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| 10 Theory slides |
| 11 Exercises - Grade E - A |
| Each lesson is meant to take 1-2 classroom sessions |
Here are a few recommended readings before getting started with this lesson.
Two events A and B are independent events if the occurrence of either of these events does not affect the occurrence of the other. It is also said that they are independent if and only if the probability that both events occur is equal to the product of the individual probabilities.
Two events A and B are considered dependent events if the occurrence of either of these events affects the occurrence of the other. If the events are dependent, the probability that both events occur is equal to the product of the probability of the first event occurring and the probability of the second event occurring after the first event.
As mentioned above, this principle holds true only if the events are independent of each other. If the events are dependent, multiplying the number of possible outcomes for each event will not be correct. Considering the previous example, suppose now that the spiral-bound notebooks came only in red.
There are still 2 types of notebooks and a total of 3 colors for the non spiral bound notebooks. However, the possible number of different notebooks a customer may buy is not 2×3=6. Rather, it is 4. This happens because, in this case, the possible colors for a notebook depend on the type of notebook.
While preparing the raffle, Tiffaniqua considered inviting everyone who buys a ticket to roll a die and toss a coin.
Fundamental Counting Principle |
If an event A has n possible outcomes and an event B has m possible outcomes, then the total number of different outcomes for A and B combined is n⋅m. |
According to the tree diagram, there are 12 possible outcomes. This is the same number as the one found through the Fundamental Counting Principle. Tiffaniqua wanted to have more possible prizes, so she had to come up with an idea for the raffle with more possible outcomes!
A permutation is an arrangement of objects in which the order is important. For example, consider constructing a number using only the digits 4, 5, and 6 without repetitions. Any of the three digits can be picked for the first position, leaving two choices for the second position, then only one choice for the third position.
Tiffaniqua chose 5 prizes to display at her stall — a cinema ticket, a CD, a basketball, a teddy bear, and a pair of sunglasses. She is sure they will attract many people to her raffle!
Now all she has to do is decide in which order she should line the prizes up.
First Prize | 5 choices |
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Second Prize | |
Third Prize | |
Fourth Prize | |
Fifth Prize |
When choosing the second prize, there are only 4 possible outcomes. This is because one of the five prizes has already been chosen for the first prize.
First Prize | 5 choices |
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Second Prize | 4 choices |
Third Prize | |
Fourth Prize | |
Fifth Prize |
For the same reason, there are 3 choices for the third prize, 2 choices for the fourth prize, and only 1 choice for the fifth prize.
First Prize | 5 choices |
---|---|
Second Prize | 4 choices |
Third Prize | 3 choices |
Fourth Prize | 2 choices |
Fifth Prize | 1 choice |
First Prize | Teddy Bear |
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Second Prize | |
Third Prize | CD |
Fourth Prize | |
Fifth Prize |
The second prize could be the sunglasses, the basketball, or the cinema ticket. There are 3 options for the second prize.
First Prize | Teddy Bear |
---|---|
Second Prize | 3 options |
Third Prize | CD |
Fourth Prize | |
Fifth Prize |
The fourth prize cannot be the teddy bear, the CD, or the second prize. This means that there are 2 options left for the fourth prize. Similarly, there is only 1 option left for the fifth prize after the fourth prize is chosen.
First Prize | Teddy Bear |
---|---|
Second Prize | 3 options |
Third Prize | CD |
Fourth Prize | 2 options |
Fifth Prize | 1 option |
Right before the event, a new sponsor decided to give Tiffaniqua a bunch of new prizes for her raffle! It was too late to change the way the raffle works to accommodate the new prizes. Instead, Tiffaniqua decided to have a side raffle!
When someone wants to take part in the side raffle, they draw a random prize from a box of 20 prizes. The big box contains prizes like a pair of gloves and a pair of socks.
