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Mathematics for Elementary Teachers: An Activity Approach, 8/e
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Probability
Mathematics for Elementary Teachers: A Conceptual Approach

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http://standards.nctm.org/document/chapter3/index.htm
This is the standards chapter in the Principles and Standards for School Mathematics of the National Council of Teachers of Mathematics. Select Data Analysis and Probability from the left column for across-the-grades standards. For specific grade level standards select Pre-K - 2, 3 - 5, or 6 - 8, from the top row.
( http://standards.nctm.org/document/chapter3/index.htm )
http://www.pbs.org/teachersource/index.htm
Select a grade level and the topic "Statistics and Probability" for a large selection of problems on real life applications.
( http://www.pbs.org/teachersource/index.htm )