Statistical Approach to Outlier Detection in RNA-Seq and Related Data
Calculate p-values
Calculate residuals
Detect outliers
Identify optimal distribution of data
Identify optimal distribution of residuals
k-means fraction
Cosine similarity
Compute quantities for outlier detection
Simulate from a null distribution
Trim a vector of numbers
Range of z-scores
An approach to outlier detection in RNA-seq and related data based on five statistics. 'OutSeekR' implements an outlier test by comparing the distributions of these statistics in observed data with those of simulated null data.