Imputates Missing Time-Points in Data

Source: R/imputeMissingData.R

Imputes numeric values for time-points with an NA by computing the linear path between missing points

imputeMissingData(data)

Arguments

data

a data.frame of numeric gene expression over time (row = genes x col = ZT times) with missing values.

Value

a imputed data.frame of numeric gene expression over time (row = genes x col = ZT times).

See also

na_interpolation for imputation procedure.

Examples

a <- c(10, 12, 14, NA, 18)
b <- c(1, 2, NA, NA, 5)
data <- t(data.frame(a, b))
imputeMissingData(data)

#> Registered S3 method overwritten by 'quantmod':
#>   method            from
#>   as.zoo.data.frame zoo 
#>   [,1] [,2] [,3] [,4] [,5]
#> a   10   12   14   16   18
#> b    1    2    3    4    5