The single-case data-analysis ExPRT (Excel Package of Randomization Tests).

2014 ◽  
pp. 185-219 ◽  
Author(s):  
Boris S. Gafurov
Keyword(s):  
Data Analysis ◽  
Single Case ◽  
Randomization Tests ◽  
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.

Sign in / Sign up

Export Citation Format

Share Document