Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig - In: AStA Advances in Statistical Analysis 97 (2013) 4, pp. 349-385
Challenging research in various fields has driven a wide range of methodological advances in variable selection for regression models with high-dimensional predictors. In comparison, selection of nonlinear functions in models with additive predictors has been considered only more recently....