Research Topics

Nonlinear Latent Structure Analysis

Application of local linear embedding to nonlinear exploratory latent structure analysis. Psychometrika, 72, 199-225. (with Hari Iyer)

Here are some movies and graphs for this paper:

3D view of the individual fitted values versus LLE scores in Example 2:

3D view of the individual fitted values versus normalized scores in Example 2: