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 [2015-05-22] o Added CITATION file. o Added reference to Bioinformatics Application Note. o Enhanced the parsimonious simulation of 'X' given 'W' thanks to a discussion with Emily Chang (UCSF). Side effect: package does not need to import 'sgeostat::in.chull' and 'sgeostat::in.polygon' anymore. o Passes R CMD check. o The function 'tmle.npvi' now also handles data frames.
Version: 0.9.3 [2015-02-05] o Shortened package title as per the CRAN policies.
Version: 0.9.2 [2015-02-05] o Updated NAMESPACE to make use of S3 method registration. o Dropped support of 'DSA' SuperLearning libraries, as DSA is not a 'mainstream package'.
Version: 0.9.1 [2014-12-12]
o Added 'getPValue' for testing
Version: 0.9.0 [2014-11-14] o Faster version, which handles much larger data sets:
Version: 0.8.1 [2014-02-08] o Now using lazy-loading of learning libraries instead of assigning objects to the global environment.
Version: 0.8.0 [2014-02-07] o Passes R CMD check --as-cran
Version: 0.1.0 [2010-07-13] o Passes R CMD check. o Created.