R package cosso: Fit Regularized Nonparametric Regression Models Using COSSO Penalty. COSSO is a new regularization method that automatically estimates and selects important function components by a soft-thresholding penalty in the context of smoothing spline ANOVA models. Implemented models include mean regression, quantile regression, logistic regression and the Cox regression models.