We want to calculate the number of three-digit numbers where all the digits are odd. There are 5 odd digits. 1, 3, 5, 7, 9 Making a three-digit number can be seen as a compound event, where the simple events are choosing the first digit, the second digit, and then the third digit. Each of the simple events has 5 possible outcomes. To find the number of possible outcomes of the compound event, we can use the Fundamental Counting Principle. ccccc First Digit&Second Digit&Third Digit 5&5&5 The number of possible three-digit numbers with all digits odd is equal to this product. 5*5*5=125
Next, we will calculate the number of three digit numbers with all digits even. There are 5 even digits. 0, 2, 4, 6, 8 Writing a three-digit number can be seen as a compound event, consisting of three simple events — one for choosing each digit. There are 5 possible digits for the second and third digit. However, the first digit of a three-digit number cannot be 0, so there are only 4 possible digits for the first digit of the number. cccc First Digit&Second Digit&Third Digit 4&5&5 By the Fundamental Counting Principle, the number of possible three-digit numbers with all digits even is equal to the product of the number of options for each digit. 4*5*5=100
A three-digit number is randomly chosen.
We randomly choose a three-digit number and want to find the probability that the second digit is even. Randomly choosing a three-digit number can be seen as a compound event consisting of three simple events — choosing the first, second, and third digit.
There are 10 options for the second and third digits, but only 9 for the first digit, since 0 cannot be the first digit of a three-digit number. By the Fundamental Counting Principle, the number of possible outcomes of randomly choosing a three-digit number is the product of the numbers of possible first, second, and third digits. ccccc First Digit&&Second Digit&&Third Digit 9&*&10&*&10 This means that there are 900 possible three-digit numbers, so there are 900 possible outcomes. 9*10*10=900 Next, let's find the number of positive outcomes. Every positive outcome must have an even second digit. There are 5 even digits, so there are 5 positive outcomes when choosing the second digit. ccccc First Digit&&Second Digit&&Third Digit &&5&& There are no restrictions on the first and third digits, so there are 9 and 10 positive outcomes when choosing the first and third digits, respectively. By the Fundamental Counting Principle, the number of positive outcomes is the product of the numbers of positive outcomes of choosing the first, second, and third digits. ccccc First Digit&&Second Digit&&Third Digit 9&*&5&*&10 There are 450 positive outcomes. 9*5*10=450 The probability of a randomly chosen three-digit number having an even second digit is the quotient of the number of positive outcomes to the total number of possible outcomes. Remember, there are 450 positive outcomes and 900 possible outcomes.
The probability that the second digit is even is 450900, or 12, which is equal to 50 %.
Next, we will find the probability that the third digit of a randomly chosen three-digit number is 1 or 7. First, let's find the number of positive outcomes. The first digit cannot be 0 and the third digit must be 1 or 7, so there are 9 outcomes for choosing the first digit, 10 outcomes for choosing the second, and 2 outcomes for choosing the third. ccccc First Digit&&Second Digit&&Third Digit 9&& 10&& 2 By the Fundamental Counting Principle, the number of positive outcomes is equal to the product of the number of positive outcomes of the simple events. This means that there are 180 positive outcomes. 9*10*2=180 As we found in Part A, there are 900 possible outcomes. The probability of a randomly chosen three-digit number having 1 or 7 as the third digit is the quotient of the number of positive outcomes to the total number of possible outcomes. Remember, there are 180 positive outcomes.
The probability that the third digit is 1 or 7 is 180900, or 15, which is equal to 20 %.
Now we will find the probability that all the digits of a randomly chosen three-digit number are different. As before, we think of choosing a three-digit number as a compound event consisting of three simple events for choosing each digit. As we found in Part A, there are 900 possible outcomes. ccccc First Digit&&Second Digit&&Third Digit 9&*&10&*&10 Let's find the number of positive outcomes. When choosing the first digit, there are 9 possible outcomes, as the first digit cannot be 0. ccccc First Digit&&Second Digit&&Third Digit 9&&&& There are also 9 possible outcomes of choosing the second digit. This is because there are 10 possible digits to choose from, but the first digit cannot be repeated. ccccc First Digit&&Second Digit&&Third Digit 9&& 9&& Similarly, there are 8 outcomes when choosing the third digit — there are 10 possible digits, but the first or second digits cannot be repeated. ccccc First Digit&&Second Digit&&Third Digit 9&& 9&& 8 By the Fundamental Counting Principle, the number of positive outcomes of choosing the number is equal to the product of the numbers of positive outcomes of choosing the first, second, and third digits. 9* 9 * 8 = 648 There are 648 positive outcomes. The probability that a random three-digit number has three different digits is the quotient of the number of positive outcomes to the number of possible outcomes. Remember, there are 900 possible outcomes.
The probability that all the digits of a random three-digit number are different is 1825, or 72 %.
