Normally we are living in the world full of uncertainties. For example when two equally strong foot ball teams play a match it is not easy to predicate the outcome of the game. Also for a pregnant woman it is not easy to predict what will be the sex of the born. Under such uncertainties the theory of probability is applied.

*Definition;*

Probability is a branch of mathematics which deals with and shows how to measure the occurrence of events in daily life. Or it can simply be defined as a measure of chances.

Probability of an Events

The Probability of an Even Through Experiments

Determine the probability of an event through experiments

Probability set (s)

**Probability set is the set of all outcomes/results from the experiment being performed.**

*Definition*:For example when tossing once a fair coin the expected outcomes are either head(H) or tail(T) to be shown up.

In this case the probability set is

S = {H, T}

Also if a fair die is tossed once what is expected to show up is only one number among the six numbers, that is 1,2,3,4,5,6.

Now the probability set is

S = {1, 2, 3, 4, 5, 6}.

**An event (E);**An event is a specified outcome from the probability set.

For example a head (H) in the experiment of tossing a fair coin is an event and it is a sub set of the probability set,

Thus, S = {H, T} and E ={H}.

An

event may or may not occur. For example if the event that a head occurs

in tossing a fair coin once but a tail occurs instead , then the event

did not occur and it is dented by E’ which is the complement of E.

event may or may not occur. For example if the event that a head occurs

in tossing a fair coin once but a tail occurs instead , then the event

did not occur and it is dented by E’ which is the complement of E.

So if S = {H, T} and the event E = {H}, then E’ is the event that H does not occur, hence E’ ={T}.

**: A probability set is also called a sample space**

*NB*Example 1

1. A dieis tossed once and the results are recorded. Find

- The probability set (sample space)
- The event that an even number occurs.
- The event that an even number does not occur.

Solution;

- The sample space S ={1,2,3,4,5,6}
- The event that an even number occurs is E = {2,4,6}.
- The event that an even number does not occur is E’ ={1,3,5}

Example 2

Give the probability set of the experiment of selecting even numbers less than 20.

*Solution*S = {2, 4, 6, 8, 10, 12, 14, 16, 18}.

Example 3

Give the probability set of not selecting an even number from a set of counting numbers less than 9.

**Solution**

S= {1, 2, 3, 4, 5, 6, 7, 8}

E = {2, 4, 6, 8}

So E’ = {1, 3, 5, 7}

where E is the event of selecting an even number and E’ is the event of not selecting even number less than 9.

Exercise 1

1. Write theprobability set of each of the following experiments:

- A die is tossed and the face showing up is read.
- A friend is asked for the month of his birth.
- The sex of a human being is asked.
- A card is drawn from a box containing five cards bearing the numerals 2,4,6,8 and 10.

2. Write inset notation the elements of the following events:

- A fair die is rolled and the number obtained is greater or equal to 5.
- A prime number between 20 and 40 is chosen.

3. Write inset notation the elements of the event of not choosing an even number between 25 and 55

Experimental Results in Relation to Real Life Occurrences

Interpret experimental results in relation to real life occurrences

In this case the probability set is

S = {H, T}

Now the probability set is

S = {1, 2, 3, 4, 5, 6}.

The Formula for Finding the Probability of an Event

Write the formula for finding the probability of an event

**Probability of an event:**

*Definition:*The probability of an event is the ratio between the number of times

the event has occurred to the total number of experiments that have been

done.

If P(E) Is the probability of the event E, then

Also the probability found by experimenting is referred to as experimental probability.

The Formula to Calculate the Probability of an Event

Apply the formula to calculate the probability of an event

Example 4

A

drawing pin was tossed 1000 times. The number of tosses where the pin

fell flat was 563. Calculate the probability that when such a pin is

tossed, it will fall flat.

drawing pin was tossed 1000 times. The number of tosses where the pin

fell flat was 563. Calculate the probability that when such a pin is

tossed, it will fall flat.

Example 5

5%

of torch bulbs manufactured by a certain factory were defective. What

is the probability that when a bulb from that factory is tested it will

be defective?

of torch bulbs manufactured by a certain factory were defective. What

is the probability that when a bulb from that factory is tested it will

be defective?

