scdhlm: Estimating Hierarchical Linear Models for Single-Case Designs

Provides a set of tools for estimating hierarchical linear models and effect sizes based on data from single-case designs. Functions are provided for calculating standardized mean difference effect sizes that are directly comparable to standardized mean differences estimated from between-subjects randomized experiments, as described in Hedges, Pustejovsky, and Shadish (2012) <DOI:10.1002/jrsm.1052>; Hedges, Pustejovsky, and Shadish (2013) <DOI:10.1002/jrsm.1086>; and Pustejovsky, Hedges, and Shadish (2014) <DOI:10.3102/1076998614547577>.

Author
James Pustejovsky [aut, cre]
Date of publication
2016-09-27 21:29:27
Maintainer
James Pustejovsky <jepusto@gmail.com>
License
GPL-3
Version
0.3
URLs

View on CRAN

Man pages

Anglesea
Example 2 from Hedges, Pustejovsky, & Shadish (2012)
Carson
Carson (2008)
CI_g
Approximate confidence interval for BC-SMD effect size...
compare_RML_HPS
Run simulation comparing REML and HPS estimates
design_matrix
Create a design matrix for a single-case design
effect_size_ABk
Calculates HPS effect size
effect_size_MB
Calculates HPS effect size
g_REML
Calculates adjusted REML effect size
Info_Expected_lmeAR1
Calculate expected information matrix
Lambert
Example 1 from Hedges, Pustejovsky, & Shadish (2012)
Laski
Example 2 from Hedges, Pustejovsky, & Shadish (2013)
MB1results
MB1 simulation results
MB1time
MB1 simulation time
MB2results
MB2 simulation results
MB2time
MB2 simulation time
MB4results
MB4 simulation results
MB4time
MB4 simulation time
Musser
Musser (2001)
Saddler
Example 1 from Hedges, Pustejovsky, & Shadish (2013)
scdhlm
scdhlm
Schutte
Example from Pustejovsky, Hedges, & Shadish (2014)
shine_scd
A shiny interface for the scdhlm package
simulate.g_REML
Simulate data from a fitted 'g_REML' object
simulate_MB2
Simulate Model MB2 from Pustejovsky, Hedges, & Shadish (2014)
simulate_MB4
Simulate Model MB4 from Pustejovsky, Hedges, & Shadish (2014)
Thorne
Thorne (2005)

Files in this package

scdhlm
scdhlm/inst
scdhlm/inst/CITATION
scdhlm/inst/shiny-examples
scdhlm/inst/shiny-examples/scdhlm
scdhlm/inst/shiny-examples/scdhlm/ui.R
scdhlm/inst/shiny-examples/scdhlm/server.R
scdhlm/inst/shiny-examples/scdhlm/markdown
scdhlm/inst/shiny-examples/scdhlm/markdown/Accessing_scdhlm.Rmd
scdhlm/inst/shiny-examples/scdhlm/markdown/scdhlm.md
scdhlm/inst/shiny-examples/scdhlm/markdown/Accessing_scdhlm.md
scdhlm/inst/shiny-examples/scdhlm/markdown/references.md
scdhlm/inst/shiny-examples/scdhlm/markdown/Overview.md
scdhlm/inst/shiny-examples/scdhlm/graphing-functions.R
scdhlm/inst/shiny-examples/scdhlm/rsconnect
scdhlm/inst/shiny-examples/scdhlm/rsconnect/shinyapps.io
scdhlm/inst/shiny-examples/scdhlm/rsconnect/shinyapps.io/jepusto
scdhlm/inst/shiny-examples/scdhlm/rsconnect/shinyapps.io/jepusto/scdhlm.dcf
scdhlm/inst/shiny-examples/scdhlm/mappings.R
scdhlm/inst/shiny-examples/scdhlm/helper-functions.R
scdhlm/inst/shiny-examples/scdhlm/lme-fit.R
scdhlm/inst/shiny-examples/scdhlm/scraps.R
scdhlm/inst/doc
scdhlm/inst/doc/Estimating-effect-sizes.Rmd
scdhlm/inst/doc/Estimating-effect-sizes.html
scdhlm/inst/doc/Estimating-effect-sizes.R
scdhlm/tests
scdhlm/tests/testthat.R
scdhlm/tests/testthat
scdhlm/tests/testthat/test_HPS_examples.R
scdhlm/tests/testthat/test_HPS_functions.R
scdhlm/NAMESPACE
scdhlm/demo
scdhlm/demo/Simulation-MB1.R
scdhlm/demo/Simulation-MB2.R
scdhlm/demo/00Index
scdhlm/demo/Simulation-MB4.R
scdhlm/demo/Schutte-application.R
scdhlm/NEWS
scdhlm/data
scdhlm/data/Musser.RData
scdhlm/data/Anglesea.RData
scdhlm/data/Lambert.RData
scdhlm/data/MB2results.RData
scdhlm/data/Schutte.RData
scdhlm/data/MB4results.RData
scdhlm/data/MB1results.RData
scdhlm/data/Thorne.RData
scdhlm/data/Carson.RData
scdhlm/data/Saddler.RData
scdhlm/data/Laski.RData
scdhlm/R
scdhlm/R/REML-ES-functions.R
scdhlm/R/simulation-functions.R
scdhlm/R/scdhlm-package.r
scdhlm/R/matrix-functions.R
scdhlm/R/confidence-interval-functions.R
scdhlm/R/scdhlm.R
scdhlm/R/HPS-ES-functions.R
scdhlm/vignettes
scdhlm/vignettes/Estimating-effect-sizes.Rmd
scdhlm/MD5
scdhlm/build
scdhlm/build/vignette.rds
scdhlm/DESCRIPTION
scdhlm/man
scdhlm/man/simulate_MB2.Rd
scdhlm/man/Schutte.Rd
scdhlm/man/MB2time.Rd
scdhlm/man/simulate.g_REML.Rd
scdhlm/man/effect_size_MB.Rd
scdhlm/man/Anglesea.Rd
scdhlm/man/MB4results.Rd
scdhlm/man/Lambert.Rd
scdhlm/man/design_matrix.Rd
scdhlm/man/MB4time.Rd
scdhlm/man/compare_RML_HPS.Rd
scdhlm/man/Thorne.Rd
scdhlm/man/g_REML.Rd
scdhlm/man/CI_g.Rd
scdhlm/man/effect_size_ABk.Rd
scdhlm/man/simulate_MB4.Rd
scdhlm/man/Musser.Rd
scdhlm/man/shine_scd.Rd
scdhlm/man/Laski.Rd
scdhlm/man/Carson.Rd
scdhlm/man/scdhlm.Rd
scdhlm/man/MB1results.Rd
scdhlm/man/Info_Expected_lmeAR1.Rd
scdhlm/man/Saddler.Rd
scdhlm/man/MB2results.Rd
scdhlm/man/MB1time.Rd