Software
Software
- R package: VDA
Lange, K. and Wu, T.T.$ (2008) An MM Algorithm for Multicategory Vertex Discriminant Analysis. Journal of Computational and Graphical Statistics, Volume 17, No 3, 527-544.
Fortran 90 program and example
Wu, T.T.$ and Lange, K. (2010) Multicategory Vertex Discriminant Analysis for High-Dimensional Data. Annals of Applied Statistics, Volume 4, No 4, 1698-1721.
Supplementary File: Proof of Proposition 1 - R package: CDLasso
Wu, T.T.$ and Lange, K. (2008) Coordinate Descent Algorithms for Lasso Penalized Regression. Annals of Applied Statistics, Volume 2, No 1, 224-244.
Supplementary Appendix: Weak Consistency of Lasso Penalized l1 Regression
Wu, T.T.$, Chen, Y.F., Hastie, T., Sobel, E., and Lange, K. (2009) Genomewide Association Analysis by Lasso Penalized Logistic Regression. Bioinformatics, Volume 25, No 6, 714-721.
Supplementary Data - R package: splmm (Simultaneously Penalized Linear Mixed Effects Models)
Yang, L.** and Wu, T.T.$ SPLMM: Linear Mixed-effects Models with Simultaneous Variable Selection. Under review. - R package: cluster-splmm
Yang, L.** and Wu, T.T.$ (2022) Model-Based Clustering of High-Dimensional Longitudinal Data via Regularization. Biometrics, accepted.