Problem-Solving and Data Analysis

179 soru

Soru 141Soru

A hybrid vehicle uses 22 gallons of fuel to travel 8080 miles in the city, and 2.52.5 gallons of fuel to travel 120120 miles on the highway. A driver takes a trip that includes 4040 miles of city driving and 180180 miles of highway driving. What is the total number of gallons of fuel the vehicle is expected to use for the entire trip?

Cevabı ve açıklamayı göster

Cevap: 4.75

Cevap

4.75
The correct answer is 4.75 (or 19/4). The city fuel economy is 40 miles per gallon (80 miles / 2 gallons), and the highway fuel economy is 48 miles per gallon (120 miles / 2.5 gallons). For the city portion of 40 miles, the vehicle uses 1 gallon of fuel (40 miles / 40 mpg). For the highway portion of 180 miles, the vehicle uses 3.75 gallons of fuel (180 miles / 48 mpg). The total fuel used for the entire trip is 1 + 3.75 = 4.75 gallons.

Adım Adım Çözüm

1
Calculate the fuel economy rate in miles per gallon for city driving.
4040 miles per gallon
Divide 8080 miles by 22 gallons to find how many miles can be traveled per gallon of fuel in the city.
2
Calculate the fuel economy rate in miles per gallon for highway driving.
4848 miles per gallon
Divide 120120 miles by 2.52.5 gallons to find how many miles can be traveled per gallon of fuel on the highway.
3
Find the amount of fuel used for the city portion of the trip.
11 gallon
Divide the city distance of the trip (4040 miles) by the city fuel rate (4040 miles per gallon).
4
Find the amount of fuel used for the highway portion of the trip.
3.753.75 gallons
Divide the highway distance of the trip (180180 miles) by the highway fuel rate (4848 miles per gallon).
5
Calculate the total fuel used for the entire trip.
4.754.75 gallons
Sum the city fuel used (11 gallon) and the highway fuel used (3.753.75 gallons).

Anahtar Kavram

Calculating and applying distinct rates to different portions of a trip.
Soru 142Soru

The number of active participants in an online educational forum has been growing exponentially since the forum was launched. At the launch of the forum (t=0t = 0), there were 5,0005,000 active participants. Two months after the launch (t=2t = 2), there were 7,2007,200 active participants. If the number of active participants continues to grow exponentially at this constant monthly percent rate, what is the number of active participants in the forum four months after the launch (t=4t = 4)?

Cevabı ve açıklamayı göster

Cevap: 10368

Cevap

The correct number of active participants in the forum four months after the launch is 10,368.
To find the number of participants at t=4t = 4, we identify that the growth is exponential, meaning the population increases by a constant factor over equal time intervals. Since the population grew from 5,0005,000 to 7,2007,200 over a 2-month interval, the 2-month growth factor is 72005000=1.44\frac{7200}{5000} = 1.44. Because the interval from t=2t = 2 to t=4t = 4 is also exactly 2 months, the population will increase by the same factor of 1.441.44 again. Thus, the population at t=4t = 4 is 7200×1.44=103687200 \times 1.44 = 10368.

Adım Adım Çözüm

1
Set up the general exponential growth model equation.
P(t)=P0btP(t) = P_0 \cdot b^t, where P(t)P(t) is the number of participants at time tt months, P0P_0 is the initial number of participants, and bb is the monthly growth factor.
Establishing the model is necessary to use the given data to solve for unknowns.
2
Solve for the growth factor squared (b2b^2) using the given data points.
7200=5000b2    b2=72005000=1.447200 = 5000 \cdot b^2 \implies b^2 = \frac{7200}{5000} = 1.44. Taking the square root gives a monthly growth factor of b=1.2b = 1.2.
Determining the growth factor allows us to project the population for future times.
3
Calculate the active participant population at t=4t = 4 using the growth factor.
P(4)=P(2)b2=72001.44=10368P(4) = P(2) \cdot b^2 = 7200 \cdot 1.44 = 10368 (or P(4)=5000(1.2)4=10368P(4) = 5000 \cdot (1.2)^4 = 10368).
Finding the number of participants four months after launch answers the question.

