joan ridgway. all probabilities lie somewhere on a scale between “ impossible ” and “ certain...
TRANSCRIPT
Joan Ridgway
All probabilities lie somewhere on a
scale between “Impossible” and
“Certain”
Impo
ssib
le C
erta
in
Win
ning
the
lott
ery
Get
ting
a C
for
GC
SE M
aths
It w
ill r
ain
tom
orro
w
Thro
win
g a
6 on
a d
ice
Toss
ing
a co
in a
nd
…ge
ttin
g “h
eads
”
All probabilities lie somewhere on a
scale between “Impossible” and
“Certain”
Impo
ssib
le C
erta
in
Win
ning
the
lott
ery
Get
ting
a C
for
GC
SE M
aths
Toss
ing
a co
in a
nd
…ge
ttin
g “h
eads
”
Thro
win
g a
6 on
a d
ice
The probability scale goes from 0 to
1
0 1
It w
ill r
ain
tom
orro
w
Impo
ssib
le C
erta
in
Win
ning
the
lott
ery
Get
ting
a C
for
GC
SE
Mat
hs
Thro
win
g a
6 on
a d
ice
Probabilities can be expressed either as fractions or as decimals (and sometimes as
percentages)
0 10.5 95% 1 14,000,000
16
It w
ill r
ain
tom
orro
w
Toss
ing
a co
in a
nd
…ge
ttin
g “h
eads
”
0.7
The probability of throwing a
6 with a fair dice is 16
P(6) = 16
So the probability of not
throwing a 6 is 56
P(not 6) = 1- 16 = 5
6
If the probability that it will rain tomorrow is 0.7 …..
P(rain) = 0.7
Then the probability that it
will not rain tomorrow is 0.3
P(not rain) = 1 – 0.7 = 0.3
Suppose I toss a coin:
What is the probability of getting a head?
0.5, ½ or 50%
What is the probability of getting two heads?
If I toss the coin twice, I would get one of these combinations:
Heads, Heads Heads, Tails Tails, Heads Tails, Tails
or
H, H H, T T, H T, T
Only one of these four combinations is two heads
Suppose I toss two coins:
What is the probability of getting two heads?
If I toss the coin twice, I would get one of these combinations:
Heads, Heads Heads, Tails Tails, Heads Tails,Tails
or
H, H H, T T, H T, T
Only one of these four combinations is two heads
H H
So the probability of getting a two heads in a row is
¼
Suppose I toss two coins:
A Sample Space is a list of all the possible outcomes, e.g. HH, HT, TH, TT We can show this in a Sample Space Diagram:
There are 4 possible outcomes if you toss a coin twiceSo the probability of two heads is ¼
T, TT, HT
H, TH, HH
TH
Second CoinF
irst
Coi
n
Suppose I throw a die.
There are 6 equally likely outcomes.
Suppose I throw two dice.
Suppose I throw two dice.
We can show the possible outcomes in a Sample Space Diagram:
There are 36 (6 x 6) possible outcomes if you throw two dice.
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
If you throw two dice, what is the probability of getting a “double”?
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
6 out of the 36 possible outcomes are “doubles”, so the probability is 6
36
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
If you throw two dice, what is the probability of getting a “double”?
6 out of the 36 possible outcomes are “doubles”, so the probability is1
6
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
If you throw two dice, what is the probability of getting a “double”?
What is the probability of scoring 9 or more?
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
10 out of the 36 possible outcomes add up to 9 or more, so the probability is10
36
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
What is the probability of scoring 9 or more?
10 out of the 36 possible outcomes add up to 9 or more, so the probability is
6, 66, 56, 46, 36, 26, 16
5, 65, 55, 45, 35, 25, 15
4, 64, 54, 44, 34, 24, 14
3, 63, 53, 43, 33, 23, 13
2, 62, 52, 42, 32, 22, 12
1, 61, 51, 41, 31, 21, 11
654321
Second DiceF
irst
Dic
e
What is the probability of scoring 9 or more?
5 18
We cannot always calculate the probability of an event; sometimes we have to estimate it.
Suppose we did not know whether a dice was fair or weighted. We could throw it 100 times to find how often we threw a 6.
We would expect to get a 6 about once in every 6 throws, as the probability should be 1 in 6.
We cannot always calculate the probability of an event; sometimes we have to estimate it.
Suppose we did not know whether a dice was fair or weighted. We could throw it 100 times to find how often we threw a 6.
