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Statistical Literacy at School by Jane M. Watson. It provides a way to "see" student thinking and gives readers a deeper sense of how students think about important statistical topics. Based on ten years of research--with reference to other significant research as appropriate--the book looks at students' thinking in relation to tasks based on sampling, graphical representations, averages, chance, beginning inference, and variation, which are essential to later work in formal statistics.
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