**Solution:**

P(E) = 5% = 5/100 = 0.05

Note

that the probability of an event is defined under the condition that

every outcome has an equal chance of occurring as other outcomes. Here

we say the outcomes are equally likely or equiprobable.

that the probability of an event is defined under the condition that

every outcome has an equal chance of occurring as other outcomes. Here

we say the outcomes are equally likely or equiprobable.

Words like random selection, fair die and a fair coin are used mean that the choice is impartial (unbiased)

Example 6

A

piece of chalk is picked from a box containing 5 identical pieces two

of which are red and the remaining are white. Find the probability that

the piece of chalk picked is red

piece of chalk is picked from a box containing 5 identical pieces two

of which are red and the remaining are white. Find the probability that

the piece of chalk picked is red

Example 7

Find the probability that a ling appears in a drawing a single card from an ordinary deck of 52 cards.

Example 8

What is the probability of not getting an even number when a fair die is tossed?

Example 9

What

is the probability of selecting a green ball from the box containing

red and green balls if the probability of selecting red ball is 1/4?

is the probability of selecting a green ball from the box containing

red and green balls if the probability of selecting red ball is 1/4?

Example 10

When tossing a die what is the probability of getting a number greater or equal to 1?

Exercise 2

For practice.

- Find the probability of choosing a number divisible by 2 from a set of numbers between 20 and 45.
- The

total number of red and white pieces of chalk that are contained in a

box is 20. How many pieces of white chalk are in the box if the

probability of choosing a red piece of chalk is 2/5, given that the

pieces are identical? - What is the probability that a month selected at random from the twelve months of the year will have 31 days?
- A

survey conducted at certain maternity ward showed that 60% of children

born were female. What is the probability that Moses’ child, who was

born in that ward is a male? - A die was tossed 100 times, the six numbers with their frequency of occurrence were recorded in the following table:

**Combined Events**

Experiments of Two Combined Events

Perform experiments of two combined events

If two or more simple events may occur or take place at the same time then the events are combined events.

For

instance when the experiment of tossing two coins at the same time is

done, then the event of interest can’t simply be determined.

instance when the experiment of tossing two coins at the same time is

done, then the event of interest can’t simply be determined.

Let E = {Obtaining two heads}

In

this case there are two simple events which are obtaining the head on

the first coin and obtaining the head on the second coin.

this case there are two simple events which are obtaining the head on

the first coin and obtaining the head on the second coin.

So E

_{1}= {Obtaining the head on the first coin}E

_{2 }= {Obtaining the head on the second coin}Drawing a Tree Diagram of Combined Events

Draw a tree diagram of combined events

The event E can be found by using what is referred to as a tree diagram.

Therefore, S = {(H, H), (H, T), (T, H), (T, T)} is the sample space.

Example 11

A

die and Coin are tossed together. Draw a tree diagram to find the

Sample space and hence determine the probability that a head and a

number less than 3 occurs.

die and Coin are tossed together. Draw a tree diagram to find the

Sample space and hence determine the probability that a head and a

number less than 3 occurs.

Example 12

A fraction is written by selecting the numerator from the digits 1, 2, 3 and the denominator from the digits 6, 8.

- Draw a tree diagram to find the sample space of this experiment.
- Find the probability that a the fraction written is less than ½

Example 13

In a family of 3 children what is the probability that

- All are girls
- At least two are boys

Example 14

Three coins are tossed simultaneously. Find the probability that

- 3 heads appear
- 2 tails and one head appear

Exercise 3

1.

If two digitsnumeral is written choosing ten’s digits from the set {1,

2, 3, 4,} and the unit’s digit from {5,6} what is the probability that a

number greater than 20 will appear?

If two digitsnumeral is written choosing ten’s digits from the set {1,

2, 3, 4,} and the unit’s digit from {5,6} what is the probability that a

number greater than 20 will appear?

2. A pair of dice istossed. Find the probability that the sum of the two numbers obtained is

- At least 8
- at most 1
- Exactly 6

3. In a familywith two children, what is the probability that:

- Both are boys
- At least one is a boy

4. A die and twocoins are tossed at the same time find the probability that

- A number 6 and two heads will appear.
- A number less than 4, a head and tail will appear.
- A number multiple of 2 and two tails will appear.

