dot-imputeData: Imputing missing samples

Description Usage Arguments Details Value

Description

Estimates assay values for missing timepoints

Usage

1
.imputeData(raw.data, sample.data)

Arguments

raw.data

Raw input data with columns corresponding to samples (observations) and rows to features

sample.data

Optional. A data.frame object were rows are samples (observations) and columns are sample attributes (e.g. group/condition, replicate, timepoint)

Details

Sometimes datasets include a missing sample. Here we impute the expression values by taking the mean expression of two samples from the same group and replicate (same individual) at two times surrounding the time of the missing sample

Value

list of modified raw.data and sample.data


nlhuong/TimeSeriesExperiment documentation built on Sept. 8, 2021, 12:30 a.m.