R: Estimating Hierarchical Linear Models for Single-Case Designs

# Estimating Hierarchical Linear Models for Single-Case Designs

## Documentation for package ‘scdhlm’ version 0.7.4

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Code demos. Use demo() to run them.
- Package NEWS

## Help Pages

AlberMorgan | Alber-Morgan, et al. (2007)
Anglesea | Example 2 from Hedges, Pustejovsky, & Shadish (2012)
BartonArwood | Barton-Arwood, Wehby, & Falk (2005)
batch_calc_BCSMD | A convenience function for calculating multiple design-comparable effect sizes from a dataset that compiles data from multiple single-case design studies
Bryant2018 | Bryant et al. (2018)
calc_BCSMD | A convenience function for calculating design comparable effect sizes
Carson | Carson (2008)
CaseHarrisGraham | Case, Harris, and Graham (1992)
CI_g | Calculates a confidence interval for a standardized mean difference effect size
compare_RML_HPS | Run simulation comparing REML and HPS estimates
Datchuk | Datchuk (2016)
default_times | Calculate default initial treatment time and follow-up time.
DelemereDounavi | Delemere & Dounavi (2018)
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
extract_varcomp | lmeInfo
graph_SCD | Graph Single Case Design Data
GunningEspie | Gunning & Espie (2003)
g_mlm | lmeInfo
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)
lmeInfo | lmeInfo
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)
Peltier | Peltier et al. (2020)
phase_pairs | Calculate phase-pairs for a unique case
preprocess_SCD | Clean Single Case Design Data
Rodgers | Rodgers et al. (2021)
Rodriguez | Rodriguez & Anderson (2014)
Romaniuk | Romaniuk (2002)
Ruiz | Ruiz, et al. (2020)
Saddler | Example 1 from Hedges, Pustejovsky, & Shadish (2013)
Salazar | Salazar, et al. (2020)
Schutte | Example from Pustejovsky, Hedges, & Shadish (2014)
session_by_treatment | Calculate session-by-treatment interactions for a unique case
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)
Thiemann2001 | Thiemann & Goldstein (2001)
Thiemann2004 | Thiemann & Goldstein (2004)
Thorne | Thorne (2005)
varcomp_vcov | lmeInfo