Anahtar Kavram

Linear and Exponential Growth
Soru 143Soru

A scientist measures the concentration of a chemical solution across five different trials. The concentrations recorded for the first four trials are 12.112.1 grams per liter (g/L\text{g/L}), 12.2 g/L12.2\text{ g/L}, 12.4 g/L12.4\text{ g/L}, and 12.5 g/L12.5\text{ g/L}. The concentration for the fifth trial is x g/Lx\text{ g/L}, where x<12.0x < 12.0. If the mean of the concentrations from all five trials is equal to their median, what is the value of xx?

Cevabı ve açıklamayı göster

Cevap: 11.8

Cevap

11.8
The correct answer is 11.811.8. Since x<12.0x < 12.0, sorting the five trial concentrations in ascending order gives xx, 12.112.1, 12.212.2, 12.412.4, and 12.512.5. The median is the middle value of this ordered list, which is 12.212.2. The mean is the sum of the five values divided by 55, which is x+12.1+12.2+12.4+12.55=x+49.25\frac{x + 12.1 + 12.2 + 12.4 + 12.5}{5} = \frac{x + 49.2}{5}. Setting the mean equal to the median gives the equation x+49.25=12.2\frac{x + 49.2}{5} = 12.2. Multiplying both sides by 55 yields x+49.2=61x + 49.2 = 61. Subtracting 49.249.2 from both sides gives x=11.8x = 11.8.

Adım Adım Çözüm

1
Order the data set in ascending order using the condition x<12.0x < 12.0.
x,12.1,12.2,12.4,12.5x, 12.1, 12.2, 12.4, 12.5
To find the median, the values must be listed in order. Since xx is less than 12.012.0, it must be the smallest value in the data set.
2
Identify the median of the five trials.
12.212.2
For a set of 55 ordered values, the median is the third value.
3
Write an equation representing the mean of the five trials set equal to the median.
x+12.1+12.2+12.4+12.55=12.2\frac{x + 12.1 + 12.2 + 12.4 + 12.5}{5} = 12.2
The problem states that the mean of the five concentrations is equal to their median.
4
Solve the equation for xx.
x=11.8x = 11.8
Multiply both sides of the equation by 55 to get x+49.2=61.0x + 49.2 = 61.0, then subtract 49.249.2 from both sides.

Anahtar Kavram

Calculating the mean and identifying the median of a data set, and solving for an unknown variable under inequality constraints.
Soru 144Soru

A local library recorded the number of books checked out by 9 patrons on a certain day. The numbers of books checked out were:

2,3,3,5,6,7,8,9,122, 3, 3, 5, 6, 7, 8, 9, 12

If a 10th patron who checked out xx books is included, the mean of the numbers of books checked out by the 10 patrons is equal to the median of the numbers of books checked out by the 10 patrons. If xx is a positive integer, what is the value of xx?

Cevabı ve açıklamayı göster

Cevap: 10

Cevap

10
To find the value of xx, we first find the sum of the 9 given numbers: 2+3+3+5+6+7+8+9+12=552 + 3 + 3 + 5 + 6 + 7 + 8 + 9 + 12 = 55. When a 10th number xx is added, the mean of the 10 numbers is 55+x10\frac{55 + x}{10}. Since xx is a positive integer, we analyze the median of the 10 numbers depending on the value of xx. If x8x \ge 8, the sorted list of the 10 numbers is 2,3,3,5,6,7,8,9,12,x2, 3, 3, 5, 6, 7, 8, 9, 12, x (with the positions of 99, 1212, and xx potentially rearranged depending on how large xx is). In this case, the 5th and 6th numbers in the sorted list are 66 and 77. Thus, the median is 6+72=6.5\frac{6 + 7}{2} = 6.5. Setting the mean equal to the median gives 55+x10=6.5\frac{55 + x}{10} = 6.5, which simplifies to 55+x=6555 + x = 65, or x=10x = 10. Since 1010 is indeed a positive integer and is 8\ge 8, 1010 is the correct answer.

Adım Adım Çözüm

1
Find the sum of the original 9 data points.
Sum = 55
This is needed to write the formula for the mean of the 10 data points: Mean = (55 + x)/10.
2
Determine the median of the 10 data points when x is a large positive integer.
Median = 6.5
For x >= 8, the ordered dataset is 2, 3, 3, 5, 6, 7, 8, 9, 12, x. The median of a 10-element dataset is the average of the 5th and 6th elements (6 and 7), which is 6.5.
3
Equate the mean and median expressions and solve for x.
x = 10
Setting (55 + x)/10 = 6.5 gives 55 + x = 65, which results in x = 10. Since 10 is a positive integer and is greater than or equal to 8, it is the correct value.

