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Analysis of single-case data: randomisation tests for measures of effect size.
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- المؤلفون: Heyvaert M;Heyvaert M; Onghena P
- المصدر:
Neuropsychological rehabilitation [Neuropsychol Rehabil] 2014; Vol. 24 (3-4), pp. 507-27. Date of Electronic Publication: 2013 Jul 18.
- نوع النشر :
Journal Article
- اللغة:
English
- معلومة اضافية
- المصدر:
Publisher: Routledge, Taylor & Francis Group Country of Publication: England NLM ID: 9112672 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1464-0694 (Electronic) Linking ISSN: 09602011 NLM ISO Abbreviation: Neuropsychol Rehabil Subsets: MEDLINE
- بيانات النشر:
Publication: [London] : Routledge, Taylor & Francis Group
Original Publication: Hove, East Sussex, UK : Lawrence Erlbaum Associates Ltd., c1991-
- الموضوع:
- نبذة مختصرة :
Single-case experiments can be used to evaluate the effect of an intervention or treatment for a single entity. The internal validity and statistical conclusion validity of single-case experiments can be improved by incorporating randomisation in their design. In this article, we explain how to design randomised single-case phase and alternation studies as well as randomised simultaneous and sequential replication studies, and how to conduct randomisation tests for these designs. Advantages and limitations of randomisation tests are discussed. In order to not only determine the (non)randomness of an intervention effect, but also the magnitude of this effect, we propose to use an effect size index as a test statistic for the randomisation test. We illustrate this combination for the design and analysis of an ABAB phase study, using a free software package.
- Contributed Indexing:
Keywords: Nonparametric statistical significance test; Randomisation test; Single-case experimental design; Single-subject experimental design; Statistical software
- الموضوع:
Date Created: 20130720 Date Completed: 20150223 Latest Revision: 20140618
- الموضوع:
20240628
- الرقم المعرف:
10.1080/09602011.2013.818564
- الرقم المعرف:
23865938
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