Estimating Hierarchical Linear Models for Single-Case Designs

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Documentation for package ‘scdhlm’ version 0.7.3

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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