Please provide your email address to receive an email when new articles are posted on . A gradient boosting machine model performed best among five machine learning models tested for predicting ...
We analyze boosting algorithms [Ann. Statist. 29 (2001) 1189–1232; Ann. Statist. 28 (2000) 337–407; Ann. Statist. 32 (2004) 407–499] in linear regression from a new perspective: that of modern ...
The Annals of Statistics, Vol. 49, No. 4, Memorial issue for Charles Stein (August 2021), pp. 2101-2128 (28 pages) Given functional data from a survival process with time-dependent covariates, we ...
This course covers nonparametric modeling of complex, nonlinear predictive relationships in data with categorical (classification) and numerical (regression) response variables. Supervised learning ...
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