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Students in grades 5 and up enjoy using Statistics and Probability! This 80-page book covers topics such as mean, median, mode, standard deviation, and correlation. This reproducible workbook includes hands-on experiments, activities, explanations, and reviews.
Presents a survey of the history and evolution of the branch of mathematics that focuses on probability and statistics, including useful applications and notable mathematicians in this area.
"First published by Franklin Watts 2016."
Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.
A self-study guide for practicing engineers, scientists, and students, this book offers practical, worked-out examples on continuous and discrete probability for problem-solving courses. It is filled with handy diagrams, examples, and solutions that greatly aid in the comprehension of a variety of probability problems.
Introducing the tools of statistics and probability from the ground up An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques, explaining step-by-step how to generate, analyze, and interpret data for diverse applications in engineering and the natural sciences. Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features: • Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices • A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method • Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology • A companion website containing data sets for Minitab and Microsoft Office Excel, as well as JMP ® routines and results Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.
Deepen students' understanding of math concepts through active involvement! Engaging students directly in creative learning experiences is the basis of author Hope Martin's approach for re-energizing mathematics instruction. Active Learning in the Mathematics Classroom, Grades 5-8, Second Edition offers attention-grabbers such as Algebra Jokes, The M&M Mystery, How Long Would It Take to Walk to China?, and Gummi Worms to help students use mathematics as a powerful problem-solving tool, gain meaningful understandings of key concepts, and effectively communicate their mathematical thinking. Presenting a generous collection of student activities aligned with the five NCTM content standards, this revised edition of Multiple Intelligences in the Mathematics Classroom features A new chapter addressing algebra conceptsReproducible student pages for each activity Journaling questions to engage students in writing about mathematics Specific Web site resourcesWith step-by-step directions, suggestions, tips, and variations for implementation, this updated text provides a rich instructional resource for teachers, mathematics specialists, and curriculum directors.