High-Dimensional Longitudinal Classification with the Multinomial Fused Lasso

Samrachana Adhikari, Fabrizio Lecci, James T. Becker +4

We study regularized estimation in high-dimensional longitudinal classification problems, using the lasso and fused lasso regularizers. The constructed coefficient estimates are pi…