Package: PSinference 1.0.0

PSinference: Inference for Released Plug-in Sampling Synthetic Dataset

Considering the singly imputed synthetic data generated via plug-in sampling under the multivariate normal model, draws inference procedures including the generalized variance, the sphericity test, the test for independence between two subsets of variables, and the test for the regression of one set of variables on the other. For more details see Klein et al. (2021) <doi:10.1007/s13571-019-00215-9>.

Authors:Vítor Augusto [aut], Mina Norouzirad [aut], Miguel Fonseca [ctb], Ricardo Moura [aut, cre, cph], FCT, I.P. [fnd]

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DESCRIPTION |NEWS
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PSinference/json (API)

# Install 'PSinference' in R:

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

Bug tracker:https://github.com/ricardomourarpm/psinference/issues

Datasets:

brittany_soil_ps - Brittany Loess-Soil Physicochemical Properties

On CRAN:

4.91 score 3 stars 18 scripts 235 downloads 19 exports 1 dependencies

Last updated from:2c4eae70dc. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	177
source / vignettes	OK	184
linux-release-x86_64	OK	182
macos-release-arm64	OK	75
macos-oldrel-arm64	OK	101
windows-devel	OK	89
windows-release	OK	75
windows-oldrel	OK	81
wasm-release	OK	111

Exports:canodist gv_ci gv_test GVdist Inddist independence_test is.ps_test mvn_test original_gv_test original_independence_test original_regression_test original_sphericity_test partition ps_test regression_test simSynthData Sphdist sphericity_test utility_measures

Dependencies:MASS

PSinference: Exact Inference for Multiply Released Plug-in Sampling Synthetic Data

Rendered fromPSinference-introduction.Rmdusingknitr::rmarkdown

Last update: 2026-07-13
Started: 2026-07-13

Help page	Topics
Brittany Loess-Soil Physicochemical Properties	brittany_soil_ps
Simulate the Canonical Regression Null Distribution	canodist
Generalized Variance Confidence Interval	gv_ci
Generalized Variance Test and Confidence Interval	gv_test
Simulate the Generalized Variance Null Distribution	GVdist
Simulate the Independence Null Distribution	Inddist
Independence Test	independence_test
Test Whether an Object Has Class 'ps_test'	is.ps_test
Multivariate Normality Assessment	mvn_test
Classical Generalized Variance Test (Original Data)	original_gv_test
Classical Independence Test (Original Data)	original_independence_test
Classical Regression Test (Original Data)	original_regression_test
Classical Sphericity Test (Original Data)	original_sphericity_test
Partition a Matrix into Four Blocks	partition
Plot Method for 'mvn_test' Objects	plot.mvn_test
Plot a 'ps_test' Object	plot.ps_test
Print Method for 'mvn_test' Objects	print.mvn_test
Print an 'original_test' Object	print.original_test
Print a 'ps_test' Object	print.ps_test
Print Method for 'ps_utility' Objects	print.ps_utility
Unified Wrapper for PS Inference Tests	ps_test
S3 Class for PS Inference Test Results	ps_test-class
Regression Test	regression_test
Generate Plug-in Sampling Synthetic Data Sets	simSynthData
Simulate the Sphericity Null Distribution	Sphdist
Sphericity Test	sphericity_test
Summarize a 'ps_test' Object	summary.ps_test
Utility Measures for Plug-in Sampling Synthetic Data	utility_measures

Package: PSinference 1.0.0

PSinference: Inference for Released Plug-in Sampling Synthetic Dataset

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