learning from data Peck, Roxy creator author. Case, Catherine author. text mau 2024 3rd edition. monographic eng

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xvi, 939 pages : color illustration ; 28 cm. "This edition addresses common obstacles to learning, as the authors translate research on student learning in statistics and probability into practice. The authors use proven methods to address areas where students struggle most - probability, hypothesis testing and selecting an appropriate method of analysis. Students can strengthen their conceptual understanding and procedural fluency as they put knowledge into practice with updated learning objectives, real-data examples, exercises and technology notes." Section I. Collecting data -- Collecting data in reasonable ways -- Section II. Describing data distributions -- Graphical methods for describing data distributions -- Numerical methods for describing data distributions -- Describing bivariate numerical data-- Section III. A foundation for inference: reasoning about probability -- Probability -- Random variables and probability distributions -- Section IV. Learning from sample data -- An overview of statistical inference - learning from data -- Sampling variability and sampling distributions -- Estimating a population proportion -- Asking and answering questions about a population proportion -- Asking and answering questions about the difference between two proportions -- Asking and answering questions about a population mean -- Asking and answering questions about the difference between two means -- Section V. Additional opportunities to learn from data -- Learning from categorical data -- Understanding relationships - numerical data -- Asking and answering questions about more than two means. Roxy Peck and Catherine Case. Includes index. Mathematical statistics Textbooks Mathematical statistics Problems, exercises, etc QA276.12 .P434 2024 519.2 P334s 9780357758298 CSPC 250911 20250916103847.0 eng