scdhlm: Estimating Hierarchical Linear Models for Single-Case Designs
Version 0.3.1

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) ; Hedges, Pustejovsky, and Shadish (2013) ; and Pustejovsky, Hedges, and Shadish (2014) . Includes an interactive web interface.

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AuthorJames Pustejovsky [aut, cre]
Date of publication2016-12-20 18:31:04
MaintainerJames Pustejovsky <jepusto@gmail.com>
LicenseGPL-3
Version0.3.1
URL https://github.com/jepusto/scdhlm
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("scdhlm")

Man pages

Anglesea: Example 2 from Hedges, Pustejovsky, & Shadish (2012)
BartonArwood: Barton-Arwood, Wehby, & Falk (2005)
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)
Rodriguez: Rodriguez & Anderson (2014)
Romaniuk: Romaniuk (2002)
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)

Functions

AR1_corr Source code
AR1_corr_block Source code
AR1_corr_inv Source code
Anglesea Man page
BartonArwood Man page
CI_SMD Source code
CI_SMD_single Source code
CI_g Man page Source code
CI_g.g_HPS Source code
CI_g.g_REML Source code
Carson Man page
HLM_AR1_corr Source code
HPS_effect_size Source code
Info_Expected Source code
Info_Expected_lmeAR1 Man page Source code
J Source code
Lambert Man page
Laski Man page
MB1results Man page
MB1time Man page
MB2results Man page
MB2time Man page
MB4results Man page
MB4time Man page
MBTreatTimes Source code
Musser Man page
Q_matrix Source code
Rodriguez Man page
Romaniuk Man page
Saddler Man page
Schutte Man page
Tau_matrix Source code
Thorne Man page
auto_SS Source code
block_minus_matrix Source code
compare_RML_HPS Man page Source code
convergence_handler_MB2 Source code
convergence_handler_MB4 Source code
coverage Source code
dV_dTau_index Source code
dV_dTau_unstruct Source code
dV_dphi Source code
dV_dsigmasq Source code
design_matrix Man page Source code
effect_size_ABk Man page Source code
effect_size_MB Man page Source code
extract_varcomp Source code
fit_g Source code
g_REML Man page Source code
lmeAR1_cov_block Source code
lmeAR1_cov_block_inv Source code
lmeAR1_cov_inv Source code
lme_fit Source code
matrix_minus_block Source code
prod_blockblock Source code
prod_blockmatrix Source code
prod_matrixblock Source code
product_trace Source code
product_trace_blockblock Source code
random_formula Source code
scdhlm Man page
scdhlm-package Man page
shine_scd Man page Source code
simulate.g_REML Man page Source code
simulate_MB2 Man page Source code
simulate_MB4 Man page Source code
simulation_data Source code
sum_blockblock Source code
summary.g_REML Source code
unblock Source code

Files

inst
inst/CITATION
inst/shiny-examples
inst/shiny-examples/scdhlm
inst/shiny-examples/scdhlm/ui.R
inst/shiny-examples/scdhlm/server.R
inst/shiny-examples/scdhlm/markdown
inst/shiny-examples/scdhlm/markdown/example-data.md
inst/shiny-examples/scdhlm/markdown/Accessing_scdhlm.Rmd
inst/shiny-examples/scdhlm/markdown/scdhlm.md
inst/shiny-examples/scdhlm/markdown/Accessing_scdhlm.md
inst/shiny-examples/scdhlm/markdown/references.md
inst/shiny-examples/scdhlm/graphing-functions.R
inst/shiny-examples/scdhlm/rsconnect
inst/shiny-examples/scdhlm/rsconnect/shinyapps.io
inst/shiny-examples/scdhlm/rsconnect/shinyapps.io/jepusto
inst/shiny-examples/scdhlm/rsconnect/shinyapps.io/jepusto/scdhlm.dcf
inst/shiny-examples/scdhlm/mappings.R
inst/shiny-examples/scdhlm/helper-functions.R
inst/shiny-examples/scdhlm/lme-fit.R
inst/shiny-examples/scdhlm/scraps.R
inst/doc
inst/doc/Estimating-effect-sizes.Rmd
inst/doc/Estimating-effect-sizes.html
inst/doc/Estimating-effect-sizes.R
tests
tests/testthat.R
tests/testthat
tests/testthat/test_HPS_examples.R
tests/testthat/test_HPS_functions.R
NAMESPACE
demo
demo/Simulation-MB1.R
demo/Simulation-MB2.R
demo/00Index
demo/Simulation-MB4.R
demo/Schutte-application.R
NEWS
data
data/Musser.RData
data/Rodriguez.RData
data/Anglesea.RData
data/Lambert.RData
data/MB2results.RData
data/Schutte.RData
data/MB4results.RData
data/BartonArwood.RData
data/MB1results.RData
data/Thorne.RData
data/Carson.RData
data/Saddler.RData
data/Romaniuk.RData
data/Laski.RData
R
R/REML-ES-functions.R
R/simulation-functions.R
R/scdhlm-package.r
R/matrix-functions.R
R/confidence-interval-functions.R
R/scdhlm.R
R/HPS-ES-functions.R
vignettes
vignettes/Estimating-effect-sizes.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/simulate_MB2.Rd
man/Schutte.Rd
man/MB2time.Rd
man/simulate.g_REML.Rd
man/effect_size_MB.Rd
man/Anglesea.Rd
man/MB4results.Rd
man/Lambert.Rd
man/design_matrix.Rd
man/MB4time.Rd
man/compare_RML_HPS.Rd
man/Thorne.Rd
man/Romaniuk.Rd
man/g_REML.Rd
man/CI_g.Rd
man/effect_size_ABk.Rd
man/simulate_MB4.Rd
man/Musser.Rd
man/shine_scd.Rd
man/Laski.Rd
man/Carson.Rd
man/scdhlm.Rd
man/MB1results.Rd
man/BartonArwood.Rd
man/Info_Expected_lmeAR1.Rd
man/Saddler.Rd
man/MB2results.Rd
man/Rodriguez.Rd
man/MB1time.Rd
scdhlm documentation built on May 19, 2017, 3:29 p.m.