DMwR, reshape2, ggplot2, methods, stats, caret, doParallel,
foreach, e1071
gbm, preprocomb, preproviz, knitr, rmarkdown

Tools for Visualization of Interdependent Data Quality Issues
Data quality issues such as missing values and outliers are often
interdependent, which makes preprocessing both time-consuming and leads to
suboptimal performance in knowledge discovery tasks. This package supports
preprocessing decision making by visualizing interdependent data quality issues
through means of feature construction. The user can define his own application
domain specific constructed features that express the quality of a data point
such as number of missing values in the point or use nine default features.
The outcome can be explored with plot methods and the feature constructed data
acquired with get methods.
caret, DMwR, randomForest, ClustOfVar, reshape2, ggplot2,
ggdendro, gridExtra, methods, utils, stats
'00Utils.R' '01BaseClass.R' '02DefaultFeatures.R'
'03AnalysisClass.R' '04ControlClass.R' '05ReportingClass.R'
'06RunClass.R' 'DefaultControl.R'

Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimensional data and help for preprocessing and preparing analyses.

R Markdown Template to Preregister Scientific Studies
c(person("Frederik", "Aust", email = "frederik.aust@uni-koeln.de", role = c("aut", "cre")))
The R Markdown template in this package is based on the Center
for Open Science Preregistration Challenge and is, thus, particularly suited to
draft preregistration documents for studies that enter the challenge.

R Markdown Templates to Preregister Scientific Studies
The R Markdown templates in this package are based on the Center
for Open Science Preregistration Challenge and the 'AsPredicted.org' questions.
They are, thus, particularly suited to draft preregistration documents for
these programs but can also be used for internally.

Provides a collection of templates to author preregistration documents for scientific studies in PDF format.