We are given a set of 4 numbers. {12, 58, 79, 20} We want to find the number of ways in which the numbers in the set can be ordered. Every ordering is a permutation of the set. The number of permutations can be calculated using the Fundamental Counting Principle.
Fundamental Counting Principle |- If an event A has n possible outcomes and an event B has m possible outcomes, then the total number of different outcomes for A and B combined is n * m.
Ordering the set can be seen as a compound event that consists of 4 simple events — choosing the first number, choosing the second number, choosing the third number, and choosing the fourth number. When choosing the first number, there are 4 options. ccccccc First Number && Second Number && Third Number && Fourth Number 4&&&& When choosing the second number, there are only 3 options, as one of the numbers in the set has already been chosen. Similarly, there are 2 options when choosing the third number and just 1 number when choosing the fourth number. ccccccc First Number && Second Number && Third Number && Fourth Number 4&& 3&& 2&& 1 By the Fundamental Counting Principle, the total number of outcomes is equal to the product of the numbers of outcomes of the simple events. ccccccc First Number && Second Number && Third Number && Fourth Number 4&*&3&*&2&*&1 The total number of outcomes is 24. There are 24 permutations of the given set, so there are 24 possible orders of the four numbers.
We want to find the probability that, when randomly ordering the given set, we end up with the set ordered in decreasing order. There is only 1 way for the set to be ordered in decreasing order. {79 58 20 12} As we found in Part A, there are 24 ways to order the given set. The probability that the set is in decreasing order is equal to the quotient of the number of positive outcomes to the number of possible outcomes. P(decreasing order)=1/24
Finally, we will find the probability that 12 is not the first number. To find the number of positive outcomes, we will once again consider ordering the given set as a compound event that consists of 4 simple events for choosing each number. When choosing the first number, there are 3 options, as 12 cannot be chosen. ccccccc First Number && Second Number && Third Number && Fourth Number 3&&&& When choosing the second number, there are also 3 options. This is because, while the first number cannot be chosen anymore, 12 becomes available. There are 2 options when choosing the third number and just 1 number when choosing the fourth number. ccccccc First Number && Second Number && Third Number &&s Fourth Number 3&& 3&& 2&& 1 Let's use the Fundamental Counting Principle! ccccccc First Number && Second Number && Third Number && Fourth Number 3&*&3&*&2&*&1 The total number of outcomes is 18. There are 18 positive outcomes. In Part A, we found that there are 24 total outcomes. P(12not first) = 18/24 ⇓ P(12not first) = 0.75 The probability that 12 is not the first number is 0.75.
We are given a set with 10 elements. Three numbers are drawn with replacement from the set. We want to find the probability that all three numbers are even. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} Drawing three numbers with replacement is a compound event consisting of three simple events - drawing the first, second, and third numbers. The Fundamental Counting Principle tells us that the total number of possible outcomes is equal to the product of the number of outcomes of each simple event.
Fundamental Counting Principle |- If an event A has n possible outcomes and an event B has m possible outcomes, then the total number of different outcomes for A and B combined is n * m.
