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Probability models

  1. A bag contains 6 red, 3 blue, 2 green and 1 white balls. A ball is picked at random. What is the probablity that it is:
    1. red
    2. blue or white
    3. not green (hint: think 'complement')
    4. not green or red?
  2. A card is selected randomly from a pack of 52. What is the probability that it is:
    1. the 2 of hearts
    2. a red card
    3. a picture card
    4. an ace
    5. a number less than 4?
  3. Even numbers from 2 -100 are written on cards. What is the probability of selecting a multiple of 5, if a card is drawn at random?

Probability identities

The following results apply to probabilities, for the sample space S and two events A and B , within S .

P ( S ) = 1
P ( A B ) = P ( A ) × P ( B )
P ( A B ) = P ( A ) + P ( B ) - P ( A B )

We can demonstrate this last result using a Venn diagram. The union of A and B is the set of all elements in A or in B or in both.

The probability of event A occurring is given by P(A) and the probability of event B occurring is given by P(B) . However, if we look closely at the circle representing either of these events, we notice that the probability includes a small part of the other event. So event A includes a bit of event B and vice versa. This is shown in the following figure:

And then we observe that this small bit is simply the intersection of the two events.

So to find the probability of P ( A B ) we notice the following:

  • We can add P ( A ) and P ( B )
  • Doing this counts the intersection twice, once in P ( A ) and once in P ( B ) .
So if we simply subtract the probability of the intersection, then we will find the total probability of the union: P ( A B ) = P ( A ) + P ( B ) - P ( A B )

What is the probability of selecting a black or red card from a pack of 52 cards

  1. P ( S ) = n ( E ) n ( S ) = 52 52 = 1 because all cards are black or red!

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What is the probability of drawing a club or an ace with one single pick from a pack of 52 cards

  1. P ( club ace ) = P ( club ) + P ( ace ) - P ( club ace )
  2. = 1 4 + 1 13 - 1 4 × 1 13 = 1 4 + 1 13 - 1 52 = 16 52 = 4 13

    Notice how we have used P ( C A ) = P ( C ) + P ( A ) - P ( C A ) .

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The following video provides a brief summary of some of the work covered so far.

Khan academy video on probability

Probability identities

Answer the following questions

  1. Rory is target shooting. His probability of hitting the target is 0,7 . He fires five shots. What is the probability that all five shots miss the center?
  2. An archer is shooting arrows at a bullseye. The probability that an arrow hits the bullseye is 0,4 . If she fires three arrows, what is the probability that all the arrows hit the bullseye?
  3. A dice with the numbers 1,3,5,7,9,11 on it is rolled. Also a fair coin is tossed. What is the probability that:
    1. A tail is tossed and a 9 rolled?
    2. A head is tossed and a 3 rolled?
  4. Four children take a test. The probability of each one passing is as follows. Sarah: 0,8 , Kosma: 0,5 , Heather: 0,6 , Wendy: 0,9 . What is the probability that:
    1. all four pass?
    2. all four fail?
  5. With a single pick from a pack of 52 cards what is the probability that the card will be an ace or a black card?

Mutually exclusive events

Two events are called mutually exclusive if they cannot be true at the same time.

Examples of mutually exclusive events are:

  1. A die landing on an even number or landing on an odd number.
  2. A student passing or failing an exam
  3. A tossed coin landing on heads or landing on tails

This means that if we examine the elements of the sets that make up A and B there will be no elements in common. Therefore, A B = (where refers to the empty set). Since, P ( A B ) = 0 , equation [link] becomes:

P ( A B ) = P ( A ) + P ( B )

for mutually exclusive events.

We can represent mutually exclusive events on a Venn diagram. In this case, the two circles do not touch each other, but are instead completely separate parts of the sample space.

Venn diagram for mutually exclusive events

Mutually exclusive events

  1. A box contains coloured blocks. The number of each colour is given in the following table.
    Colour Purple Orange White Pink
    Number of blocks 24 32 41 19
    A block is selected randomly. What is the probability that the block will be:
    1. purple
    2. purple or white
    3. pink and orange
    4. not orange?
  2. A small private school has a class with children of various ages. The table gies the number of pupils of each age in the class.
    3 years female 3 years male 4 years female 4 years male 5 years female 5 years male
    6 2 5 7 4 6
    If a pupil is selceted at random what is the probability that the pupil will be:
    1. a female
    2. a 4 year old male
    3. aged 3 or 4
    4. aged 3 and 4
    5. not 5
    6. either 3 or female?
  3. Fiona has 85 labeled discs, which are numbered from 1 to 85. If a disc is selected at random what is the probability that the discnumber:
    1. ends with 5
    2. can be multiplied by 3
    3. can be multiplied by 6
    4. is number 65
    5. is not a multiple of 5
    6. is a multiple of 4 or 3
    7. is a multiple of 2 and 6
    8. is number 1?

