Package: MRG 0.3.10

MRG: Create Non-Confidential Multi-Resolution Grids

The need for anonymization of individual survey responses often leads to many suppressed grid cells in a regular grid. Here we provide functionality for creating multi-resolution gridded data, respecting the confidentiality rules, such as a minimum number of units and dominance by one or more units for each grid cell. The functions also include the possibility for contextual suppression of data. For more details see Skoien et al. (2025) <doi:10.48550/arXiv.2410.17601>.

Authors:Jon Olav Skoien [aut, cre], Nicolas Lampach [aut]

MRG_0.3.10.tar.gz
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MRG_0.3.10.tgz(r-4.6-any)MRG_0.3.10.tgz(r-4.5-any)
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MRG_0.3.10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MRG/json (API)

# Install 'MRG' in R:

install.packages('MRG', repos = c('https://jskoien.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jskoien/mrg/issues

Datasets:

ifs_dk - Test data sets for the MRG package

On CRAN:

3.41 score 13 scripts 134 downloads 12 exports 59 dependencies

Last updated from:3267752ba9. Checks:7 ERROR, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	ERROR	279
source / vignettes	OK	235
linux-release-x86_64	ERROR	231
macos-release-arm64	ERROR	211
macos-oldrel-arm64	ERROR	277
windows-devel	ERROR	205
windows-release	ERROR	191
windows-oldrel	ERROR	180
wasm-release	OK	147

Exports:createMRGobject fssgeo gridData locAdjFun MRGcluster MRGfromDF MRGmerge MRGoverlap MRGplot MRGpostProcess multiResGrid remSmall

Dependencies:abind boot class classInt cli codetools cpp11 data.table datawizard DBI dplyr e1071 farver foreach generics ggplot2 glue gridExtra gtable insight isoband iterators KernSmooth labeling laeken lifecycle magrittr MASS pillar pkgconfig plyr proxy purrr R6 RColorBrewer Rcpp rlang s2 S7 scales sf sjlabelled sjmisc stars stringi stringr surveyplanning terra tibble tidyr tidyselect units utf8 vardpoor vctrs viridis viridisLite withr wk

MRG example

Rendered fromMRG.rmdusingknitr::rmarkdown

Last update: 2024-09-16
Started: 2024-09-16

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Create a single object containing all necessary objects for multiResGrid functions	createMRGobject print.MRG
Function that creates an sf-object from IFS data	fssgeo
Function that converts point data to gridded data (polygon values) or a list of gridded data	gridData
Test data sets for the MRG package	ifs_dk
Function that modifies the observation locations, to reduce the risk that they are on grid cell boundaries	locAdjFun
Function that allows to apply parallel processing	MRGcluster
Function to create a gridded (usually multi-resolution grid) from a data.frame or csv file with information about the corners and resolution, as typically can be downloaded from Eurostat. The function can also save the grid as a geo-object.	MRGfromDF
Merge two or more multi-resolution grids to a common resolution	MRGmerge
Function that finds and merges overlapping grid cells in a multi-resolution grid The need for this function comes from an error in the gridding process, and it can be seen as symptom solving rather than solving the issue. This function will either just show the problematic grid cells or remove the overlaps.	MRGoverlap
Convenience function based on ggplot2 to plot multi-resolution grids with some default suggestions For full flexibility it is better to use ggplot2 directly.The function can also be used for ordinary grids	MRGplot
Make some final adjustments to the multiresolution grids	MRGpostProcess
Create multi-resolution grids based on confidentiality or reliability restrictions	multiResGrid multiResGrid.list multiResGrid.MRG multiResGrid.sf
Function that will move values from grid cells with small values to the ones with larger values for disclosure control reasons	remSmall