Business Statistics Using Excel

A Complete Course in Data Analytics
1. Auflage 2023
ISBN: 978-1-032-52191-6
Verlag: Routledge India

Buch, Englisch, 694 Seiten, Format (B × H): 175 mm x 250 mm, Gewicht: 1360 g

This book gives readers a hands-on understanding of Excel-assisted statistical techniques to take effective business decisions. It showcases applications of the tools and techniques of statistics for analysing business data from the domain of business statistics.

The volume provides an exhaustive introduction to the application of statistics in solving business problems and implementing data analytics for effective decision making in all kinds of business situations around the world. With an emphasis on simplicity in presentation of concepts of statistical methods and associated Excel functions, the volume explores the implementation of Excel functions through well-defined sequences of steps. It covers an array of key topics which include

- Discussions on real-world problems, decision support systems, scope of business statistics, types, and steps of research;

- Introduction to Excel and its mathematical and preliminary statistical functions; usage of different types of average functions; mean, median, and mode functions; measures of variation; measures of skewness of Excel;

- In-depth discussions on probability distributions, sampling distributions, testing of hypothesis, chi-square test, non-parametric tests of Excel;

- Extensive coverage on correlation and covariance, forecasting, analysis of variance, charts in Excel; and

- Analysis of the concept of linear programming, problem formulations, and techniques of linear programming, followed by the application in Excel.

Comprehensive in scope and simple in approach, this book will be key for students and researchers of business studies, business administration, economics, finance, commerce, data analytics/science, and computer science. This will also serve as useful guidebook for business executives and working professionals across the globe.

Zielgruppe

Postgraduate

Autoren/Hrsg.

Panneerselvam, R.

Fachgebiete

• Interdisziplinäres Wissenschaften Wissenschaften Interdisziplinär Regionalwissenschaften, Regionalstudien
• Mathematik | Informatik Mathematik Stochastik
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsmathematik und -statistik
• Sozialwissenschaften Soziologie | Soziale Arbeit Spezielle Soziologie Stadt- und Regionalsoziologie
• Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Empirische Sozialforschung, Statistik
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftsstatistik, Demographie

Inhaltsverzeichnis

1. Introduction 2. Introduction to Excel 3. Count, Frequency and Histogram 4. Average Functions 5. Median and Mode 6. Measures of Variation 7. Measures Of Skewness 8. Probability Distributions 9. Sampling Distribution of Mean and Variance 10. Testing Of Hypothesis 11. Chi-Square Test 12. Nonparametric Test 13. Correlation and Covariance 14. Forecasting 15. Analysis of Variance (Anova) 16. Charts 17. Linear Programming

Über Autor(innen)

R. Panneerselvam has more than 40 years of teaching and research experience and served as faculty at Anna University, India, for seven years and then served at Pondicherry University, for 34 years. He has been Head of Department of Management Studies three times and Dean of the School of Management, Pondicherry University. He specialises in operations, quantitative techniques, and computer systems. He holds B.E. (Mech.), M.E., and Ph.D. degrees in industrial engineering from Anna University and has guided 13 doctoral students in management. Dr Panneerselvam has published more than 100 research articles in leading national and international journals, along with 21 textbooks. He has carried out an overseas consultancy for CEMS, Malaysia, and has received several accolades.