Package: EffectLiteR 0.5-1

EffectLiteR: Average and Conditional Effects

Use structural equation modeling to estimate average and conditional effects of a treatment variable on an outcome variable, taking into account multiple continuous and categorical covariates.

Authors:Axel Mayer [aut, cre], Lisa Dietzfelbinger [ctb], Yves Rosseel [ctb]

EffectLiteR_0.5-1.tar.gz
EffectLiteR_0.5-1.zip(r-4.7)EffectLiteR_0.5-1.zip(r-4.6)EffectLiteR_0.5-1.zip(r-4.5)
EffectLiteR_0.5-1.tgz(r-4.6-any)EffectLiteR_0.5-1.tgz(r-4.5-any)
EffectLiteR_0.5-1.tar.gz(r-4.7-any)EffectLiteR_0.5-1.tar.gz(r-4.6-any)
EffectLiteR_0.5-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
EffectLiteR/json (API)

# Install 'EffectLiteR' in R:

install.packages('EffectLiteR', repos = c('https://amayer2010.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/amayer2010/effectliter/issues

Datasets:

elrdata_categorical_items - Dataset elrdata_categorical_items.
elrdata_kieferetal2024 - Dataset elrdata_kieferetal2024.
elrdata_logreg - Dataset elrdata_logreg.
example_multilevel - Dataset example_multilevel.
example01 - Dataset example01.
example02lv - Dataset example02lv.
MDRS2016 - Dataset MDRS2016.
nonortho - Dataset nonortho.
sophonet_data_simulated - Dataset sophonet_data_simulated.

On CRAN:

4.55 score 9 stars 1 packages 26 scripts 543 downloads 1 mentions 11 exports 124 dependencies

Last updated from:00bc7e3109. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	208
source / vignettes	OK	288
linux-release-x86_64	OK	253
macos-release-arm64	OK	185
macos-oldrel-arm64	OK	158
windows-devel	OK	125
windows-release	OK	138
windows-oldrel	OK	145
wasm-release	OK	140

Exports:autoSelectSubset computeAggregatedEffects conditionalEffectsPlot effectLite effectLite_iht effectLiteGUI elrEffects elrEffectsGUI elrPredict elrReadData generateMeasurementModel

Dependencies:abind backports base64enc boot broom bslib cachem car carData cli codetools colorspace commonmark cowplot cpp11 crosstalk Deriv digest doBy dplyr DT evaluate farver fastmap fontawesome forecast foreign Formula fracdiff fs future future.apply generics ggplot2 globals glue gmm gridExtra gtable highr htmltools htmlwidgets httpuv ic.infer isoband jquerylib jsonlite kappalab kernlab knitr labeling later lattice lavaan lazyeval lifecycle listenv lme4 lmtest lpSolve magrittr MASS Matrix MatrixModels memoise mgcv mime minqa mnormt modelr mvtnorm nlme nloptr nnet norm numDeriv otel parallelly pbivnorm pbkrtest pillar pkgconfig progressr promises purrr quadprog quantreg R6 rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack reformulas restriktor rlang rmarkdown S7 sandwich sass scales shiny sourcetools SparseM stringi stringr survival tibble tidyr tidyselect timeDate tinytex tmvtnorm urca utf8 vctrs viridisLite withr xfun xtable yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
EffectLiteR	EffectLiteR-package EffectLiteR
Autoselect Subset for Aggregated Effects	autoSelectSubset
Compute Aggregated Effects	computeAggregatedEffects
Plot conditional effects	conditionalEffectsPlot
Estimate average and conditional effects	effectLite
Informative hypothesis tests for effectLite	effectLite_iht
Shiny interface for effectLite	effectLiteGUI
Dataset elrdata_categorical_items.	elrdata_categorical_items
Dataset elrdata_kieferetal2024.	elrdata_kieferetal2024
Dataset elrdata_logreg.	elrdata_logreg
Average and conditional effects based on generalized linear models	elrEffects
Shiny interface for elrEffects	elrEffectsGUI
Predict Conditional Effects	elrPredict
Read Data File	elrReadData
Dataset example_multilevel.	example_multilevel
Dataset example01.	example01
Dataset example02lv.	example02lv
Generate measurement model	generateMeasurementModel
Dataset MDRS2016.	MDRS2016
Dataset nonortho.	nonortho
Dataset sophonet_data_simulated.	sophonet_data_simulated