data_filtering: Filters the data above the thresholds (set to zero)....
In ntwk: Statistical Inference for Network Time Series

Description Usage Arguments Value Examples

Filters the data above the thresholds (set to zero). Thresholds can be a single value, or equal to the number of rows. If thresholds is set to NA, no thresholding happens.

1	data_filtering(data, thresholds = NA)

`data`	Data to filter. Can be vector or matrix.
`thresholds`	Filtering thresholds. Defaults to `NA` but can be a mixture of `NA`s and numerical values (with length equal to `nrow(data)`).

List of filtered data vector or matrix ($data) and binary matrix of filtered times (filter) (TRUE means filtered).

n <- 10000
d <- 5
data <- matrix(rnorm(n * d), ncol = d)

# No filtering
data_filtering(data)

# Filtering everything
data_filtering(data, 0.0)
data_filtering(data, rep(0.0, d))

# Filtering only the first col
data_filtering(data, c(0.0, rep(NA, d - 1)))