Anahtar Kavram

Calculating and comparing the mean and median of a dataset after adding a new value.
Soru 145Soru

A software developer recorded the number of software bugs resolved each day for 20 days, as shown in the table below.

Bugs ResolvedNumber of Days
02
14
27
35
42

On the 21st day, the developer resolved 10 bugs. Which of the following statements best describes the effect of this new data point on the mean and the median of the dataset?

Cevabı ve açıklamayı göster

Cevap: The mean increases, and the median remains the same.

Cevap

The mean increases, and the median remains the same.
The mean is sensitive to extreme values, so adding a value of 10, which is significantly larger than the initial mean of 2.05, increases the mean of the dataset. The median is resistant to extreme values; since the 11th value of the sorted 21-element dataset is still 2, the median remains unchanged.

Adım Adım Çözüm

1
Calculate the initial mean and median of the dataset.
The initial mean is 2.05 and the initial median is 2.
The sum of the values is (0 * 2) + (1 * 4) + (2 * 7) + (3 * 5) + (4 * 2) = 41. With 20 days, the mean is 41 / 20 = 2.05. The median of 20 values is the average of the 10th and 11th values when sorted. Ordering the frequencies shows that indices 7 through 13 contain the value 2, so both the 10th and 11th values are 2, giving a median of 2.
2
Calculate the new mean and median after adding the 21st data point (10).
The new mean is approximately 2.43 and the new median is 2.
The new sum of values is 41 + 10 = 51. With 21 days, the new mean is 51 / 21 ≈ 2.43. The median of 21 values is the 11th value in the sorted list. Since the 11th value is still within the group of 2s (indices 7 through 13), the new median is 2.
3
Compare the initial values to the new values to determine the overall changes.
The mean increases from 2.05 to 2.43, while the median remains 2.
Comparing the results shows that the mean increases and the median remains the same.

Anahtar Kavram

Effect of outliers on measures of center (mean vs. median)
Tahmini Süre:1m 30s
Soru 146Soru

An investment account and a savings account are opened at the same time. The value of the investment account, in dollars, is modeled by the function I(t)=5,000(1.08)tI(t) = 5,000(1.08)^t, where tt is the number of years since the account was opened. The value of the savings account increases linearly by $400\$400 each year, starting with an initial deposit of $5,000\$5,000. What is the difference, in dollars, between the value of the investment account and the value of the savings account 22 years after they are opened?

Cevabı ve açıklamayı göster

Cevap: 32

Cevap

The difference between the values of the two accounts after 2 years is 32 dollars.
The correct answer of 32 is found by evaluating both account models at 2 years. The investment account value is 5,000(1.08)2=5,8325,000(1.08)^2 = 5,832, and the savings account value is 5,000+400(2)=5,8005,000 + 400(2) = 5,800. Subtracting the two values yields a difference of 32.

Adım Adım Çözüm

1
Calculate the value of the investment account after 2 years.
I(2)=5,000(1.08)2=5,000(1.1664)=5,832I(2) = 5,000(1.08)^2 = 5,000(1.1664) = 5,832
The investment account grows exponentially, so we substitute t=2t = 2 into the given exponential model.
2
Determine the linear equation for the savings account and calculate its value after 2 years.
S(t)=5,000+400tS(t) = 5,000 + 400t, so S(2)=5,000+400(2)=5,800S(2) = 5,000 + 400(2) = 5,800
The savings account grows linearly by a constant rate of 400peryearfromaninitialdepositof400 per year from an initial deposit of 5,000.
3
Find the difference between the two account values.
5,8325,800=325,832 - 5,800 = 32
To find how much more the investment account is worth, subtract the savings account value from the investment account value.

Anahtar Kavram

Distinguishing between and calculating values for linear growth (constant addition per time unit) and exponential growth (constant percentage multiplication per time unit).
Soru 147Soru

A small design firm employs 1010 people. The mean of their annual salaries is $50,000\$50,000, and the median is $48,000\$48,000. The employee with the highest salary of $95,000\$95,000 receives a $10,000\$10,000 raise, while the salaries of all other employees remain unchanged. What are the mean and the median of the salaries after the raise?

