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Basic Probability

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Notes de leçon

Basic Probability Concepts

  • Probability is a number between 0 and 1 describing likelihood: 0 = impossible, 1 = certain.
  • An experiment is an activity repeated to produce results; each repeat is a trial.
  • An outcome is a possible result of a trial; an event is an outcome or collection of outcomes.
  • The sample space is the set of all possible outcomes.
  • If all outcomes are equally likely, the probability of an event A is P(A) = (number of outcomes in A) / (total number of outcomes).
  • Probabilities can be given as fractions, decimals, or percentages.

Probability Scale

  • The probability scale runs from 0 to 1.
  • 0 = impossible, between 0 and 0.5 = unlikely, 0.5 = even chance, between 0.5 and 1 = likely, 1 = certain.
  • Probabilities of all outcomes in a sample space sum to 1.
  • The complement of event A (not A) has probability P(not A) = 1 - P(A).

Probability scale

Probability scale00.250.50.751ImpossibleUnlikelyEven chanceLikelyCertain

Mutually Exclusive Events

  • Two events are mutually exclusive if they cannot happen at the same time.
  • For mutually exclusive events A and B, P(A or B) = P(A) + P(B).
  • Complementary events are always mutually exclusive.

Calculating Basic Probabilities

  • If all outcomes equally likely, probability of a specific outcome = 1 / total number of outcomes.
  • Example: A bag with 50 marbles, 20 blue → P(blue) = 20/50 = 2/5.
  • To find a missing probability in a table, make all probabilities sum to 1.
  • If two probabilities are equal and their sum is known, divide by 2 to find each.

Possibility (Sample Space) Diagrams

  • A possibility diagram (or sample space diagram) is a grid showing all outcomes when combining two sets of outcomes.
  • For example, rolling two dice: grid shows sums from 2 to 12, with 36 equally likely outcomes.
  • Probabilities are found by counting favourable outcomes and dividing by total outcomes.
  • This method only works if all outcomes in the sample space are equally likely.

Sample space for two dice

Sample space for two dice2nd dice1st dice123456123456234567345678456789567891067891011789101112

Relative Frequency

  • Relative frequency = (number of successful trials) / (total number of trials).
  • It is an estimate of probability based on experiment, used when theoretical probability is unknown.
  • The more trials, the more accurate the estimate becomes.
  • Relative frequency can be compared to theoretical probability to test fairness or bias.

Expected Frequency

  • Expected frequency = probability × number of trials.
  • It gives the number of times you would expect an outcome to occur in a given number of trials.
  • Example: If P(yellow) = 1/3 and 300 trials, expected yellow = 300 × 1/3 = 100.
  • Expected frequency can be based on theoretical probability or relative frequency.

Key Terminology

  • Fair means all outcomes equally likely; biased means not equally likely.
  • n(A) denotes the number of outcomes in event A.
  • P(A) denotes the probability of event A.
  • Trials must be independent and random for relative frequency to be valid.

Diapos

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Questions d'entraînement

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  1. 1.A fair spinner has the numbers 2, 2, 3, 4, 4, 5. What is the probability that it lands on an even number?

    Easy
    • A1/2
    • B2/3
    • C1/3
    • D5/6
  2. 2.The probability that it rains tomorrow is 0.35. What is the probability that it does not rain tomorrow?

    Easy
    • A0.65
    • B0.35
    • C0.5
    • D0.75
  3. 3.A box contains 22 pencils: 6 pink, 9 blue, 7 yellow. What is the probability of taking a green pencil?

    Easy
    • A0
    • B1/22
    • C7/22
    • D6/22
  4. 4.The probability that Alex wins a prize is 0.27. What is the probability that Alex does not win a prize?

    Easy
    • A0.73
    • B0.27
    • C0.5
    • D0.63
  5. 5.A bag contains 6 red and 10 blue balls. What is the probability of taking a blue ball?

    Easy
    • A10/16
    • B6/16
    • C10/10
    • D1/2
  6. 6.A bag contains 20 balls, 5 of which are red. A ball is picked at random. On a probability scale from 0 to 1, which arrow shows the probability that the ball is red?

    Easy
    Probability scale01ABCD
    • AA
    • BB
    • CC
    • DD
  7. 7.A spinner has 8 sides numbered 3, 4, 4, 7, 7, 7, 8, 9. What is the probability of landing on 7?

    Easy
    • A3/8
    • B1/8
    • C1/3
    • D3/7
  8. 8.The probability of getting a seat on the bus is 0.93. There are 200 school days. What is the expected number of days Marcus will not get a seat?

    Medium
    • A14
    • B186
    • C7
    • D93

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