Clear, practical, and rigorous: Proud's Statistics in Economics shows students how to use and apply data and statistics to solve real problems in economics and business.Statistics for Economics is the most applied textbook available bringing theory to life through real-world data and problems, while remaining flexible and accessible for students of all mathematical backgrounds.· Applied and relevant: Every concept is grounded in real-world business and economics examples, helping students see the relevance of statistics from day one. Data analysis exercises, Excel walkthroughs, and dataset-based questions ensure students build practical skills they can use immediately. · Designed for diverse cohorts: With a maths primer and hundreds of multiple-choice questions, the text supports students from all mathematical backgrounds-ideal for mixed-ability groups and inclusive teaching. · Engaging and insightful: Moves beyond dry theory with compelling examples-from using Bayes' theorem to locate missing aircraft to exploring bias in election polling-keeping students interested and encouraging deeper thinking. · End-of-chapter review questions reinforce key concepts and promote critical thinking, while multiple-choice questions embedded throughout each chapter allow students to test their understanding as they learn-encouraging continuous engagement and retention. · Digitally enriched: The digital edition includes integrated video walkthroughs of worked examples, interactive data exercises using real-world datasets, multiple-choice questions, and flashcards-supporting blended and online learning environments.Digital formats and resourcesThis title is available for students and institutions to purchase in a variety of formats: the e-book offers a mobile experience and convenient access along with functionality tools, navigation features and links that offer extra learning support.For more information about e-books, please visit www.oxfordtextbooks.co.uk/ebooks Teaching resources for adopting lecturers include: PowerPoint slides Test bank Instructor's ManualMaths Primer