Cevabı ve açıklamayı göster

Cevap: Mean: $51,000\$51,000; Median: $48,000\$48,000

Cevap

The new mean salary is $51,000\$51,000 and the new median salary is $48,000\$48,000.
The correct option correctly identifies that the mean salary increases to $51,000\$51,000 and the median salary remains at $48,000\$48,000. Since the sum of the salaries increases by $10,000\$10,000 and there are 1010 employees, the mean increases by $10,000÷10=$1,000\$10,000 \div 10 = \$1,000, resulting in a new mean of $51,000\$51,000. Because the raise is given to the employee who already earns the highest salary, the sorted order of the salaries is unaffected, meaning the middle values remain unchanged, so the median remains $48,000\$48,000.

Adım Adım Çözüm

1
Calculate the new mean salary by finding the effect of the salary raise on the average.
The total sum of all salaries increases by $10,000\$10,000. Since there are 1010 employees, the mean salary increases by $10,00010=$1,000\frac{\$10,000}{10} = \$1,000. Therefore, the new mean is $50,000+$1,000=$51,000\$50,000 + \$1,000 = \$51,000.
The mean is calculated as the sum of all values divided by the number of values. A change in the sum changes the mean proportionally.
2
Determine the new median salary by analyzing if the order of the dataset has changed.
The raise is given to the employee who already has the highest salary of $95,000\$95,000. Since this remains the highest salary (now $105,000\$105,000), the sorted order of the 1010 salaries does not change. The median is the average of the 5th and 6th values in the sorted list, which remain unchanged. Thus, the median remains $48,000\$48,000.
The median represents the middle value of a sorted dataset and is insensitive to changes in extreme values that do not alter the sorted sequence.

Anahtar Kavram

Understanding how individual data point adjustments affect the mean and median of a distribution.
Soru 148Soru

To create a specific shade of green paint, a painter mixes yellow paint and blue paint in a ratio of 3:53:5 by volume. To create a specific shade of teal paint, the painter mixes yellow paint and blue paint in a ratio of 1:31:3 by volume. If the painter mixes equal volumes of the green paint and the teal paint to create a new mixture, what is the ratio of yellow paint to blue paint in the new mixture?

Cevabı ve açıklamayı göster

Cevap: 5:11

Cevap

The ratio of yellow paint to blue paint in the new mixture is 5:11.
The correct answer is the option stating a ratio of 5:11. To find the ratio of yellow paint to blue paint in the final mixture, we first express the composition of each initial paint as fractions of the whole. For the green paint, yellow is 38\frac{3}{8} and blue is 58\frac{5}{8} of the volume. For the teal paint, yellow is 14\frac{1}{4} (or 28\frac{2}{8}) and blue is 34\frac{3}{4} (or 68\frac{6}{8}) of the volume. When equal volumes of the two paints are combined, the total fraction of yellow paint in the mixture is the average of the two individual yellow fractions, 12(38+28)=516\frac{1}{2} \left(\frac{3}{8} + \frac{2}{8}\right) = \frac{5}{16}. Similarly, the total fraction of blue paint is 12(58+68)=1116\frac{1}{2} \left(\frac{5}{8} + \frac{6}{8}\right) = \frac{11}{16}. Thus, the ratio of yellow paint to blue paint in the final mixture is 5:115:11.

Adım Adım Çözüm

1
Determine the fraction of yellow paint and blue paint in each of the two initial paint mixtures.
For the green paint, the ratio of yellow to blue is 3:53:5, meaning yellow paint is 33+5=38\frac{3}{3+5} = \frac{3}{8} of the volume, and blue paint is 58\frac{5}{8} of the volume. For the teal paint, the ratio of yellow to blue is 1:31:3, meaning yellow paint is 11+3=14\frac{1}{1+3} = \frac{1}{4} of the volume, and blue paint is 34\frac{3}{4} of the volume.
Converting part-to-part ratios into part-to-whole fractions is necessary to determine the absolute quantities of each component in a mixture of equal volumes.
2
Calculate the total fraction of yellow paint and blue paint in the combined mixture.
Since equal volumes VV of each paint are mixed, the total volume of the new mixture is 2V2V. The total volume of yellow paint is 38V+14V=38V+28V=58V\frac{3}{8}V + \frac{1}{4}V = \frac{3}{8}V + \frac{2}{8}V = \frac{5}{8}V. The total volume of blue paint is 58V+34V=58V+68V=118V\frac{5}{8}V + \frac{3}{4}V = \frac{5}{8}V + \frac{6}{8}V = \frac{11}{8}V.
Adding the parts of each ingredient from both paint types gives the total volume of each ingredient in the new mixture.
3
Find the ratio of yellow paint to blue paint in the final mixture by comparing their volumes.
The ratio of yellow paint to blue paint in the combined mixture is 58V:118V\frac{5}{8}V : \frac{11}{8}V, which simplifies to 5:115:11.
Simplifying the ratio of the volumes of yellow and blue paint gives the final part-to-part ratio for the new mixture.

