Overview | sdc_descriptives() | Data | Simple cases | Grouped descriptive statistics using by | Handling zeros using zero_as_NA | sdc_min_max() | Limiting the number of observations included in minimum and maximum using max_obs | Minimum and maximum values by groups | sdc_model() | Data & models | Problematic cases | sdc_log()
Package: sdcLog 0.5.1
sdcLog: Tools for Statistical Disclosure Control in Research Data Centers
Tools for researchers to explicitly show that their results comply to rules for statistical disclosure control imposed by research data centers. These tools help in checking descriptive statistics and models and in calculating extreme values that are not individual data. Also included is a simple function to create log files. The methods used here are described in the "Guidelines for the checking of output based on microdata research" by Bond, Brandt, and de Wolf (2015) <https://cros.ec.europa.eu/system/files/2024-02/Output-checking-guidelines.pdf>.
Authors:
sdcLog_0.5.1.tar.gz
sdcLog_0.5.1.zip(r-4.7-any)sdcLog_0.5.1.zip(r-4.6-any)sdcLog_0.5.1.zip(r-4.5-any)
sdcLog_0.5.1.tgz(r-4.6-any)sdcLog_0.5.1.tgz(r-4.5-any)
sdcLog_0.5.1.tar.gz(r-4.7-any)sdcLog_0.5.1.tar.gz(r-4.6-any)
sdcLog_0.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
sdcLog/json (API)
| # Install 'sdcLog' in R: |
| install.packages('sdcLog', repos = c('https://matthiasgomolka.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/matthiasgomolka/sdclog/issues
Datasets:
- sdc_descriptives_DT - Example data for 'sdc_descriptives()'
- sdc_min_max_DT - Example data for 'sdc_min_max()'
- sdc_model_DT - Example data for 'sdc_model()'
statistical-disclosure-control
Last updated from:27e31b800e. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 155 | ||
| source / vignettes | OK | 245 | ||
| linux-release | OK | 138 | ||
| macos-release | OK | 165 | ||
| macos-oldrel | OK | 171 | ||
| windows-devel | OK | 85 | ||
| windows-release | OK | 94 | ||
| windows-oldrel | OK | 86 | ||
| wasm-release | OK | 144 |
Exports:sdc_descriptivessdc_logsdc_min_maxsdc_model
Dependencies:backportsbroomcheckmateclicpp11data.tabledplyrgenericsgluelifecyclemagrittrmathjaxrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Introduction to sdcLog
Last update: 2022-03-19
Started: 2021-02-16
Frequently Asked Questions
Last update: 2021-02-15
Started: 2020-11-10
sdcLog options
Options to adapt sdcLog to the policies at your research data center | sdc.n_ids | sdc.n_ids_dominance | sdc.share_dominance | sdc.info_level | Option to make sdcLog more convenient | General remarks
Last update: 2021-02-15
Started: 2020-03-27
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| arguments | common_arguments |
| Print methods for SDC objects | print.sdc_descriptives print.sdc_distinct_ids print.sdc_dominance print.sdc_min_max print.sdc_model print.sdc_options print.sdc_settings |
| Disclosure control for descriptive statistics | sdc_descriptives |
| Example data for 'sdc_descriptives()' | sdc_descriptives_DT |
| Create Stata-like log files from R Scripts | sdc_log |
| Calculate RDC rule-compliant extreme values | sdc_min_max |
| Example data for 'sdc_min_max()' | sdc_min_max_DT |
| Disclosure control for models | sdc_model |
| Example data for 'sdc_model()' | sdc_model_DT |