19 citations · 30 across the 3 of their papers we have counts for
3 papers · 1 filter
Principal nested shape space analysis of molecular dynamics data
Ian L. Dryden, Kwang-Rae Kim, Charles A. Laughton +1
Molecular dynamics simulations produce huge datasets of temporal sequences of molecules. It is of interest to summarize the shape evolution of the molecules in a succinct, low-dime…
Smoothing splines on Riemannian manifolds, with applications to 3D shape space
Kwang-Rae Kim, Ian L. Dryden, Huiling Le +1
There has been increasing interest in statistical analysis of data lying in manifolds. This paper generalizes a smoothing spline fitting method to Riemannian manifold data based on…
The circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation
Stephan Huckemann, Kwang-Rae Kim, Axel Munk +4
We generalize the SiZer of Chaudhuri and Marron (J. Amer. Statist. Assoc. 94 (1999) 807-823, Ann. Statist. 28 (2000) 408-428) for the detection of shape parameters of densities on…