Anahtar Kavram

Combining mixtures of different part-to-part ratios by converting them to part-to-whole fractions relative to a common total volume.
Tahmini Süre:1m 30s
Soru 149Soru

At the start of 20182018, City A and City B each recycled 12,00012,000 tons of plastic. For the next several years, the annual amount of plastic recycled in City A increased by 800800 tons each year. During the same period, the annual amount of plastic recycled in City B increased by 5%5\% each year. Which of the following is closest to the difference, in tons, between the annual amount of plastic recycled in City B and the annual amount of plastic recycled in City A at the start of 20232023?

Cevabı ve açıklamayı göster

Cevap: 685

Cevap

685 tons
The correct answer is 685. At the start of 2023, 5 years have elapsed since the start of 2018. City A's plastic recycling volume is modeled by a linear equation: 12,000+800(5)=16,00012,000 + 800(5) = 16,000 tons. City B's plastic recycling volume is modeled by an exponential equation: 12,000(1.05)515,31512,000(1.05)^5 \approx 15,315 tons. The difference between these two volumes is 16,00015,315=68516,000 - 15,315 = 685 tons.

Adım Adım Çözüm

1
Determine the time interval from the start of 2018 to the start of 2023.
t=5t = 5 years
Calculating the difference in years between 2023 and 2018 gives the number of years of growth elapsed.
2
Model and calculate the amount of recycled plastic for City A at t=5t = 5.
A(5)=12,000+800(5)=16,000A(5) = 12,000 + 800(5) = 16,000 tons
City A experiences linear growth, increasing by a constant amount of 800 tons each year.
3
Model and calculate the amount of recycled plastic for City B at t=5t = 5.
B(5)=12,000(1+0.05)5=12,000(1.05)515,315.38B(5) = 12,000(1 + 0.05)^5 = 12,000(1.05)^5 \approx 15,315.38 tons
City B experiences exponential growth, increasing by a constant percentage of 5% each year.
4
Calculate the difference between the recycling amounts of the two cities.
16,00015,315.38684.62|16,000 - 15,315.38| \approx 684.62 tons
Subtracting the exponential growth value from the linear growth value yields the difference, which rounds to 685 tons.

Anahtar Kavram

Comparing linear and exponential growth models over a specified time interval.
Tahmini Süre:1m 30s
Soru 150Soru

An environmental science class recorded the daily PM2.5 air quality index (AQI) values for a city over a 7-day period. The recorded values for 6 of the days were 3838, 4242, 4545, 4949, 5252, and 5858. The AQI value for the 7th day, xx, is unknown. If the mean AQI value for the 7 days is 4848, what is the median AQI value for the 7 days?

Cevabı ve açıklamayı göster

Cevap: 49

Cevap

The median AQI value for the 7 days is 49.
The correct median is 49. Multiplying the mean of 48 by the 7 days yields a total sum of 336. Subtracting the sum of the 6 known days (284) gives the 7th day's value as 52. Ordering all 7 values from least to greatest (38,42,45,49,52,52,5838, 42, 45, 49, 52, 52, 58) reveals that the 4th value (the median) is 49.

Adım Adım Çözüm

1
Calculate the sum of all 7 AQI values using the given mean.
The total sum is 7×48=3367 \times 48 = 336.
The mean of a dataset is the sum of its values divided by the number of values, so the sum is the mean multiplied by the number of values.
2
Calculate the sum of the 6 known AQI values.
38+42+45+49+52+58=28438 + 42 + 45 + 49 + 52 + 58 = 284.
This determines the total contribution of the known days to the sum.
3
Find the 7th AQI value (xx).
x=336284=52x = 336 - 284 = 52.
Subtracting the sum of the 6 known values from the total sum gives the value of the 7th day.
4
Sort the complete list of 7 values in ascending order.
38,42,45,49,52,52,5838, 42, 45, 49, 52, 52, 58.
Finding the median requires arranging the data from least to greatest.
5
Identify the median.
The median is 4949.
For an odd number of values (7), the median is the middle value in the sorted list (the 4th value).

