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The author's commitment to providing student-friendly guidance through the material and giving students opportunities to apply their newly learned skills in a real-world context has made Elementary Statistics the #1 best-seller in the market.      Students learning from Elementary Statistics should have completed an elementary algebra course. Although formulas and formal procedures can be found throughout the text, the emphasis is on development of statistical literacy and critical thinking.  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The fourth edition features many updates and revisions that place increased emphasis on interpretation of results and critical thinking in addition to calculations.  This emphasis on \"statistical literacy\" is reflective of the GAISE recommendations.     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