Class probability estimation for medical studies

Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory

(2014) Jochen Kruppa et al.   BIOMETRICAL JOURNAL

Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications

(2014) Jochen Kruppa et al.   BIOMETRICAL JOURNAL

Overfitting, generalization, and MSE in class probability estimation with high-dimensional data

(2013) Kyung In Kim et al.   BIOMETRICAL JOURNAL

Consumer credit risk: Individual probability estimates using machine learning

(2013) Jochen Kruppa et al.   EXPERT SYSTEMS WITH APPLICATIONS

Risk estimation and risk prediction using machine-learning methods

(2012) Jochen Kruppa et al.   HUMAN GENETICS

Identifying representative trees from ensembles

(2012) Mousumi Banerjee et al.   STATISTICS IN MEDICINE

Probabilistic classifiers with high-dimensional data

(2010) Kyung In Kim et al.   BIOSTATISTICS

The group lasso for logistic regression

(2010) Lukas Meier et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Gauging the Performance of SNPs, Biomarkers, and Clinical Factors for Predicting Risk of Breast Cancer

(2008) M. S. Pepe et al.   JNCI-Journal of the National Cancer Institute