Anahtar Kavram

Calculating and comparing measures of center (mean and median) for a data distribution
Soru 151Soru

A scientist is tracking the growth of a cell culture. The cell culture's area, in square millimeters, can be modeled by either a linear function or an exponential function. The table below shows the area of the cell culture at the end of Day 1 and Day 2.

DayArea (square millimeters)
1150
2180

If the area of the cell culture grows exponentially, the area on Day 4 would be EE square millimeters. If the area grows linearly, the area on Day 4 would be LL square millimeters. What is the value of ELE - L?

Cevabı ve açıklamayı göster

Cevap: 19.2

Cevap

19.2
For the linear model, the growth is 3030 square millimeters per day, so the area on Day 4 is 150+3(30)=240150 + 3(30) = 240 square millimeters. For the exponential model, the growth factor is 1.21.2 per day, so the area on Day 4 is 150×(1.2)3=259.2150 \times (1.2)^3 = 259.2 square millimeters. The difference ELE - L is 259.2240=19.2259.2 - 240 = 19.2.

Adım Adım Çözüm

1
Determine the linear growth model and calculate the area on Day 4.
L=240L = 240
Under a linear growth model, the area increases by a constant amount each day. The difference between Day 1 and Day 2 is 180150=30180 - 150 = 30 square millimeters. Extending this pattern, the area on Day 3 is 180+30=210180 + 30 = 210 square millimeters, and the area on Day 4 is 210+30=240210 + 30 = 240 square millimeters.
2
Determine the exponential growth model and calculate the area on Day 4.
E=259.2E = 259.2
Under an exponential growth model, the area increases by a constant multiplier each day. The ratio of the area on Day 2 to Day 1 is 180150=1.2\frac{180}{150} = 1.2. Extending this pattern, the area on Day 3 is 180×1.2=216180 \times 1.2 = 216 square millimeters, and the area on Day 4 is 216×1.2=259.2216 \times 1.2 = 259.2 square millimeters.
3
Calculate the difference between the two models.
19.219.2
Subtract the linear model value from the exponential model value: EL=259.2240=19.2E - L = 259.2 - 240 = 19.2.

Anahtar Kavram

Distinguishing between linear growth (constant additive change) and exponential growth (constant multiplicative change).
Soru 152Soru

An agricultural drone sprays liquid fertilizer at a constant rate. The drone covers 33 acres of cropland every 2020 minutes. If the drone operates continuously at this rate, how many hours will it take the drone to spray 5454 acres of cropland?

Cevabı ve açıklamayı göster

Cevap: 6

Cevap

6
The correct answer is 6. Since the drone covers 33 acres every 2020 minutes, it covers 99 acres per hour because there are three 2020-minute intervals in one hour (3×3=93 \times 3 = 9). Dividing the total area of 5454 acres by the rate of 99 acres per hour gives 66 hours.

Adım Adım Çözüm

1
Set up a proportion to solve for the total time in minutes, tt.
320=54t\frac{3}{20} = \frac{54}{t}
Since the drone operates at a constant rate, the ratio of acres to minutes remains constant.
2
Solve for tt in minutes.
t=54×203=360t = \frac{54 \times 20}{3} = 360 minutes
Cross-multiply and solve for tt to find the total time needed to cover the cropland.
3
Convert the total time from minutes to hours.
360÷60=6360 \div 60 = 6 hours
Since 11 hour equals 6060 minutes, divide the total minutes by 6060 to obtain the final time in hours.

Anahtar Kavram

Setting up rates and solving multi-step proportions with unit conversions.
Soru 153Soru

A researcher wants to estimate the proportion of registered voters in a county who support a proposed sales tax increase. The county has 50,00050,000 registered voters. The researcher randomly selects 400400 registered voters from a list of those who voted in the most recent school board election. Of the selected voters, 60%60\% support the proposed tax increase. Which of the following is the most appropriate conclusion?

