Basic Probability
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लेसन नोट्स
Basic Probability
- Probability is a number between 0 (impossible) and 1 (certain).
- Probability scale: 0 = impossible, 0.5 = even chance, 1 = certain.
- P(A) = (number of outcomes in event A) / (total number of equally likely outcomes).
- All probabilities sum to 1.
- Complement: P(not A) = 1 – P(A).
- Mutually exclusive events cannot happen together; P(A or B) = P(A) + P(B).
- Probabilities can be fractions, decimals, or percentages.
Probability scale
Possibility (Sample Space) Diagrams
- A sample space lists all possible outcomes of an experiment.
- For two events (e.g., rolling two dice), use a grid (possibility diagram).
- Each cell in the grid represents one equally likely outcome.
- Probability = (number of desired outcomes) / (total outcomes in sample space).
- Counting method works only if all outcomes are equally likely.
- For three or more events, list outcomes systematically (e.g., HHH, HHT, ...).
Sample space for two dice
Relative Frequency
- Relative frequency = (number of successful trials) / (total number of trials).
- It estimates probability when theoretical probability is unknown.
- More trials give a more accurate estimate (law of large numbers).
- Compare relative frequency to theoretical probability to test fairness/bias.
- Trials must be independent and random (e.g., replace items).
Expected Frequency
- Expected frequency = probability × number of trials.
- It predicts how many times an outcome will occur in a given number of trials.
- Example: P(red) = 0.2, 500 trials → expected reds = 0.2 × 500 = 100.
- If relative frequency is known, use it as the probability in the formula.
- The best estimate comes from the experiment with the most trials.
Worked Examples
- Example 1: Bag with 6 blue, 4 red, 5 yellow. P(yellow) = 5/15 = 1/3. Expected in 300 draws: 300 × 1/3 = 100.
- Example 2: Biased coin flipped 40 times → 10 heads. Relative frequency = 10/40 = 0.25. Expected heads in 100 flips: 0.25 × 100 = 25.
- Example 3: Two dice rolled. P(sum > 5 and odd) = 12/36 = 1/3. Given that, P(one die shows 2) = 2/12 = 1/6.
स्लाइड्स
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प्रैक्टिस सवाल
फ्री प्रीव्यू — 40 में से 8 सवाल। सभी देखने के लिए साइन अप करें।
1.The probability that a sweet made in a factory is the wrong shape is 0.0028. One day, the factory makes 25 000 sweets. Calculate the number of sweets that are expected to be the wrong shape.
Easy- A70
- B700
- C7
- D0.7
2.The probability that Kim wins a game is 0.72. In one year Kim will play 225 games. Work out an estimate of the number of games Kim will win.
Easy- A162
- B1620
- C16.2
- D324
3.Sushila has a bag which contains 10 red balls and 8 blue balls. Sushila takes one ball at random from her bag. Find the probability that she takes a red ball.
Easy- A10/18
- B8/18
- C10/8
- D1/2
4.The time taken for each of 120 students to complete a cooking challenge is shown in the table. | Time (t minutes) | Frequency | |---|---| | 20 < t ≤ 25 | 44 | | 25 < t ≤ 30 | 32 | | 30 < t ≤ 35 | 28 | | 35 < t ≤ 40 | 12 | | 40 < t ≤ 45 | 4 | A student is chosen at random. Find the probability that this student takes more than 40 minutes.
Easy- A4/120
- B12/120
- C28/120
- D44/120
5.The frequency table shows information about the time, m minutes, that each of 160 people spend in a library. | Time (m minutes) | Frequency | |---|---| | 0 < m ≤ 10 | 3 | | 10 < m ≤ 40 | 39 | | 40 < m ≤ 60 | 43 | | 60 < m ≤ 90 | 55 | | 90 < m ≤ 100 | 11 | | 100 < m ≤ 120 | 9 | Find the probability that one of these people, chosen at random, spends more than 100 minutes in the library.
Easy- A9/160
- B11/160
- C20/160
- D55/160
6.On any given day the probability that it is sunny is 2/5. In a period of 90 days, on how many days is it expected to be sunny?
Easy- A36
- B54
- C45
- D18
7.Sofia has a bag containing 8 blue beads and 7 red beads only. She takes one bead out of the bag at random and replaces it. She does this 90 times. Find the number of times she expects to take a red bead.
Medium- A42
- B48
- C45
- D35
8.One of the teachers at a school is chosen at random. The probability that this teacher is female is 3/5. There are 36 male teachers at the school. Work out the total number of teachers at the school.
Medium- A90
- B60
- C54
- D72
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