Estimating Hierarchical Linear Models for Single-Case Designs

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Documentation for package ‘scdhlm’ version 0.3.1

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scdhlm-package scdhlm
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 estimates
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)