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Palabras clave – provistas por la editorial

high-dimensional time series; nonstationarity; network estimation; change points; kernel estimation; high-dimensional regression; loss function; random predictors; misspecification; consistent selection; subgaussianity; generalized information criterion; robustness; statistical learning theory; information theory; entropy; parameter estimation; learning systems; privacy; prediction methods; misclassification risk; model misspecification; penalized estimation; supervised classification; variable selection consistency; archimedean copula; consistency; estimation; extreme-value copula; tail dependency; multivariate analysis; conditional mutual information; CMI; information measures; nonparametric variable selection criteria; gaussian mixture; conditional infomax feature extraction; CIFE; joint mutual information criterion; JMI; generative tree model; Markov blanket; minimum distance estimation; maximum likelihood estimation; influence functions; adaptive splines; B-splines; right-censored data; semiparametric regression; synthetic data transformation; time series; n/a