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Grotzer, Tina A.; Solis, S. Lynneth; Tutwiler, M. Shane; Cuzzolino, Megan Powell – Instructional Science: An International Journal of the Learning Sciences, 2017
Understanding complex systems requires reasoning about causal relationships that behave or appear to behave probabilistically. Features such as distributed agency, large spatial scales, and time delays obscure co-variation relationships and complex interactions can result in non-deterministic relationships between causes and effects that are best…
Descriptors: Elementary School Students, Elementary School Science, Kindergarten, Grade 2
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Bakker, Arthur; Derry, Jan – Mathematical Thinking and Learning: An International Journal, 2011
This theoretical paper relates recent interest in informal statistical inference (ISI) to the semantic theory termed inferentialism, a significant development in contemporary philosophy, which places inference at the heart of human knowing. This theory assists epistemological reflection on challenges in statistics education encountered when…
Descriptors: Statistical Inference, Inferences, Theories, Statistics