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Update gene data based on the suggested ranking
This also exports the ranking function itself for external use.
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6 changed files with 91 additions and 25 deletions
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\alias{genes}
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\title{A \code{data.table} containig data on genes and their expression behavior.}
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\format{
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An object of class \code{data.table} (inherits from \code{data.frame}) with 56156 rows and 13 columns.
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An object of class \code{data.table} (inherits from \code{data.frame}) with 56156 rows and 14 columns.
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}
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\usage{
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genes
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35
man/rank_genes.Rd
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35
man/rank_genes.Rd
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% Generated by roxygen2: do not edit by hand
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% Please edit documentation in R/ranking.R
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\name{rank_genes}
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\alias{rank_genes}
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\title{Rank genes based on how ubiquitous they are.}
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\usage{
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rank_genes(
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cross_sample_metric = "above_95",
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cross_sample_weight = 0.5,
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mean_expression_weight = 0.25,
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sd_expression_weight = -0.25
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)
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}
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\arguments{
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\item{cross_sample_metric}{Metric to use for calculating the number of
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samples a gene is expressed in. One of \code{above_95}, \code{above_median} or
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\code{above_zero}.}
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\item{cross_sample_weight}{Weighting of the cross sample metric within the
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final score.}
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\item{mean_expression_weight}{Weighting of the gene's mean expression within
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the final score.}
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\item{sd_expression_weight}{Weighting of the standard deviation of the
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gene's expression within the final score.}
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}
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\value{
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A \code{data.table} with gene data as well as the scores, ranks and
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percentiles for each gene.
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}
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\description{
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This function will compute a weighted average across multiple metrics that
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define how ubiquitous a gene is based on its expression across samples.
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}
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