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Statistics: Extracting Information from Data

Written By Crissinger, Bryan
2020, Edition 1
Category: General Statistics
Level: Introductory

Vine and Branch Publishing
United States of America

About This Book

Data are everywhere. This book introduces, in a conversational style, the foundational techniques and concepts necessary to permit the data to tell their story. You’ll learn not only about the mechanics of basic data analyses but also about when to use the methods and about the statistical concepts relevant to the meaning of the results. Several key statistical concepts are introduced early and reinforced often: the importance of randomization in collecting data, statistical inference and three distinct types (statements about cause/effect, making predictions and forecasts, and generalizing from samples to populations), interpreting the results of an analysis, and common misconceptions. The text is designed for a one-semester course in introductory statistics. Each section comes with a rich set of exercises that help students practice with both the mechanics and concepts.

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