Cevabı ve açıklamayı göster

Cevap: The proportion of registered voters in the county who voted in the most recent school board election who support the proposed sales tax increase is approximately 60%60\%.

Cevap

The proportion of registered voters in the county who voted in the most recent school board election who support the proposed sales tax increase is approximately 60%60\%.
The correct conclusion must limit its generalization to the population from which the sample was randomly selected. Because the researcher selected the sample from a list of voters in the school board election, the findings can only be generalized to that specific subpopulation of voters. Therefore, we can estimate that approximately 60%60\% of school board election voters in the county support the sales tax increase.

Adım Adım Çözüm

1
Identify the population from which the random sample was selected.
The sample of 400400 registered voters was randomly selected from the subpopulation of voters who participated in the most recent school board election.
Generalization of survey results is limited to the population from which the random sample was selected.
2
Determine the appropriate population for generalization.
The results can be generalized to estimate the proportion of registered voters who voted in the school board election who support the tax increase, which is approximately 60%60\%.
Since the sample was not randomly selected from all registered voters or all residents of the county, it cannot be generalized to those broader groups due to potential selection bias.

Anahtar Kavram

Statistical Generalization and Selection Bias
Soru 154Soru

A municipal library system models the growth of its e-book collection at two different branches. At the start of the year (t=0t = 0 months), Branch A and Branch B each have 1,0001,000 e-books. The number of e-books at Branch A increases by 150150 e-books each month. The number of e-books at Branch B increases by 20%20\% each month. What is the difference between the number of e-books at Branch B and the number of e-books at Branch A at t=3t = 3 months?

Cevabı ve açıklamayı göster

Cevap: 278

Cevap

278
The correct answer is obtained by subtracting the number of e-books at Branch A from the number at Branch B at t=3t = 3. Branch A grows linearly: A(3)=1000+150(3)=1450A(3) = 1000 + 150(3) = 1450. Branch B grows exponentially: B(3)=1000(1.2)3=1728B(3) = 1000(1.2)^3 = 1728. The difference is 17281450=2781728 - 1450 = 278.

Adım Adım Çözüm

1
Define the mathematical functions representing the number of e-books at each branch after tt months.
Branch A (linear growth): A(t)=1000+150tA(t) = 1000 + 150t. Branch B (exponential growth): B(t)=1000(1.2)tB(t) = 1000(1.2)^t.
Establishing the correct equations is necessary to compute the values at a specific time step.
2
Evaluate both functions at t=3t = 3 months.
A(3)=1000+150(3)=1450A(3) = 1000 + 150(3) = 1450. B(3)=1000(1.2)3=1000(1.728)=1728B(3) = 1000(1.2)^3 = 1000(1.728) = 1728.
Calculating the total number of e-books at each branch at the given month allows comparison.
3
Calculate the difference between the number of e-books at Branch B and Branch A.
Difference = 17281450=2781728 - 1450 = 278.
Subtracting the linear model output from the exponential model output yields the required difference.

Anahtar Kavram

Distinguishing between and evaluating linear growth (constant addition) and exponential growth (constant percentage multiplier).
Soru 155Soru

A laboratory technician prepares a liquid mixture by combining compound XX, compound YY, and water. The ratio of the volume of compound XX to the volume of compound YY is 33 to 55, and the ratio of the volume of compound YY to the volume of water is 22 to 33. If the technician prepares a total of 1,2401,240 milliliters of the mixture, how many milliliters of compound YY are in the mixture?

Cevabı ve açıklamayı göster

Cevap: 400

Cevap

400
To determine the volume of compound YY in the mixture, we must find a common ratio that relates all three components. The ratio of compound XX to compound YY is 3:53:5, and the ratio of compound YY to water is 2:32:3. The least common multiple of the parts for compound YY (55 and 22) is 1010. Multiplying the first ratio by 22 gives X:Y=6:10X:Y = 6:10. Multiplying the second ratio by 55 gives Y:water=10:15Y:\text{water} = 10:15. This yields the unified ratio X:Y:water=6:10:15X:Y:\text{water} = 6:10:15. The total number of parts is 6+10+15=316 + 10 + 15 = 31. Since the total volume is 1,2401,240 milliliters, each part is equivalent to 1,24031=40\frac{1,240}{31} = 40 milliliters. Since compound YY represents 1010 parts of the ratio, its volume is 10×40=40010 \times 40 = 400 milliliters.

