f-silva-archaeo / clustErrors

R package implementing the hError and kError algorithms for error-based clustering developed by Kumar and Patel (2007) <doi:10.1016/j.csda.2006.12.012>.

clustErrors

This package is an R implementation of the the hError and kError algorithms for error-based clustering developed by Kumar and Patel (2007) doi:10.1016/j.csda.2006.12.012. At the moment this is only a one-dimensional implementation.

References

• Kumar, M. and Patel, N.R. (2007), Clustering data with measurement errors, Computational Statistics & Data Analysis 51: 6084-6101 doi:10.1016/j.csda.2006.12.012.
• Kumar, M., Patel, N.R. and Orlin, J.B. (2002), Clustering data with measurement errors. Working draft paper, http://oz.stern.nyu.edu/seminar/fa03/1009.pdf