4.6 Article

Censoring Unbiased Regression Trees and Ensembles

Related references

Note: Only part of the references are listed.
Article Mathematical & Computational Biology

Doubly robust survival trees

Jon Arni Steingrimsson et al.

STATISTICS IN MEDICINE (2016)

Article Statistics & Probability

CONSISTENCY OF RANDOM FORESTS

Erwan Scornet et al.

ANNALS OF STATISTICS (2015)

Article Statistics & Probability

Evaluating Random Forests for Survival Analysis Using Prediction Error Curves

Ulla B. Mogensen et al.

Journal of Statistical Software (2015)

Article Computer Science, Artificial Intelligence

The effect of splitting on random forests

Hemant Ishwaran

MACHINE LEARNING (2015)

Article Statistics & Probability

High-Dimensional Variable Selection for Survival Data

Hemant Ishwaran et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2010)

Article Statistics & Probability

RANDOM SURVIVAL FORESTS

Hemant Ishwaran et al.

ANNALS OF APPLIED STATISTICS (2008)

Article Statistics & Probability

Unbiased recursive partitioning: A conditional inference framework

Torsten Hothorn et al.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2006)

Article Mathematical & Computational Biology

Survival ensembles

Torsten Hothorn et al.

BIOSTATISTICS (2006)

Article Statistics & Probability

Tree-based multivariate regression and density estimation with right-censored data

AM Molinaro et al.

JOURNAL OF MULTIVARIATE ANALYSIS (2004)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)