2. INTRODUCTION
People use the term probability many times each day.
For example, physician says that a patient has a 50-50
chance of surviving a certain operation. Another
physician may say that she is 95% certain that a
patient has a particular disease.
3. PROBABILITY
๏ฉthe mathematical expression of uncertainty
๏ฉBoth science and branches of mathematics deals with chances
of an event that will happen or occur
๏ฉa chance of occurrence
๏ฉit ranges from 0 to 1
๏ฉmay use in fraction, decimal or in percent
๏ฉThe probability of the occurrence of an event E is given by
๐ ๐ธ =
๐(๐ธ)
๐(๐)
where:
E = event (subset of the sample space)
S = sample space (set of all possible outcomes)
4. TERMS IN PROBABILITY
Events
๏ A set of possible outcomes resulting from a particular experiment.
๏ A subset of a sample space of an experiment.
๏ Any subset E of the sample space
For example, a possible event when a single six-sided die is rolled is {5, 6}, that is, the roll could
be a 5 or a 6.
In general, an event is any subset of a sample space (including the possibility of an empty set).
Experiment
๏activities such as rolling a die, tossing a coin, or randomly choosing a ball from a box which
could be repeated over and over again and which have well-defined results
๏a process by which an outcome is obtained, i.e., rolling a die.
๏any activity or process that has a number of outcomes.
๏any planned process of data collection. It consists of a number of trials (replications) under the
same condition.
5. TERMS IN PROBABILITY
Outcome
๏The results of an experiment.
๏Any of the possible results of an experiment. In rolling a six-sided die, rolling a 2 is an outcome.
Sample space:
๏the set of all outcomes in an experiment
๏the set S of all possible outcomes of an experiment.
i.e. the sample space for a die roll is {1, 2, 3, 4, 5, 6}
Simple Events: Consider rolling a die.
a. โGetting a number 5โ is called a simple event.
b. โGetting a 6โ is also a simple event.
What about the event of โgetting an odd numberโ?
6. Example
1. Consider the activity of a rolling die.
This activity has 6 possible outcomes.
S = sample space
1, 2, 3, 4, 5, 6 ๏ฎ outcomes/sample points
n(S) = 6
2. Tossing a coin
This activity has 2 possible outcomes.
S = sample space
H, T ๏ฎ outcomes/sample points
n(S) = 2
3. Deck of cards
SAMPLE SPACE
7. Example
1. How many events will occur for an odd number?
A = events of having odd number
n(A) = (1, 3, 5) n(A) = 3
2. How many events will occur for an even number?
B = events of having even number
n(B) = (2, 4, 6) n(B) = 3
EVENTS
8. PROBABILITY RULES
1. The probability of any event is a number (either a fraction, a decimal or a
percent) from 0 to 1.
Example: the weather forecast shows a 75% rain
P (rain) = 75%
2. If an event will never happen, then its probability is 0.
Example: when a single die is rolled, find the probability of getting a 9.
Since the sample space consists of 1, 2, 3, 4, 5, and 6, it is impossible to get
a 9. Hence, P(9) =
0
9
= 0.
9. 3. If an event is sure to happen, then the probability is 1.
Example: When a single die is rolled, what is the probability of getting a number
less than 7?
Since all the outcomes {1, 2, 3, 4, 5, 6} are less than 7,
P (number less than 7) =
6
6
= 1
4. The sum of the probabilities of all the outcomes in the sample space is 1.
Example:
In rolling a fair die, each outcome in the sample space has a probability of
1
6
.
Hence, the sum of the probabilities of the outcomes is 1.
If a fair coin is flipped, P (T) =
1
2
and P(H) =
1
2
10. PROBABILITY OF SIMPLE EVENTS
If each of the outcomes in a sample space is equally likely to occur, then the
probability of an event E, denoted as P(E) is given by
๐ ๐ธ =
๐๐ข๐๐๐๐ ๐๐ ๐ค๐๐ฆ๐ ๐กโ๐ ๐๐ ๐๐ฃ๐๐๐ก ๐๐๐ ๐๐๐๐ข๐
๐๐ข๐๐๐๐ ๐๐ ๐๐๐ ๐ ๐๐๐๐ ๐๐ข๐ก๐๐๐๐๐
or
๐ ๐ธ =
๐๐ข๐๐๐๐ ๐๐ ๐๐ข๐ก๐๐๐๐๐ ๐๐ ๐กโ๐ ๐๐ฃ๐๐๐ก
๐๐ข๐๐๐๐ ๐๐ ๐๐ข๐ก๐๐๐๐๐ ๐๐ ๐กโ๐ ๐ ๐๐๐๐๐ ๐ ๐๐๐๐
๐ ๐ธ =
๐(๐ธ)
๐(๐)
11. EXAMPLES
1. If a basket contains 1 pink marble, 1 yellow marble and 1 black, find the
probability that if you pick a marble, it will be a pink marble.
๐ ๐ธ =
๐(๐ธ)
๐(๐)
=
1
3
= 0.3333 = 33.33%
2. If a die is cast, find the probability that it falls
a. 3 face up
3. If a coin is tossed, what is the probability of getting a tail?
13. ASSIGNMENT
1. A jar contains 20 chips numbered 1 to 20. If a chip is drawn
randomly from the bowl, what is the probability that it is
a. 8 or 16?
b. 5 or a number divisible by 3?
c. Odd or divisible by 3?
d. A number divisible by 3 or divisible by 4?
2. Dominic puts 52 marbles in a box in which 12 are violet, 12
are blue, and 28 are pink. If Dominic picks one marble at
random, what is the probability that he selects a violet marble or
a pink marble?
3. Out of 4820 households surveyed, 1824 had a rabbit, 720had
a dog, and 252 had both a rabbit and a dog. What is the
probability that a randomly selected household has a rabbit or a
dog?