Probability - Tables, statistics, and probability - Data analysis

PSAT/NMSQT Prep 2022 - Eggert M.D., Strelka A. 2022

Probability
Tables, statistics, and probability
Data analysis

LEARNING OBJECTIVE

After this lesson, you will be able to:

· Calculate probabilities based on data sets

To answer a question like this:

Levels Passed in Video Game

Name

Levels Passed

Imani

3

Micah

7

Corentin

5

Marco

4

Dikembe

1

Rachel

10

image The above table shows how many levels each player passed in the same video game. If these players represent a random sample, what is the probability that a given player will pass at least four levels in this game?

A. 25%

B. 33%

C. 50%

D. 67%

You need to know this:

Probability is a fraction or decimal between 0 and 1 comparing the number of desired outcomes to the number of total possible outcomes. A probability of 0 means that an event will not occur; a probability of 1 means that it definitely will occur. The formula is as follows:

image

For instance, if you roll a six-sided die, each side showing a different number from 1 to 6, the probability of rolling a number higher than 4 is image, because there are two numbers higher than 4 (5 and 6) and six numbers total (1, 2, 3, 4, 5, and 6).

To find the probability that an event will not happen, subtract the probability that the event will happen from 1. Continuing the previous example, the probability of not rolling a number higher than 4 would be:

image

The PSAT tends to test probability in the context of data tables. Using a table, you can find the probability that a randomly selected data value (be it a person, object, etc.) will fit a certain profile. For example, the following table summarizing a survey on water preference might be followed by a question asking for the probability that a person randomly selected for a follow-up survey falls into a given category.


Tap

Carbonated

Bottled

Total

Urban

325

267

295

887

Rural

304

210

289

803

Total

629

477

584

1,690

If the question asked for the probability of randomly selecting an urbanite who prefers tap water from all the participants of the original survey, you would calculate it using the same general formula as before:

image

If the question asked for the probability of randomly selecting an urbanite for the follow-up survey, given that the chosen participant prefers tap water, the setup is a little different. This time, the number of possible outcomes is the total participants who prefer tap water, which is 629, not the grand total of 1,690. The ­calculation is now:

image

Conversely, if you needed to find the probability of selecting someone who prefers tap water for the follow-up survey, given that the chosen participant is from an urban area, the new number of possible outcomes would be the urban participant total (887). The calculation becomes:

image

You need to do this:

· Determine the number of desired and total possible outcomes by looking at the table.

· Read the question carefully when determining the number of possible outcomes: do you need the entire set or a subset?

Explanation:

Use the probability formula: image. The numerator is the number of people who can pass at least four levels, which is 4. The total number of people in the data table are 6. So, image. The closest answer to this is (D).

Try on Your Own

Directions: Take as much time as you need on these questions. Work carefully and methodically. There will be an opportunity for timed practice at the end of the chapter.


Apples

Berries

Pears

Oranges

Exotics

Total

Frankie

30

32

22

18

13

115

Bao

18

28

27

24

15

112

Craig

37

31

18

31

22

139

Ekanta

28

35

32

15

24

134

Total

113

126

99

88

74

500

18. Frankie, Bao, Craig, and Ekanta are selling boxes of fruit to raise money for a senior class trip. The summary of their sales is provided in the table above. The students decide to give away a free box of fruit to someone who purchased from them. Assuming no buyers purchased more than one box of fruit, what is the probability that the randomly selected buyer had previously purchased a box of berries or exotic fruit?

image

Questions 19 and 20 refer to the following information.


Winter

Spring

Summer

Fall

Total

Apples

38

40

52

85

215

Bananas

47

53

50

30

180

Oranges

43

66

82

44

235

Pineapples

22

41

46

11

120

Total

150

200

230

170

750

The table above shows the number of apples, bananas, oranges, and pineapples sold at Freddie’s Fruit Stand during each of the four seasons in 2018.

19. image Of the following, which is closest to the percentage of all the pieces of fruit sold that were bananas?

A. 15%

B.20%

C.24%

D. 30%

HINT: See if you can answer Q20 without actually calculating exactly what percentage of fruit sold is pineapples.

20. image For which season did pineapples make up the largest percentage of the total pieces of fruit sold?

A. Winter

B.Spring

C.Summer

D. Fall


Strongly Disagree

Disagree

Agree

Strongly Agree

Total

Freshmen

35

40

24

36

135

Sophomores

37

28

12

23

100

Juniors

24

22

36

38

120

Seniors

30

40

21

24

115

Total

126

130

93

121

470

21. image Students at Fairview High School were asked to rate their level of agreement with the school’s decision to change the school colors from blue and white to maroon and orange. The results are shown in the table above, by level of agreement and class of student. If underclassmen are defined as freshmen and sophomores, what percentage of underclassmen agree or strongly agree with the new policy? Round your answer to the nearest whole number and ignore the percent sign when gridding your response.

image

HINT: Take the time to make sure you’re pulling the correct information from the table and graph for Q22.

Table 1

Age of Orange Trees

Percent Distribution

Less than 3 years old

15%

3—5 years old

20%

6—10 years old

25%

Older than 10 years

40%

A large fruit orchard has 2,500 orange trees. Table 1 above shows the distribution of ages of the orange trees in the orchard. A county inspector has been notified that a highly contagious bacterial disease called citrus canker has infected some of the orange trees. The inspector randomly tests 4% of each age group of the trees. Her findings are shown in Table 2 below.

Table 2

Age of Orange Trees

Number with Citrus Cankers

Less than 3 years old

8

3—5 years old

6

6—10 years old

8

Older than 10 years

3

22. What is the probability that an orange tree selected at random from the tested trees less than 3 years old will have citrus canker?

A. 0.03

B.0.12

C.0.15

D. 0.53