Estimating Effect SizesFunctions for estimating effect sizes based on data from singlecase designs 


Clean Single Case Design Data 

A convenience function for calculating design comparable effect sizes 

A convenience function for calculating multiple designcomparable effect sizes from a dataset that compiles data from multiple singlecase design studies 

Calculates a confidence interval for a standardized mean difference effect size 

Calculate default initial treatment time and followup time. 

Calculate phasepairs for a unique case 

Calculate sessionbytreatment interactions for a unique case 

Calculates HPS effect size 

Calculates HPS effect size 

Graphing SingleCase Design DataFunction for graphing data from singlecase designs 

Graph Single Case Design Data 

Shiny AppFunction to launch shiny app 

A shiny interface for the scdhlm package 

lmeInfo packageImported functions from lmeInfo package 

lmeInfo 

Deprecated functionFunction that might be removed in a later version of the package 

Calculates adjusted REML effect size 

Example DatasetsExample datasets from singlecase designs 

AlberMorgan, et al. (2007) 

Example 2 from Hedges, Pustejovsky, & Shadish (2012) 

BartonArwood, Wehby, & Falk (2005) 

Bryant et al. (2018) 

Carson (2008) 

Case, Harris, and Graham (1992) 

Datchuk (2016) 

Delemere & Dounavi (2018) 

Gunning & Espie (2003) 

Example 1 from Hedges, Pustejovsky, & Shadish (2012) 

Example 2 from Hedges, Pustejovsky, & Shadish (2013) 

Musser (2001) 

Peltier et al. (2020) 

Rodgers et al. (2021) 

Rodriguez & Anderson (2014) 

Romaniuk (2002) 

Ruiz, et al. (2020) 

Example 1 from Hedges, Pustejovsky, & Shadish (2013) 

Salazar, et al. (2020) 

Example from Pustejovsky, Hedges, & Shadish (2014) 

Thiemann & Goldstein (2001) 

Thiemann & Goldstein (2004) 

Thorne (2005) 

MiscMiscellaneous functions 

Run simulation comparing REML and HPS estimates 

Create a design matrix for a singlecase design 

Calculate expected information matrix 

Simulate data from a fitted 

Simulate Model MB2 from Pustejovsky, Hedges, & Shadish (2014) 

Simulate Model MB4 from Pustejovsky, Hedges, & Shadish (2014) 

Simulation resultsDatasets containing simulation results from Pustejovsky, Hedges, and Shadish (2014) 

MB1 simulation results 

MB1 simulation time 

MB2 simulation results 

MB2 simulation time 

MB4 simulation results 

MB4 simulation time 