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v2.1.7
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Documentation fixes for CRAN checks
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shangzhi-hong committed Oct 19, 2022
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5 changes: 2 additions & 3 deletions DESCRIPTION
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Package: RfEmpImp
Type: Package
Title: Multiple Imputation using Chained Random Forests
Version: 2.1.6
Version: 2.1.7
Authors@R: c(person("Shangzhi", "Hong", role = c("aut", "cre"),
email = "[email protected]"),
person("Henry S.", "Lynn", role = c("ths")))
Expand All @@ -20,8 +20,7 @@ Description: An R package for multiple imputation using chained random forests.
statistical methods can be found in Hong et al. (2020) <arXiv:2004.14823>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
RoxygenNote: 7.2.1
Depends:
R (>= 3.5.0),
mice (>= 3.9.0),
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3 changes: 3 additions & 0 deletions NEWS.md
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## RfEmpImp 2.1.7
* Documentation fixes for CRAN checks

## RfEmpImp 2.1.6
* Update documentations

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2 changes: 1 addition & 1 deletion README.Rmd
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)
```

# RfEmpImp <a href='https://github.com/shangzhi-hong/RfEmpImp'><img src='man/figures/logo.png' align="right" height="160"/></a>
# RfEmpImp <a href='https://github.com/shangzhi-hong/RfEmpImp'><img src='man/figures/logo.png' height="160" style="float:right"/></a>

[![CRAN Status Badge](http://www.r-pkg.org/badges/version/RfEmpImp)](https://CRAN.R-project.org/package=RfEmpImp)
[![GitHub Version Badge](https://img.shields.io/static/v1?label=GitHub&message=2.1.6&color=3399ff)](https://github.com/shangzhi-hong/RfEmpImp)
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8 changes: 4 additions & 4 deletions README.md
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<!-- README.md is generated from README.Rmd. Please edit that file -->

# RfEmpImp <a href='https://github.com/shangzhi-hong/RfEmpImp'><img src='man/figures/logo.png' align="right" height="160"/></a>
# RfEmpImp <a href='https://github.com/shangzhi-hong/RfEmpImp'><img src='man/figures/logo.png' height="160" style="float:right"/></a>

[![CRAN Status
Badge](http://www.r-pkg.org/badges/version/RfEmpImp)](https://CRAN.R-project.org/package=RfEmpImp)
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it.

Also, in `RfPred-Norm` method, normality was assumed for RF prediction
errors, as proposed by Shah *et al.*, and users can set `method =
"rfpred.norm"` in function call to `mice` to use it.
errors, as proposed by Shah *et al.*, and users can set
`method = "rfpred.norm"` in function call to `mice` to use it.

### Prediction-based imputation for categorical variables

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## Imputation functions

| Type | Impute function | Univariate sampler | Variable type |
| --------------------------- | --------------- | ------------------------- | ------------- |
|-----------------------------|-----------------|---------------------------|---------------|
| Prediction-based imputation | imp.emp() | mice.impute.rfemp() | Mixed |
| | / | mice.impute.rfpred.emp() | Continuous |
| | / | mice.impute.rfpred.norm() | Continuous |
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15 changes: 2 additions & 13 deletions man/RfEmpImp-package.Rd

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