Description: An R package for methods of multiple imputation using chained
random forests. Implemented methods can handle missing data in mixed types
of by using prediction-based or node-based conditional distributions
constructed using random forests. For prediction-based imputation,
the method based on the empirical distribution of out-of-bag prediction
errors of random forests, and the method based on normality assumption are
provided for continuous variables. And the method based on predicted
probabilities is provided for categorical variables. For node-based
imputation, the method based on the conditional distribution formed by
the predicting nodes of random forests, and the method based on proximity
measures of random forests are provided. More details of the statistical
methods can be found in Hong et al. (2020) <arXiv:2004.14823>.

Description: An R package for multiple imputation using chained random forests.
Implemented methods can handle missing data in mixed types of variables by
using prediction-based or node-based conditional distributions constructed
using random forests. For prediction-based imputation, the method based on
the empirical distribution of out-of-bag prediction errors of random forests
and the method based on normality assumption for prediction errors of random
forests are provided for imputing continuous variables. And the method based
on predicted probabilities is provided for imputing categorical variables.
For node-based imputation, the method based on the conditional distribution
formed by the predicting nodes of random forests, and the method based on
proximity measures of random forests are provided. More details of the
statistical methods can be found in Hong et al. (2020) <arXiv:2004.14823>.

Description: Provides an interface to the Facebook API
Collate: 'fbOAuth.R' 'getUsers.R' 'searchFacebook.R' 'updateStatus.R'
Packaged: 2013-11-16 01:16:41 UTC; pablobarbera

Packaged: 2014-01-05 16:37:54 UTC; pablobarbera

Packaged: 2014-04-02 19:03:45 UTC; pablobarbera

Author: Pablo Barbera <pablo.barbera@nyu.edu>, Michael Piccirilli
Depends: R (>= 2.12.0), httr, rjson, httpuv
Packaged: 2015-01-09 14:52:47 UTC; pablobarbera