Package: rblimp 1.2.0

Brian T. Keller

rblimp: Integration of 'Blimp' Software into R

Provides an interface to 'Blimp' software for Bayesian latent variable modeling, missing data analysis, and multiple imputation. The package generates 'Blimp' syntax, executes 'Blimp' models, and imports results back into 'R' as structured objects with methods for visualization and analysis. Requires 'Blimp' software (freely available at <https://www.appliedmissingdata.com/blimp>) to be installed separately.

Authors:Brian T. Keller [aut, cre, cph]

rblimp_1.2.0.tar.gz
rblimp_1.2.0.zip(r-4.7)rblimp_1.2.0.zip(r-4.6)rblimp_1.2.0.zip(r-4.5)
rblimp_1.2.0.tgz(r-4.6-any)rblimp_1.2.0.tgz(r-4.5-any)
rblimp_1.2.0.tar.gz(r-4.7-any)rblimp_1.2.0.tar.gz(r-4.6-any)
rblimp_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rblimp/json (API)
NEWS

# Install 'rblimp' in R:
install.packages('rblimp', repos = c('https://blimp-stats.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/blimp-stats/rblimp/issues

On CRAN:

Conda:

6.48 score 9 stars 267 scripts 667 downloads 45 exports 17 dependencies

Last updated from:fbc03bbf26. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK135
source / vignettesOK147
linux-release-x86_64OK122
macos-release-arm64OK125
macos-oldrel-arm64OK111
windows-develOK101
windows-releaseOK108
windows-oldrelOK112
wasm-releaseOK103

Exports:algorithmas.arrayas.data.frameas.matrixas.mitmlatby_groupcomparecompute_condeffdatainfodescribedetect_blimpestimateshas_blimpinstall_blimpjn_mapjn_plotjn_plot_funcjoinmodel_tablemodelfitmodelinfooutputposterior_plotpredictpsrrblimprblimp_fcsrblimp_simrblimp_sourcerblimp_syntaxresidresidual_plotresidualsset_blimpshowsimple_plotSIMULATEstandardizedsummarytrace_plotuninstall_blimpupdate_blimpwithwrite.blimp

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Extract algorithmic options from Blimp outputalgorithm
Convert blimp_obj to a posterior draws objectas_draws.blimp_obj as_draws_array.blimp_obj as_draws_df.blimp_obj
Convert blimp_obj to a 3-D MCMC arrayas.array,blimp_obj-method
Convert 'blimp_syntax' to character vectoras.character.blimp_syntax
Convert blimp_obj to data.frameas.data.frame,blimp_obj-method
Convert blimp_obj to matrixas.matrix,blimp_obj-method
Coerces a 'blimp_obj' or 'blimp_bygroup' to a 'mitml.list'as.mitml
Marker for fixing a moderator at specific SIMPLE evaluated valuesat
S4 class for Blimp model comparison resultsblimp_cp-class
S4 class for Blimp model resultsblimp_obj blimp_obj-class
Wrapper function to run multiple instances of 'rblimp' based on grouping variableby_group
Compare two Blimp modelscompare
Convenience Function for computing conditional effects for 'jn_plot_func'compute_condeff
Extract data information from Blimp outputdatainfo
Describe an objectdescribe describe,blimp_obj-method describe,data.frame-method describe-methods
The 'describe' class for object summariesdescribe-class show,describe-method
Produce Blimp location Conditional on Operating Systemdetect_blimp
Extract model estimates from Blimp outputestimates
Does the system have blimp installed?has_blimp
Install the Blimp computational engineinstall_blimp
Two-dimensional Johnson-Neyman map of a conditional slopejn_map
Function to generate a Johnson-Neyman Plot of Conditional Slope with 'rblimp'jn_plot
Function to generate a Johnson-Neyman Plot of Conditional Slope based on a function to produce the conditional effect.jn_plot_func
Marker for bundling multiple SIMPLE moderators into one compound moderatorjoin
Create APA-formatted table of model resultsmodel_table
Extract model fit from Blimp outputmodelfit
Extract model information from Blimp outputmodelinfo
Return variable names from 'blimp_obj' objectnames,blimp_obj-method
Extract output from blimp_objoutput
Function to generate graph posterior density plots for parametersposterior_plot
Predicted scores from 'blimp_obj'predict,blimp_obj-method
Print 'blimp_syntax'print.blimp_syntax
Extract Potential Scale Reduction (PSR) outputpsr
Wrapper functions to provide Blimp functions in Rrblimp rblimp_fcs rblimp_syntax
Getting Started with rblimprblimp_getting_started
Simulate data using Blimprblimp_sim
Runs an 'imp' file with Blimprblimp_source
Residuals scores from 'blimp_obj'resid,blimp_obj-method
Function to generate conditional regression equation plots (i.e., simple effects) with 'rblimp' and SIMPLE commandresidual_plot
Residuals scores from 'blimp_obj'residuals,blimp_obj-method
Set Blimp Executable Locationset_blimp
Show method for blimp_cpshow,blimp_cp-method
Show method for blimp_objshow,blimp_obj-method
Function to generate conditional regression equation plots (i.e., simple effects) with 'rblimp' and SIMPLE commandsimple_plot
Create a SIMULATE specification for use in rblimp()SIMULATE
Extract standardized solutions from Blimpstandardized
Summary method for blimp_objsummary,blimp_obj-method
Function to generate trace plots of the burn-in iterationstrace_plot
Remove the managed Blimp installationuninstall_blimp
Update the installed Blimp engineupdate_blimp
Fit Model across imputations with 'mitml' package using 'by_group'with,blimp_bygroup-method
Fit Model across imputations with 'mitml' packagewith,blimp_obj-method
A function to write out blimp input and output from a modelwrite.blimp write.blimp,blimp_obj-method write.blimp,blimp_out-method write.blimp,blimp_syntax-method