Description Usage Arguments Value Examples
This function performs the iteration step. Detailed description can be found in Chazin et al. 2019, Supplemental Materials 1.
1 | iteration(paths, U, bandwidth)
|
paths |
A list of data frames, where each frame contains the data for one individual. Every data frame should have two columns with names 'distance' and 'oxygen'. |
U |
A list of vectors. Each element in the list is a vector of integers, corresponding to individuals considered in one group. |
bandwidth |
Denotes the order of the bandwidth that should be used in the estimation process. bandwidth = k will mean that the bandwidth is n^k. |
A list containing the following components:
S1 |
A set of individuals who are in the cluster |
U |
A set of individuals to be used in the next iteration. |
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