Targeted minimum loss estimation (TMLE) of a non-parametric variable importance measure of a continuous exposure 'X' on an outcome 'Y', taking baseline covariates 'W' into account.
Version: |
0.10.0 |
Depends: |
R (≥ 2.10), R.utils (≥ 1.4.1) |
Imports: |
R.methodsS3, R.oo, MASS, Matrix, geometry |
Suggests: |
SuperLearner (≥ 2.0), e1071 (≥ 1.5.24), randomForest (≥
4.5-35), polspline (≥ 1.1.4), gam (≥ 1.03), knitr |
Published: |
2015-05-22 |
Author: |
Antoine Chambaz, Pierre Neuvial |
Maintainer: |
Pierre Neuvial <pierre.neuvial at genopole.cnrs.fr> |
License: |
GPL-2 | GPL-3 [expanded from: GPL] |
NeedsCompilation: |
no |
Citation: |
tmle.npvi citation info |
Materials: |
NEWS |
CRAN checks: |
tmle.npvi results |