (Methods). Crosscheck is implemented as part of Picard-Tools (https://github.com/broadinstitute/picard), and is routinely used for...
Though Epilogos reduces the dimensionality of datasets, its output can still present challenges with regards to exploration and interpretation. To this end, we recommend using higlass to visualize results. This can be an arduous process and thus we include the plotregion command-line utility. Plot ...
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Two popular MR methods, the summary data-based MR method2 and the two-sample MR Steiger method1, are considered. For the summary data-based MR method, the most significant SNP (instead of several SNPs) from a gene is selected as the instrument from the exposure GWAS. For the two-sample...
Nonetheless, for several samples, the barcodes that are reclassified as empty droplets after purging can make up a substantial fraction of total cells (e.g., samples P7-1 and P7-8). To understand how misclassification of cell barcodes can affect the interpretation of data, we examined the ...
A method of aligning a time record of sample data, such as a mass chromatogram of an unknown substance, with a time record of reference data, such as a mass chromatogram of a known substance. A coarse