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Chapter 1: Introduction |
1.Statistics
2. Variables and Level of Data |
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2. |
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Chapter2: Data Description |
1.chart
2. frequency distribution |
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3. |
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Chapter 3-1: Numerical Measures |
1. Mean, Median, Mode
2. skewness |
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4. |
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Chapter 3-2: Numerical Measures |
1. Dispersion
2. empirical rule |
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5. |
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Chapter 4: Displaying and Exploring Data |
1.Box Plot
2. Contingency Table |
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6. |
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Chapter 5-1: Probability Concepts |
1. Types of Probability
2. Permutation and Combiation |
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7. |
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Chapter 5-2: Probability Concepts |
1. Conditional Probability
2. Decision Tree |
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8. |
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Chapter 6-1: Discrete Probability Distribution |
1. Probability Distribution
2. Mean and Variance |
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9. |
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Chapter 6-2: Discrete Probability Distribution |
1. Binomial Probability Distribution
2. Poisson Probability Distribution |
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10. |
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Chapter 7: Continuous Probability Distribution |
1. Uniform Distribution
2. Normal Distribution |
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11. |
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Chapter 8-1: Sampling Methods |
1. Random Sampling
2. Stratified Sampling |
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12. |
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Chapter 8-2: Central Limit Theorem |
1. Mean of Sample Means
2. Central Limit Theorem |
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13. |
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Chapter 9-1: Estimation |
1. Point Estimates
2. Interval Estimates |
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14. |
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Chapter 9-2: Confidence Interval |
1. Confidence Interval
2. t-Distribution |
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15. |
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Chapter 10: One-Sample Test of Hypothesis |
1. Hypothesis
2. Test |
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