graph_SCD: Graph Single Case Design Data

In scdhlm: Estimating Hierarchical Linear Models for Single-Case Designs

Graph Single Case Design Data

Description

Graphs single case design data for treatment reversal and multiple baseline designs.

Usage

graph_SCD(
  design,
  case,
  phase,
  session,
  outcome,
  cluster = NULL,
  series = NULL,
  treatment_name = NULL,
  model_fit = NULL,
  data = NULL,
  newdata = NULL
)

Arguments

design	Character string to specify whether data comes from a treatment reversal ("TR"), multiple baseline across participants ("MBP"), replicated multiple baseline across behaviors ("RMBB"), or clustered multiple baseline across participants ("CMB").
case	vector of case indicators or name of a character or factor vector within data indicating unique cases.
phase	vector of treatment indicators or name of a character or factor vector within data indicating unique treatment phases.
session	vector of measurement occasions or name of numeric vector within data of measurement times.
outcome	vector of outcome data or name of numeric vector of outcome data within data.
cluster	(Optional) vector of cluster indicators or name of a character or factor vector within data indicating clusters.
series	(Optional) vector of series indicators or name of a character or factor vector within data indicating series.
treatment_name	(Optional) character string corresponding to the name of the treatment phase.
model_fit	(Optional) lme fitted model that adds predicted values to graph
data	(Optional) dataset to use for analysis. Must be a data.frame.
newdata	(Optional) dataset to use for calculating predicted values based on model_fit. Must be a data.frame.

Value

A ggplot graph

Note

If treatment_name is left null it will choose the second level of the phase variable to be the treatment phase.

Examples

if (requireNamespace("ggplot2", quietly = TRUE)) {

data(Anglesea)
graph_SCD(design="TR",
          case=case, phase=condition,
          session=session, outcome=outcome,
          treatment_name = "treatment",
          data=Anglesea)

data(BartonArwood)
graph_SCD(design="MBP",
          case=case, phase=condition,
          session=session, outcome=outcome,
          treatment_name = "B",
          data=BartonArwood)

data(Thiemann2001)
graph_SCD(design="RMBB",
          case=case, series = series, phase=treatment,
          session=time, outcome=outcome,
          treatment_name = "treatment",
          data=Thiemann2001)

data(Bryant2018)
graph_SCD(design="CMB",
          cluster=group, case=case, phase=treatment,
          session=session, outcome=outcome,
          treatment_name = "treatment",
          data=Bryant2018)

}

scdhlm documentation built on May 29, 2024, 12:11 p.m.