CRAN/E | scdtb

scdtb

Single Case Design Tools

Installation

About

In some situations where researchers would like to demonstrate causal effects, it is hard to obtain a sample size that would allow for a well-powered randomized controlled trial. Single case designs are experimental designs that can be used to demonstrate causal effects with only one participant or with only a few participants. The 'scdtb' package provides a suite of tools for analyzing data from studies that use single case designs. The nap() function can be used to compute the nonoverlap of all pairs as outlined by the What Works Clearinghouse (2022) . The package also offers the mixed_model_analysis() and cross_lagged() functions which implement mixed effects models and cross lagged analyses as described in Maric & van der Werff (2020) doi:10.4324/9780429273872-9. The randomization_test() function implements randomization tests based on methods presented in Onghena (2020) doi:10.4324/9780429273872-8. The scdtb() 'shiny' application can be used to upload single case design data and access various 'scdtb' tools for plotting and analysis.

github.com/mightymetrika/scdtb
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2024-04-30 158 days ago
Needs compilation? no
License MIT
License File
CRAN checks scdtb results

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Maintainer

Maintainer

Mackson Ncube

Authors

Mackson Ncube

aut / cre

mightymetrika
LLC

cph / fnd

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 2.10

Imports

broom.mixed
DT
ggplot2
mmcards
nlme
shiny
shinythemes

Suggests

testthat ≥ 3.0.0