STATISTICS LEARNING FROM DATA Second Edition addresses common problems faced by learners of elementary statistics with an innovative approach The authors have paid particular attention to areas learners often struggle with probability hypothesis testing and selecting an appropriate method of analysis Probability coverage is based on current research on how students best learn the subject A unique chapter that provides an informal introduction to the ideas of statistical inference helps students to develop a framework for choosing an appropriate method Supported by learning objectives real data examples and exercises and technology notes this book helps learners to develop conceptual understanding mechanical proficiency and the ability to put knowledge into practice NEW for Fall 2020 Turn your students into statistical thinkers with the Statistical Analysis and Learning Tool SALT SALT is an easy to use data analysis tool created with the intro level student in mind It contains dynamic graphics and allows students to manipulate data sets in order to visualize statistics and gain a deeper conceptual understanding about the meaning behind data SALT is built by Cengage comes integrated in Cengage WebAssign Statistics courses and available to use standalone STATISTICS: LEARNING FROM DATA, Second Edition, addresses common problems faced by learners of elementary statistics with an innovative approach. The authors have paid particular attention to areas learners often struggle with -- probability, hypothesis testing, and selecting an appropriate method of analysis. Probability coverage is based on current research on how ...students best learn the subject. A unique chapter that provides an informal introduction to the ideas of statistical inference helps students to develop a framework for choosing an appropriate method. Supported by learning objectives, real-data examples and exercises, and technology notes, this book helps learners to develop conceptual understanding, mechanical proficiency, and the ability to put knowledge into practice. NEW for Fall 2020 - Turn your students into statistical thinkers with the Statistical Analysis and Learning Tool (SALT). SALT is an easy-to-use data analysis tool created with the intro-level student in mind. It contains dynamic graphics and allows students to manipulate data sets in order to visualize statistics and gain a deeper conceptual understanding about the meaning behind data. SALT is built by Cengage, comes integrated in Cengage WebAssign Statistics courses and available to use standalone.