Packaged: 2018-04-11 08:42:28 UTC; jegalimard

Title: Multiple Imputation by Chained Equations with Random Forests
Description: Multiple Imputation has been shown to
be a flexible method to impute missing values by
Expanding on this, random forests have been shown
to be an accurate model by Stekhoven and Buhlmann
<arXiv:1105.0828> to impute missing values in datasets.
They have the added benefits of returning out of bag
error and variable importance estimates, as well as
Imports: ranger, data.table, stats, FNN, ggplot2, gridExtra, crayon,
Packaged: 2020-01-14 14:43:41 UTC; SamWilson

Imports: ranger, data.table, stats, FNN, ggplot2, crayon, corrplot,
Suggests: knitr, rmarkdown, doParallel, testthat (>= 2.1.0)
Packaged: 2020-01-20 21:09:45 UTC; SamWilson

Packaged: 2020-01-29 14:25:20 UTC; SamWilson

Packaged: 2020-02-12 20:45:25 UTC; SamWilson

Packaged: 2020-02-22 01:46:57 UTC; SamWilson

Packaged: 2020-04-03 15:43:05 UTC; SamWilson

Packaged: 2021-05-13 15:40:14 UTC; SamWilson

Title: Some additional multiple imputation functions, especially for
Authors@R: c(person("Alexander", "Robitzsch", role =
Description: The package miceadds contains some auxiliary functions for
multiple imputation which complements existing functionality in R.
In addition to some utility functions, main features include
plausible value imputation, multilevel imputation functions,
imputation using partial least squares (PLS) for high dimensional
Imports: sirt (>= 0.42), lme4, MBESS, pls, mitools, bayesm, Rcpp (>=
Suggests: Amelia, Zelig, rbenchmark, reshape
Packaged: 2014-02-19 15:19:08 UTC; robitzsch

Packaged: 2014-06-27 15:42:49 UTC; robitzsch

Packaged: 2014-07-30 14:39:43 UTC; robitzsch

Packaged: 2014-11-07 17:29:38 UTC; robitzsch

Title: Some Additional Multiple Imputation Functions, Especially for
Contains some auxiliary functions for multiple imputation which
complements existing functionality in R.
Depends: R (>= 2.15.0), MASS, mice, mvtnorm, pan
Imports: Rcpp, sirt, TAM, lme4, MBESS, pls, mitools, bayesm, inline,
Packaged: 2015-02-23 18:05:30 UTC; robitzsch