scholarly journals The Single-Case Data Analysis Package: Analysing Single-Case Experiments with R Software

2013 ◽  
Vol 12 (2) ◽  
pp. 450-478 ◽  
Author(s):  
Isis Bulté ◽  
Patrick Onghena
Keyword(s):  
Data Analysis ◽  
Single Case ◽  
R Software ◽  
Analysis Package ◽  
Case Data

scholarly journals Robust regression for single-case data analysis: How can it help?

2011 ◽  
Vol 43 (3) ◽  
pp. 710-719 ◽  
Author(s):  
Daniel F. Brossart ◽  
Richard I. Parker ◽  
Linda G. Castillo
Keyword(s):  
Data Analysis ◽  
Robust Regression ◽  
Single Case ◽  
Case Data

Justifying the data analytical choice in single case research in relation to the expected data pattern

2019 ◽  
Author(s):  
Rumen Manolov
Keyword(s):  
Data Analysis ◽  
Visual Analysis ◽  
Multilevel Models ◽  
Single Case ◽  
Analytical Techniques ◽  
Real Data ◽  
Small Scale ◽  
Data User ◽  
Single Case Research ◽  
User Friendly

The lack of consensus regarding the most appropriate analytical techniques for single-case experimental designs data requires justifying the choice of any specific analytical option. The current text mentions some of the arguments, provided by methodologists and statisticians, in favor of several analytical techniques. Additionally, a small-scale literature review is performed in order to explore if and how applied researchers justify the analytical choices that they make. The review suggests that certain practices are not sufficiently explained. In order to improve the reporting regarding the data analytical decisions, it is proposed to choose and justify the data analytical approach prior to gathering the data. As a possible justification for data analysis plan, we propose using as a basis the expected the data pattern (specifically, the expectation about an improving baseline trend and about the immediate or progressive nature of the intervention effect). Although there are multiple alternatives for single-case data analysis, the current text focuses on visual analysis and multilevel models and illustrates an application of these analytical options with real data. User-friendly software is also developed.

scholarly journals Assessing consistency of effects when applying multilevel models to single-case data

2020 ◽  
Vol 52 (6) ◽  
pp. 2460-2479
Author(s):  
Rumen Manolov ◽  
John M. Ferron
Keyword(s):  
Multilevel Models ◽  
Single Case ◽  
Case Data

Violations of Assumptions in School-Based Single-Case Data

2013 ◽  
Vol 38 (4) ◽  
pp. 477-496 ◽  
Author(s):  
Benjamin George Solomon
Keyword(s):  
Single Case ◽  
School Based ◽  
Case Data

UNIX∣STAT: Compact Data Analysis Package

1984 ◽  
Vol 38 (2) ◽  
pp. 155 ◽  
Author(s):  
Gary Perlman
Keyword(s):  
Data Analysis ◽  
Analysis Package
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