We threw 35 sixes out of a total of 100 throws
6
5
4
3
2
1
35 llll llll llll llll llll llll llll12 llll llll ll13 llll llll lll13 llll llll lll 12 llll llll ll15 llll llll llll
FrequencyTally
100
We threw 35 sixes out of a total of 100 throws
The relative frequency of throwing a 6 with this dodgy dice is:
35 100
We threw 35 sixes out of a total of 100 throws
The relative frequency of throwing a 6 with this dodgy dice is:
The probability of throwing a 6 with a normal dice is:
or 0.35
1 6 or 0.16
.
We threw a 6 more than twice as often as would be expected.The dice is probably weighted!!!
35 100
Go back to the coins.
Remember there were 4 possible outcomes if I toss 2 coins
Heads, Heads Heads, Tails Tails, Heads Tails,Tails
or
There are 4 possible outcomes because 2 x 2 = 4, just as for two dice there are 36 possible outcomes because 6 x 6 = 36
H H H T T H T T
If I toss three coins, what are the possible combinations?
T T T
H H H
H H T H T H T H H
H T T T H T T T H
– 3 Heads
2 Heads (1 Tail)
1 Head (2 Tails)
– 0 Heads (3 Tails)There are 8 possible outcomes because
2 x 2 x 2 = 8
If I toss three coins, what are the possible combinations?
The probability of 3 Heads is 1 8
The probability of 2 Heads is 3 8
The probability of 1 Head is 3 8
The probability of 0 Heads is 1 8
T T T
H H H
H H T H T H T H H
H T T T H T T T H
– 3 Heads
2 Heads (1 Tail)
1 Head (2 Tails)
– 0 Heads (3 Tails)
If I toss three coins, what are the possible combinations?
T T T
H H H H H T H T H T H H H T T T H T T T H
– 3 Heads
2 Heads (1 Tail)
1 Head (2 Tails)
– 0 Heads (3 Tails)
The probability of 3 Heads is 1 8
The probability of 2 Heads is 3 8
The probability of 1 Head is 3 8
The probability of 0 Heads is 1 8Simulation Hyperlink
First coin Second coin
Heads
Tails
1 .2
1 .2
Heads
Heads
Tails
Tails
1 .2
1 .2
1 .2
1 .2
P(HH) =
P(HT) =
P(TH) =
P(TT) =
4
1
2
1
2
1
4
1
2
1
2
1
4
1
2
1
2
1
4
1
2
1
2
1
Check that the probabilities add up to 1. 14
1
4
1
4
1
4
1
Sometimes it is helpful to draw tree diagrams.
If I toss a coin twice, what is the probability of getting at least one head?
The Watsons regard one boy and one girl as the ideal family. What is the chance of getting one boy and one girl in their planned family of two?
G
B
G
G
B
B
First Child Second Child Combined
0.5
0.5
0.5
0.5
0.5
0.5 P(G,G) = 0.5 x 0.5 = 0.25
P(B,B) = 0.5 x 0.5 = 0.25
P(B,G) = 0.5 x 0.5 = 0.25
P(G,B) = 0.5 x 0.5 = 0.25
The probability of getting one of each is:
P(G,B) + P(B,G) = 0.25 + 0.25 = 0.5
Total = 1.00
Sometimes it is helpful to draw tree diagrams.
Joan travels to work on her bicycle. She has to go through two sets of traffic lights on her way. At the first set of lights, the probability that they will be green is 7/10. At the second set the probability that they will be green is 3/5
First set Second set
Green
Not Green
7 10
3 10
Green
Green
Not Green
Not Green
3 .5
3 .5
2 .5
2 .5
P(both green) =
P(green, not green) =
P(not green, green) =
P(both not green) =
50
21
5
3
10
7
50
14
5
2
10
7
50
9
5
3
10
3
50
6
5
2
10
3
Check that the probabilities add up to 1. 150
50
50
6
50
9
50
14
50
21
Sometimes it is helpful to draw tree diagrams.
Joan travels to work on her bicycle. She has to go through two sets of traffic lights on her way. At the first set of lights, the probability that they will be green is 7/10. At the second set the probability that they will be green is 3/5
1) What is that probability that both sets will be green?
2) What is the probability that she will have to stop once and only once at a set of lights?
You should simplify the probabilities where you can.
25
7
25
3
Sometimes it is helpful to draw tree diagrams.
Joan travels to work on her bicycle. She has to go through two sets of traffic lights on her way. At the first set of lights, the probability that they will be green is 7/10. At the second set the probability that they will be green is 3/5
1) What is that probability that both sets will be green?
2) What is the probability that she will have to stop once and only once at a set of lights?
