A comparison of risk prediction methods using repeated observations: an application to electronic health records for hemodialysis

Controlling for Informed Presence Bias Due to the Number of Health Encounters in an Electronic Health Record

(2016) Benjamin A. Goldstein et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Interaction models for functional regression

(2016) Joseph Usset et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Predicting mortality over different time horizons: which data elements are needed?

(2016) Benjamin A Goldstein et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review

(2016) Benjamin A Goldstein et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The use of repeated blood pressure measures for cardiovascular risk prediction: a comparison of statistical models in the ARIC study

(2016) Michael J. Sweeting et al.   STATISTICS IN MEDICINE

Regularized brain reading with shrinkage and smoothing

(2015) Leila Wehbe et al.   Annals of Applied Statistics

Cox regression models with functional covariates for survival data

(2015) Jonathan E. Gellar et al.   STATISTICAL MODELLING

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Random survival forests for competing risks

(2014) H. Ishwaran et al.   BIOSTATISTICS

Estimator selection and combination in scalar-on-function regression

(2013) Jeff Goldsmith et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Using methods from the data-mining and machine-learning literature for disease classification and prediction: a case study examining classification of heart failure subtypes

(2013) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Functional Generalized Additive Models

(2012) Mathew W. McLean et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Discrimination measures for survival outcomes: Connection between the AUC and the predictiveness curve

(2011) Vivian Viallon et al.   BIOMETRICAL JOURNAL

Dynamic Predictions and Prospective Accuracy in Joint Models for Longitudinal and Time-to-Event Data

(2011) Dimitris Rizopoulos   BIOMETRICS

Penalized Functional Regression

(2011) Jeff Goldsmith et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS