138 citations · 532 across the 35 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
stat.ME2014★ 2 cited
Markov-switching generalized additive models
Roland Langrock, Thomas Kneib, Richard Glennie +1
We consider Markov-switching regression models, i.e. models for time series regression analyses where the functional relationship between covariates and response is subject to regi…
stat.ME2014★ 49 cited
A Unified Framework of Constrained Regression
Benjamin Hofner, Thomas Kneib, Torsten Hothorn
Generalized additive models (GAMs) play an important role in modeling and understanding complex relationships in modern applied statistics. They allow for flexible, data-driven est…