Random experiments

  1. Let S denote the set of whole numbers from 1 to 16, X denote the set of even numbers from 1 to 16 and Y denote the set of prime numbers from 1 to 16
    1. Draw a Venn diagram accurately depicting S , X and Y .
    2. Find n ( S ) , n ( X ) , n ( Y ) , n ( X Y ) , n ( X Y ) .
  2. There are 79 Grade 10 learners at school. All of these take either Maths, Geography or History. The number who take Geography is41, those who take History is 36, and 30 take Maths. The number who take Maths and History is 16; the number who take Geography and History is 6, and there are8 who take Maths only and 16 who take only History.
    1. Draw a Venn diagram to illustrate all this information.
    2. How many learners take Maths and Geography but not History?
    3. How many learners take Geography only?
    4. How many learners take all three subjects?
  3. Pieces of paper labelled with the numbers 1 to 12 are placed in a box and the box is shaken. One piece of paper is taken out andthen replaced.
    1. What is the sample space, S ?
    2. Write down the set A , representing the event of taking a piece of paper labelled with a factor of 12.
    3. Write down the set B , representing the event of taking a piece of paper labelled with a prime number.
    4. Represent A , B and S by means of a Venn diagram.
    5. Find
      1. n ( S )
      2. n ( A )
      3. n ( B )
      4. n ( A B )
      5. n ( A B )
    6. Is n ( A B ) = n ( A ) + n ( B ) - n ( A B ) ?

Questions & Answers

A golfer on a fairway is 70 m away from the green, which sits below the level of the fairway by 20 m. If the golfer hits the ball at an angle of 40° with an initial speed of 20 m/s, how close to the green does she come?
Aislinn Reply
cm
tijani
what is titration
John Reply
what is physics
Siyaka Reply
A mouse of mass 200 g falls 100 m down a vertical mine shaft and lands at the bottom with a speed of 8.0 m/s. During its fall, how much work is done on the mouse by air resistance
Jude Reply
Can you compute that for me. Ty
Jude
what is the dimension formula of energy?
David Reply
what is viscosity?
David
what is inorganic
emma Reply
what is chemistry
Youesf Reply
what is inorganic
emma
Chemistry is a branch of science that deals with the study of matter,it composition,it structure and the changes it undergoes
Adjei
please, I'm a physics student and I need help in physics
Adjanou
chemistry could also be understood like the sexual attraction/repulsion of the male and female elements. the reaction varies depending on the energy differences of each given gender. + masculine -female.
Pedro
A ball is thrown straight up.it passes a 2.0m high window 7.50 m off the ground on it path up and takes 1.30 s to go past the window.what was the ball initial velocity
Krampah Reply
2. A sled plus passenger with total mass 50 kg is pulled 20 m across the snow (0.20) at constant velocity by a force directed 25° above the horizontal. Calculate (a) the work of the applied force, (b) the work of friction, and (c) the total work.
Sahid Reply
you have been hired as an espert witness in a court case involving an automobile accident. the accident involved car A of mass 1500kg which crashed into stationary car B of mass 1100kg. the driver of car A applied his brakes 15 m before he skidded and crashed into car B. after the collision, car A s
Samuel Reply
can someone explain to me, an ignorant high school student, why the trend of the graph doesn't follow the fact that the higher frequency a sound wave is, the more power it is, hence, making me think the phons output would follow this general trend?
Joseph Reply
Nevermind i just realied that the graph is the phons output for a person with normal hearing and not just the phons output of the sound waves power, I should read the entire thing next time
Joseph
Follow up question, does anyone know where I can find a graph that accuretly depicts the actual relative "power" output of sound over its frequency instead of just humans hearing
Joseph
"Generation of electrical energy from sound energy | IEEE Conference Publication | IEEE Xplore" ***ieeexplore.ieee.org/document/7150687?reload=true
Ryan
what's motion
Maurice Reply
what are the types of wave
Maurice
answer
Magreth
progressive wave
Magreth
hello friend how are you
Muhammad Reply
fine, how about you?
Mohammed
hi
Mujahid
A string is 3.00 m long with a mass of 5.00 g. The string is held taut with a tension of 500.00 N applied to the string. A pulse is sent down the string. How long does it take the pulse to travel the 3.00 m of the string?
yasuo Reply
Who can show me the full solution in this problem?
Reofrir Reply
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Source:  OpenStax, Siyavula textbooks: grade 10 maths [caps]. OpenStax CNX. Aug 03, 2011 Download for free at http://cnx.org/content/col11306/1.4
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