Data Probability Summary
1. **Representation of Data Formulas:**
- Mean (Arithmetic Mean): $$\bar{x} = \frac{\sum x_i}{n}$$ where $x_i$ are data points and $n$ is the number of points.
- Median: The middle value when data is ordered.
- Mode: The most frequently occurring value.
- Range: $$\text{Range} = \text{Max} - \text{Min}$$
- Variance: $$\sigma^2 = \frac{\sum (x_i - \bar{x})^2}{n}$$
- Standard Deviation: $$\sigma = \sqrt{\sigma^2}$$
2. **Central Tendencies:**
- Mean: Average value.
- Median: Middle value in ordered data.
- Mode: Most frequent value.
3. **Probability Formulas:**
- Probability of an event $E$: $$P(E) = \frac{\text{Number of favorable outcomes}}{\text{Total number of outcomes}}$$
- Complement Rule: $$P(E^c) = 1 - P(E)$$
- Addition Rule (for mutually exclusive events): $$P(A \cup B) = P(A) + P(B)$$
- Multiplication Rule (for independent events): $$P(A \cap B) = P(A) \times P(B)$$
4. **Permutation Formulas:**
- Number of permutations of $n$ distinct objects: $$n!$$
- Number of permutations of $n$ objects taken $r$ at a time: $$P(n,r) = \frac{n!}{(n-r)!}$$
These formulas cover basic data representation, central tendencies, probability, and permutations at the S1 level.