Allows estimating the best cutoff. For a sequence of cutoff, the p value corresponding to each cutoff value of the sequence. Mainly recommended for single time cascade networks. To achieve more sparsity in other settings, please use a fiiting function based on the stability selection or selectboost algorithms.
cutoff(Omega,...)
a network object
Optional arguments:
a vector corresponding to the sequence of cutoffs that will be tested.
an integer ; only values over x_min are further retained for performing the test.
A list containing two objects :
the p values corresponding to the sequence of cutoff
the smoothed p value vector, using the loess function
# NOT RUN {
data(network)
cutoff(network)
#See vignette for more details
# }
Run the code above in your browser using DataLab