Data Analysis for Business, Economics, and Policy

This textbook is a comprehensive guide for future data analysts, covering data wrangling, exploration, regression analysis, machine learning, and causal analysis with real-world case studies and online resources.

\n Format: Paperback / softback
\n Length: 738 pages
\n Publication date: 06 May 2021
\n Publisher: Cambridge University Press
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This comprehensive textbook is designed to equip future data analysts with the essential tools, methodologies, and skills required to address data-driven, real-world questions, conduct data analysis, and effectively visualize and interpret results to support informed decision-making in business, economics, and public policy. The book covers a wide range of topics, including data wrangling and exploration, regression analysis, machine learning, and causal analysis, providing a thorough understanding of these methods and their interrelationships.

To facilitate learning, the textbook employs a case study-based approach. Each case begins with an industry-relevant question and proceeds to answer it through the application of real-world data and the techniques covered in the textbook. This hands-on approach helps students grasp the practical implications of data analysis and reinforces their understanding of the concepts.

To further consolidate learning, the book includes 360 practice questions and 120 data exercises. These exercises provide students with opportunities to apply their knowledge and test their understanding of the topics covered. Additionally, an extensive online resource portal, accessible at www.gabors-data-analysis.com, offers raw and cleaned data, as well as codes for all analysis in Stata, R, and Python. This resource enables students to further explore and analyze the data, enhancing their analytical skills and allowing for a deeper understanding of the subject matter.

In summary, this textbook serves as a valuable resource for students aspiring to become skilled data analysts. It provides a comprehensive coverage of essential data analysis techniques, employs a practical and engaging teaching approach, and offers comprehensive online resources to support learning and practice. Whether you are a business professional, economist, or policymaker, this textbook will empower you to unlock the power of data and make informed decisions that drive success and impact.

\n Weight: 1580g\n
Dimension: 192 x 246 x 36 (mm)\n
ISBN-13: 9781108716208\n \n