Developing a framework for reasoning about explained and unexplained variation

Author(s)
Reid, Jacqueline
Reading, Christine E
Publication Date
2010
Abstract
As a principal form of statistical thinking, consideration of variation impacts on all aspects of statistics. There has been extensive research about students' reasoning about variation but little research focusing on helping students model variation as a combination of explained and unexplained variation. A study analysed responses to a measurement instrument that was developed to assess tertiary students' informal reasoning about variation, focusing on explained and unexplained variation. Selected students were also interviewed. This paper reports the analysis of the responses that informed the refinement of a framework that describes six components of reasoning about explained and unexplained variation. Implications for researchers and educators will also be discussed.
Citation
Data and context in statistical education: Towards an evidence-based society - Proceedings of the Eighth International Conference on Teaching Statistics (ICOTS8)
ISBN
9789077713549
Link
Publisher
International Association for Statistical Education (IASE) & International Statistical Institute (ISI)
Title
Developing a framework for reasoning about explained and unexplained variation
Type of document
Conference Publication
Entity Type
Publication

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