Probability: language, scale, calculation, expected outcomes

Probability: Language, Scale, Calculation, Expected Outcomes 🎲

1. Probability Language

Probability describes how likely an event is to happen. We use words such as:

  • 🔹 Impossible – will never happen
  • 🔹 Unlikely – not likely to happen
  • 🔹 Even chance – as likely to happen as not
  • 🔹 Likely – will probably happen
  • 🔹 Certain – will definitely happen

2. Probability Scale

Probability is measured on a scale from 0 to 1 (or 0% to 100%).

Probability Value Meaning
0 Impossible (0%)
0.25 Unlikely (25%)
0.5 Even chance (50%)
0.75 Likely (75%)
1 Certain (100%)

3. Calculating Probability

For equally likely outcomes:

$P(A) = \frac{\text{Number of favorable outcomes}}{\text{Total number of equally likely outcomes}}$

  1. 🔹 Identify the total number of possible outcomes.
  2. 🔹 Count how many of those outcomes give the event you are interested in.
  3. 🔹 Divide the favorable count by the total count.
  4. 🔹 Express as a fraction, decimal, or percentage.

Example: Rolling a fair six‑sided die, probability of getting a 4:

$P(4) = \frac{1}{6} \approx 0.167 = 16.7\%$

4. Expected Outcomes

If an experiment is repeated $n$ times, the expected number of times an event $A$ occurs is:

$$E = n \times P(A)$$

Scenario Calculation Expected Outcome
Flipping a fair coin 20 times, expecting heads $E = 20 \times 0.5$ 10 heads
Rolling a die 30 times, expecting a 6 $E = 30 \times \frac{1}{6}$ 5 sixes
Drawing a red card from a deck 50 times (with replacement) $E = 50 \times 0.5$ 25 red cards

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