Basic Computational Techniques for Data Analysis

Mastering MS Excel and R
3. Auflage 2026
ISBN: 978-1-041-29771-0
Verlag: Taylor & Francis Ltd

Buch, Englisch, 322 Seiten, Format (B × H): 156 mm x 234 mm

This book is a multi-stage learning resource that takes readers from basic data handling and software orientation to statistical analysis and financial applications using MS Excel and R. Through a gradual, step-by-step approach, it equips readers with the essential skills needed to understand, analyse, and interpret data in today’s data-driven world.

Using clear illustrations, the book enables readers to organise and manage data, perform analytical computations, create meaningful visualisations, and draw conclusions. It introduces core concepts in research, data analysis, and economic and financial decision-making, demonstrating their relevance in academic, professional, and everyday contexts. This book enables readers to:

• Work confidently with MS Excel and R for efficient data handling and analysis
• Present and visualise data using charts, tables, and Pivot Tables
• Apply statistical techniques such as descriptive statistics, correlation, regression, and hypothesis testing
• Perform financial analysis using concepts such as time value of money, compounding, NPV, IRR, and EMI calculations

By combining concepts with practical implementation, the book provides a strong foundation in computational techniques essential for modern data analysis.

This revised third edition introduces two new chapters on R for data analysis, complementing the book’s Excel-based approach, making it an invaluable resource for beginners and students of economics, commerce, management, and the social sciences. This book will be useful for courses in econometrics, financial technology, and applied economics, as it equips readers with the analytical and computational skills required for academic excellence and professional success.

Zielgruppe

Postgraduate and Undergraduate Advanced

Autoren/Hrsg.

Narayana, D.

Tyagi, Nupur

Ranjan, Sharad

Fachgebiete

• Sozialwissenschaften Soziologie | Soziale Arbeit Spezielle Soziologie Stadt- und Regionalsoziologie
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensfinanzen Betriebliches Rechnungswesen
• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Regionalwissenschaften, Regionalstudien
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Wirtschaftswissenschaften Wirtschaftssektoren & Branchen Einzel- und Großhandel

Inhaltsverzeichnis

List of figures. List of tables. List of Abbreviations. Preface to the third edition. Acknowledgements 1. Getting Started with Microsoft Excel 2. Basic Arithmetic Operations in Excel 3. Data: Input into Excel and Sources 4. Visualisation of Data Using Charts in Excel 5. Measures of Central Tendency 6. Measures of Dispersion 7. Correlation Coefficient 8. Regression Analysis 9. Hypothesis Testing in Regression Analysis 10. Understanding Growth Rates 11. Growth Rate Using Regression Analysis 12. Compounding: Future Value of Money 13. Investment Decision Criteria: NPV and IRR 14. Loan Amortization 15. Introduction to R – co-authored with Nidhi 16. Performing Statistics with R – co-authored with Nidhi. References. Answer key. Appendix 1. Appendix 2. Index.

Über Autor(innen)

D Narayana is Former Director of the Gulati Institute of Finance and Taxation, Thiruvananthapuram, and Chairman of Kerala Public Expenditure Review Committee. He is a renowned economist, researcher, and statistician. He holds a PhD from Indian Statistical Institute (ISI), Kolkata. He held the Reserve Bank of India (RBI) Chair at Centre for Development Studies (CDS), Thiruvananthapuram from 2001 to 2012. He has published numerous articles in reputed national and international journals on health, state finance, decentralization, issues of SC/ST Communities, agriculture, irrigation, and migrant labour and has authored and co-edited many books. He also served as a member of many important committees, including the Expert Committee on Goods and Services Tax (GST), committee for revising the rates for the medical procedures under the centrally sponsored Rashtriya Swasthya Bima Yojana (RSBY), and the Contributory Pension Review Committee, constituted by the Government of Kerala.

Sharad Ranjan is a professor in economics at Zakir Husain Delhi College (Evening) (University of Delhi) with a teaching experience of nearly three decades. He is a PhD from the Centre for Economic Studies and Planning, Jawaharlal Nehru University, New Delhi. He has published many research papers in various journals and has also authored five books. He has conducted workshops on financial literacy for the Securities and Exchange Board of India (SEBI) as a resource person and has also co-supervised and evaluated PhD theses.

Nupur Tyagi is assistant professor at Gargi College, University of Delhi. She completed her post-graduation and MPhil from Delhi School of Economics, University of Delhi. Her areas of interest are finance and accounting.