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Statistics for Business and Economics, 3ed: Using Microsoft Excel & Powered by IBM - SPSS

Dr. Seema Sharma
  • ISBN: 9789354246326
  • 548 pages

Description

Statistical analysis is inevitable for decision making in business, economics, and other fields of scientific enquiry. Strategies for optimum utilization of resources need to be backed by appropriate analysis. Also, insightful statistical analysis is becoming increasingly important in today's world of information load. This book is an attempt to present the understanding of the statistical tools in an easy, interesting, and useful manner and to equip the readers with knowledge of what, why, and how to use the wide-ranging statistical tools.

About the Author

Dr. Seema Sharma is a Professor in the area of Economics and Statistical Analysis in the Department of Management Studies at IIT Delhi. Her research interests are Sustainable Development, Productivity & Efficiency Analysis, Policy Analysis, and Socio-economic Analysis. Her research is published in several high-impact international refereed journals by publishers such as Springer, Elsevier, Taylor & Francis, Sage, Emerald, and so on. She teaches Managerial Economics, Macroeconomic Environment of Business, Statistical Analysis, and Advanced Data Analysis to MBA and PhD students at IIT Delhi.

Table of Contents

  • Introduction to Statistics
  • Descriptive Statistical Analysis
  • Probability Theory and Distributions
  • Sampling Theory and Sampling Distribution
  • Hypothesis Testing—Large Sample Tests
  • Hypothesis Testing—Small Sample Tests
  • Analysis of Variance
  • Chi-Square Test and Its Applications
  • Nonparametric Test
  • Correlation Analysis
  • Regression Analysis
  • Logistic Regression Analysis
  • Business Forecasting
  • Statistical Quality Control
  • Decision Analysis
  • Index Numbers
  • Data Science and Statistics
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