The Probability of Two Combined Events using the Formula

Find the probability of two combined events using the formula

**Mutually Exclusive Events;**

Two

or more events are said to be mutually exclusive if the occurrence of

one event hinders the occurrence of the other. This means that for

mutually exclusive events, only one event may occur at a time, e.g., it

is impossible for two numbers say 1 and 6 on a single die to show up for

one tossing.

or more events are said to be mutually exclusive if the occurrence of

one event hinders the occurrence of the other. This means that for

mutually exclusive events, only one event may occur at a time, e.g., it

is impossible for two numbers say 1 and 6 on a single die to show up for

one tossing.

Therefore if A and B are two events, then the probability of A or B is given by

Example 15

If

in a class there are 34 students instead of 35 and Issa, anna, Eliza

and Juma apply for the one chance remaining what is the probability that

either Anna or Juma will be chosen?

in a class there are 34 students instead of 35 and Issa, anna, Eliza

and Juma apply for the one chance remaining what is the probability that

either Anna or Juma will be chosen?

Example 16

Find the probability that an even or an odd number which is greater than 1 occurs when a die is tossed once.

Example 17

The following table shows years of experience for plumbers in a builders company.

*Independent Events***Two or events are said to be independent events if the occurance of one event does not affect the occurrence of other event(s)**

*Definition:*For example

a die and a coin are tossed together, the occurrence of a tail on the

coin does not hinder the occurrence of the number 5 on the die.

**when**a die and a coin are tossed together, the occurrence of a tail on the

coin does not hinder the occurrence of the number 5 on the die.

Example 18

A die and coin are tossed. Find the probability that a number greater than 4 appears on the die and a tail appears on the coin:

Example 19

A

box contains 9 oranges, 7 mangoes and 2 lemons. A fruit is drawn from

the box and then replaced. Another draw is made. What is the probability

that both fruits drawn are mangoes.

box contains 9 oranges, 7 mangoes and 2 lemons. A fruit is drawn from

the box and then replaced. Another draw is made. What is the probability

that both fruits drawn are mangoes.

Example 20

The probability that a man and his wife will be alive for 50 years are

^{3}/_{10}and 1/3 respectively.**Find the probability that**Exercise 4

Self test.

- A

coin is tossed and a card is drawn from an ordinary pack of

52cards.Find the probability that an ace is drawn and a head is obtained

on the coin (There 4 aces in a pack of cards) - Two numbers are

selected from the integers 1 to 11 inclusively, repeation being allowed.

Find the probability that (a) Both prime (b) Both are powers of 2

3.

In the village,the probability that a man selected at random on a

Sunday morning is carrying more than is 0.7. Find the probability that;

In the village,the probability that a man selected at random on a

Sunday morning is carrying more than is 0.7. Find the probability that;

- Two men selected at random on a Sunday morning is carrying more than 30kg
- Three men selected at random are all carrying more than 30kg

4. A letter is chosenfrom the word “random” What is the probability that it is an n or d?

5.

(a) What does itmean by saying that the probability of an event is (i) 0

(ii) 1 (b) Give two examples of impossible of events.

(a) What does itmean by saying that the probability of an event is (i) 0

(ii) 1 (b) Give two examples of impossible of events.

The Knowledge of Probability to Determine the Occurrence of Events in Real Life Situation

Apply the knowledge of probability to determine the occurrence of events in real life situation

Probability

is an area of mathematics which we use all the time in daily life – and

usually without thinking about it. While many aspects are very

intuitive, probabilities may be different for different people. I might

estimate that the chance of rain is 70%, while a meteorologist with

detailed weather data might say the chance of rain is 64.2%.

is an area of mathematics which we use all the time in daily life – and

usually without thinking about it. While many aspects are very

intuitive, probabilities may be different for different people. I might

estimate that the chance of rain is 70%, while a meteorologist with

detailed weather data might say the chance of rain is 64.2%.

Activity 1

Apply the knowledge of probability to determine the occurrence of events in real life situation