What This Book Is About
What You Can Expect to Learn
Why This Book Is Unique
1. Introduction to Business Statistics
1.1 Background to Business Statistics
1.2 Applications of Business Statistics
1.3 Importance of Business Statistics
1.4 Essential Terms in Statistics
1.5 Misuse of Statistics
Chapter Summary
Further Learning
Quiz
2. Data Collection and Presentation
2.1 Variables and Types
2.2 Classification of Data
2.3 Measurement Scales
2.4 Methods Used for Data Collection
2.5 Data Presentation
2.6 Ethical Considerations in Data Collection
Chapter Summary
Further Learning
Quiz
3. Descriptive Statistics
3.1 Measures of Central Tendency
3.2 Measures of the Middle
3.3 General Properties of Measures of the Middle and Measures of Central Tendency
3.4 Measures of Dispersion
Chapter Summary
Further Learning
Quiz
4. Probability Distribution
4.1 Random Variables
4.2 Probability Rules
4.3 Discrete Probability Distributions
4.4 Continuous Probability Distributions
Chapter Summary
Further Learning
Quiz
5. Probability and Counting Rules
5.1 Counting Rules
5.2 Combining Probability and Counting Rules
Chapter Summary
Further Learning
Quiz
6. Sampling and Sampling Techniques
6.1 Terminologies in Sampling
6.2 Considerations for Planning a Sample Survey
6.3 Reasons for Sampling
6.4 Sampling Bias
6.5 Types of Errors in Sampling
6.6 Sampling Techniques
Chapter Summary
Further Learning
Quiz
7. Correlation Analysis
7.1 Measuring Correlation Between Variables
7.2 Interpreting the Values of the Coefficient of Correlation
7.3 Testing the Significance of the Correlation Coefficient
7.4 Limitations of Correlation
Chapter Summary
Further Learning
Quiz
8. Regression Analysis
8.1 Introduction to Regression Analysis
8.2 Linear Regression
Chapter Summary
Further Learning
Quiz
9. Hypothesis Testing
9.1 Introduction to Hypothesis Testing
9.2 Type I and II Errors
9.3 Sources of Hypothesis Testing
9.4 Key Concepts in Hypothesis Testing
9.5 General Procedure of Hypothesis Testing
Chapter Summary
Further Learning
Quiz
Inventory Management Optimization Using Business Statistics
Overview:
Customer Segmentation and Targeted Marketing Using Business Statistics
Overview:
Statistical Tables
References
Bibliography and Suggested Readings