Green
Not Green
Green
Green
Not Green
Not Green
First set Second set
7 10
3 .5
3 .5
2 .5
3 10
2 .5
P(both green) =
P(green, not green) =
P(not green, green) =
P(both not green) =
50
21
5
3
10
7
50
14
5
2
10
7
50
9
5
3
10
3
50
6
5
2
10
3
1) P(both green) =50
21
Sometimes it is helpful to draw tree diagrams.
Joan travels to work on her bicycle. She has to go through two sets of traffic lights on her way. At the first set of lights, the probability that they will be green is 7/10. At the second set the probability that they will be green is 3/5
1) What is that probability that both sets will be green?
2) What is the probability that she will have to stop once and only once at a set of lights?
Green
Not Green
Green
Green
Not Green
Not Green
First set Second set
7 10
3 .5
3 .5
2 .5
3 10
2 .5
P(both green) =
P(green, not green) =
P(not green, green) =
P(both not green) =
25
7
25
3
50
21
5
3
10
7
50
14
5
2
10
7
50
9
5
3
10
3
50
6
5
2
10
3
2) P(only stopping once) =50
14
Sometimes it is helpful to draw tree diagrams.
Joan travels to work on her bicycle. She has to go through two sets of traffic lights on her way. At the first set of lights, the probability that they will be green is 7/10. At the second set the probability that they will be green is 3/5
1) What is that probability that both sets will be green?
2) What is the probability that she will have to stop once and only once at a set of lights?
Green
Not Green
Green
Green
Not Green
Not Green
First set Second set
7 10
3 .5
3 .5
2 .5
3 10
2 .5
50
9
50
23
P(both green) =
P(green, not green) =
P(not green, green) =
P(both not green) =
25
7
25
3
50
21
5
3
10
7
50
14
5
2
10
7
50
9
5
3
10
3
50
6
5
2
10
3
Two events are independent if they have no effect on each other.
If you choose two items with replacement the events will be independent because the second choice will not be affected by the first choice.
Independent and Dependent Events
There are 10 crayons in a bag; 5 blue ones, 3 red ones and 2 green ones. I pick one at random, then put it back and choose another.
Draw a tree diagram to show the probabilities.
First Crayon Second Crayon
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
3 10
5 10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
First Crayon Second Crayon
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
3 10
5 10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
What is the probability that both crayons will be green?
100
4
10
2
10
2
25
1
First Crayon Second Crayon
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
3 10
5 10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
What is the probability that I will choose one blue crayon and one red crayon? (in either order)
100
15
10
5
10
3
100
15
10
3
10
5
or
First Crayon Second Crayon
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
Blue
Red
Green
3 10
5 10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
5 10 3
10
2 10
What is the probability that I will choose one blue crayon and one red crayon? (in either order)
100
15
10
5
10
3
100
15
10
3
10
5
or
100
30
100
15
100
15
10
3
Two events are dependent if one event will affect the other. The probability is said to be conditional.
If you choose two items without replacement the events will be dependent because the first item you choose cannot be chosen again.
Independent and Dependent Events
There are 10 jellybabies in a bag; 5 red ones, 3 green ones and 2 yellow ones. I pick one at random and eat it, and then I choose another.
Draw a tree diagram to show the probabilities.
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
If I choose a red one first and eat it, there will be only 9 jellybabies left, and only 4 will be red ones!!
BE CAREFUL!!
3 9
2 9
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
3 9
2 9
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
If I choose a green one first and eat it, there will be only 9 jellybabies left, and only 2 will be green ones!!
BE CAREFUL!!
3 9
2 95 9
2 9
2 9
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
3 9
2 95 9
2 9
2 9
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
If I choose a yellow one first and eat it, there will be only 9 jellybabies left, and only 1 will be a yellow one!!
BE CAREFUL!!
3 9
2 95 9
2 9
2 9 5
9
3 9
1 9
What is the probability that both jellybabies will be yellow?
90
2
9
1
10
2
45
1
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
3 9
2 95 9
2 9
2 9 5
9
3 9
1 9
What is the probability that I will choose (and eat) one red jelly baby and one green jelly baby? (in either order)
90
15
9
5
10
3
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
3 9
2 95 9
2 9
2 9 5
9
3 9
1 9
90
15
9
3
10
5
or
What is the probability that I will choose (and eat) one red jelly baby and one green jelly baby? (in either order)
90
15
9
5
10
3
First Jellybaby Second Jellybaby
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
Red
Green
Yellow
3 10
5 10
2 10
4 9
3 9
2 95 9
2 9
2 9 5
9
3 9
1 9
90
15
9
3
10
5
or
90
30
90
15
90
15
3
1