Each of the simple events has 10 possible outcomes because the set has 10 elements and each number is drawn from the full set. ccccccc First Number && Second Number && Third Number 10&*& 10&*& 10 This means that there are 1000 possible outcomes. Next, let's find the number of positive outcomes. There are 5 even numbers in the set. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} This means that there are 5 positive outcomes for choosing each number. Using the Fundamental Counting Principle again, the number of positive outcomes when drawing 3 numbers is the product of the numbers of positive outcomes for choosing each number. ccccccc First Number && Second Number && Third Number 5&*& 5&*& 5 There are 125 positive outcomes. The probability that all drawn numbers are even is the quotient of the number of positive outcomes and the number of possible outcomes. P(all numbers even) = 125/1000 ⇕ P(all numbers even) = 0.125
Next, we will find the probability that the first number drawn is divisible by 3 and the third number is greater than 6. In the given set, there are 3 numbers divisible by 3. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} This means that there are 3 positive outcomes when choosing the first number. There are no restrictions on the second number, so there are 10 positive outcomes of choosing the second number. Finally, there are 4 numbers greater than 6 in the set, so there are 4 positive outcomes when choosing the third number. ccccccc First Number && Second Number && Third Number 3&*& 10&*& 4 By the Fundamental Counting Principle, there are 3*10* 4, or 120, positive outcomes. We know from Part A that there are 1000 possible outcomes. The probability that the first number is divisible by 3 and the third number is greater than 6 is the quotient of the number of positive outcomes and the number of possible outcomes. P(1st divisible by3, 3rd greater than6) = 120/1000 ⇕ P(1st divisible by3, 3rd greater than6) = 0.12
Finally, we will find the probability that the first number drawn is odd, the second number is divisible by 3, and the third number is not greater than 4. In the given set, there are 5 odd numbers, 3 numbers that are divisible by 3, and 4 numbers not greater than 4. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} This means that there are 5 positive outcomes when choosing the first number, 3 positive outcomes of choosing the second number, and 4 positive outcomes when choosing the third number. Let's use the Fundamental Counting Principle. ccccccc First Number && Second Number && Third Number 5&*& 3&*& 4 There are 60 positive outcomes. We know from Part A that there are 1000 possible outcomes. The probability that the first number drawn is odd, the second number is divisible by 3, and the third number is not greater than 4 is the quotient of the number of positive outcomes and the number of possible outcomes. 60/1000 = 0.06
We are given a set with 10 elements. Three numbers are drawn without replacement from the set. We want to find the probability that all three numbers are even. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} Drawing three numbers without replacement is a compound event consisting of three simple events - drawing the first, second, and third numbers. The Fundamental Counting Principle tells us that the total number of possible outcomes is equal to the product of the number of outcomes of each simple event.
Fundamental Counting Principle |- If an event A has n possible outcomes and an event B has m possible outcomes, then the total number of different outcomes for A and B combined is n * m.
Drawing the first number has 10 possible outcomes because the set has 10 elements. Drawing the second number has 9 possible outcomes, as the first number drawn is removed from the set. Similarly, drawing the third number has 8 possible outcomes. ccccccc First Number && Second Number && Third Number 10&*& 9&*& 8 This means that there are 720 possible outcomes. Next, let's find the number of positive outcomes. There are 5 even numbers in the set. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} This means that there are 5 positive outcomes for choosing the first number. After the first even number is drawn, only 4 even numbers remain, so there are 4 positive outcomes for drawing the second number. Similarly, there are 3 positive outcomes for choosing the third number. ccccccc First Number && Second Number && Third Number 5&*& 4&*& 3 By the Fundamental Counting Principle, the number of positive outcomes is the product of the numbers of positive outcomes for choosing each number. This means that there are 60 positive outcomes. The probability that all drawn numbers are even is the quotient of the number of positive outcomes and the number of possible outcomes. P(all numbers even) = 60/720 ⇕ P(all numbers even) = 1/12
Next, we will find the probability that the first two numbers drawn are both greater than 6. Let's find the number of positive outcomes! In the set, there are 4 numbers greater than 6. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} This means that there are 4 positive outcomes when choosing the first number. When choosing the second number, only 3 numbers greater than 6 remain, so there are 3 positive outcomes. There are no extra restrictions on the last number, so there are 8 positive outcomes of choosing the last number. ccccccc First Number && Second Number && Third Number 4&*& 3&*& 8 By the Fundamental Counting Principle, there are 4*3* 8, or 96, positive outcomes. We know from Part A that there are 720 possible outcomes. The probability that the first two numbers drawn are greater than 6 is the quotient of the number of positive outcomes and the number of possible outcomes. P(first two numbers greater than6) = 96/720 ⇕ P(first two numbers greater than6) = 2/15
Finally, we will find the probability that all three numbers drawn are divisible by 4. There are 2 numbers divisible by 4 in the given set. {1, 2, 3, 4, 5, 6, 7, 8, 9, 10} There are 2 positive outcomes when choosing the first number. After the first number is drawn, 1 number divisible by 4 remains in the set, so there is only 1 positive outcome for choosing the second number. There are no numbers divisible by 4 left when drawing the last number, so there are 0 positive outcomes for choosing the third number. ccccccc First Number && Second Number && Third Number 2&*& 1&*& 0 By the Fundamental Counting Principle, there are 0 positive outcomes! We know from Part A that there are 720 possible outcomes. The probability all the numbers drawn are divisible by 4 is the quotient of the number of positive outcomes to the number of possible outcomes. There are 0 positive outcomes, so the probability is 0. P(all numbers divisible by4) = 0