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Home > Business and Economics > Finance and accounting > Accounting > Accounting Analytics: Turning Data into Decisions
Accounting Analytics: Turning Data into Decisions

Accounting Analytics: Turning Data into Decisions


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About the Book

'Accounting Analytics: Turning Data into Decisions' shows you how accounting and data come together in the real world. Instead of memorizing rules, you'll learn how analysts think, ask the right questions, gather and prepare data, run analyses and explain results. Chapters uses the CRAFT framework -- Consider, Retrieve, Analyze, Frame and Tell -- to guide you step-by-step with any analytics problem. You'll work hands-on with tools like Excel, Tableau, Alteryx and Python, building practical skills through progress checks, examples, discussions and real-company illustrations. Assessment materials include learning objectives, progress checks, discussion questions and in-depth labs or cases. The book aligns with analytics learning objectives from AACSB and the AICPA to integrate into modern accounting curricula and support programs that build data literacy and analytical confidence.

Table of Contents:
1. Introduction to Data Analytics. 2. Tidy Data. 3. Descriptive Statistics. 4. Data Visualization. 5. Probability and Statistical Inference. 7. More topics in regression analysis. 8. Logistic Regression Analysis. 9. Data Mining. 10. Robotic Process Automation. 11. Audit Analytics. 12. Tax Analytics. 13. Managerial Analytics. 15. AI and Accounting.

About the Author :
Daniel Ames, Ph.D., is a professor of accounting at Bryant University. He teaches and researches in the areas of accounting analytics, financial reporting and emerging technologies in the profession. His work bridges data analytics and decision-making, with a focus on how accountants transform raw data into actionable conclusions. Dr. Ames has led curricular innovations in analytics education, designed graduate programs and regularly collaborates with faculty and industry leaders on the future of accounting practice. In his free time, he enjoys running and volunteer work. He and his wife are the parents of seven children.


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Product Details
  • ISBN-13: 9798214495576
  • Publisher: Cengage Learning, Inc
  • Publisher Imprint: South-Western College Publishing
  • Language: English
  • Returnable: Y
  • ISBN-10: 8214495571
  • Publisher Date: 24 Jul 2026
  • Binding: Paperback
  • No of Pages: 620
  • Sub Title: Turning Data into Decisions


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