Adım Adım Çözüm

1
Unify the two separate ratios into a single ratio for all three components.
The ratio of compound XX to compound YY is 3:53:5, and the ratio of compound YY to water is 2:32:3. The least common multiple of the parts for compound YY (55 and 22) is 1010. Multiplying the terms of the first ratio by 22 yields X:Y=6:10X:Y = 6:10. Multiplying the terms of the second ratio by 55 yields Y:water=10:15Y:\text{water} = 10:15. This gives the combined ratio X:Y:water=6:10:15X:Y:\text{water} = 6:10:15.
This establishes a common baseline for all components, allowing direct comparison and calculation of their relative volumes.
2
Calculate the total parts of the ratio and determine the volume of a single part.
The total number of parts is 6+10+15=316 + 10 + 15 = 31 parts. Given the total volume of the mixture is 1,2401,240 milliliters, the volume per part is 1,24031=40\frac{1,240}{31} = 40 milliliters.
This determines the scaling factor needed to calculate the actual volume of each ingredient in the total mixture.
3
Find the volume of compound YY by multiplying its ratio parts by the volume per part.
Compound YY has 1010 parts in the unified ratio. The volume of compound YY is 10×40=40010 \times 40 = 400 milliliters.
This calculates the final target volume requested by the question.

Anahtar Kavram

Solving multi-step ratio problems by finding a common term to unify multiple ratios.
Tahmini Süre:1m 30s
Soru 156Soru

A municipal utility department wants to estimate the number of residential water service lines that contain lead in a community with 3,6003,600 homes. The department selects a random sample of 120120 homes and inspects their water service lines. The inspection reveals that 99 of the sampled homes have lead service lines. Based on the results of this sample, what is the estimated number of homes in the entire community that have lead service lines?

Cevabı ve açıklamayı göster

Cevap: 270

Cevap

The estimated number of homes in the community that have lead service lines is 270.
Based on the random sample, the proportion of homes with lead service lines is 9 out of 120, which is 0.075 (or 7.5%). Generalizing this to the entire population of 3,600 homes yields an estimate of 0.075×3,600=2700.075 \times 3,600 = 270 homes.

Adım Adım Çözüm

1
Calculate the proportion of homes in the sample with lead service lines.
9120=0.075\frac{9}{120} = 0.075
To find the sample proportion, divide the number of homes with lead service lines by the total number of homes inspected.
2
Estimate the total number of homes in the community with lead service lines.
0.075×3,600=2700.075 \times 3,600 = 270
Multiply the total number of homes in the community by the proportion found in the random sample.

Anahtar Kavram

Estimating population parameters and totals from a random sample.
Soru 157Soru

A construction project requires a specific concrete mixture made by combining cement, sand, and gravel in a ratio of 1:2:41 : 2 : 4 by weight. A builder needs to prepare exactly 350350 pounds of this concrete mixture. If the builder currently has 8080 pounds of sand and an unlimited supply of cement and gravel, how many additional pounds of sand must the builder purchase to make the concrete mixture?

Cevabı ve açıklamayı göster

Cevap: 20

Cevap

The builder must purchase 20 additional pounds of sand.
The ratio of cement to sand to gravel is 1:2:41 : 2 : 4, giving a total of 1+2+4=71 + 2 + 4 = 7 parts. Therefore, sand represents 27\frac{2}{7} of the total weight of the mixture. To find the total sand required for a 350350-pound mixture, we calculate 27×350=100\frac{2}{7} \times 350 = 100 pounds. Subtracting the 8080 pounds of sand already on hand, we find that the builder must purchase 10080=20100 - 80 = 20 additional pounds of sand.

Adım Adım Çözüm

1
Determine the fraction of the concrete mixture that consists of sand using the given ratio of 1:2:41 : 2 : 4 by weight.
Sand constitutes 27\frac{2}{7} of the total weight.
The sum of the ratio parts is 1+2+4=71 + 2 + 4 = 7 parts, and sand represents 22 parts out of these 77 total parts.
2
Calculate the total weight of sand required for 350350 pounds of the concrete mixture.
100100 pounds of sand.
Multiplying the fraction of sand, 27\frac{2}{7}, by the total desired weight of the mixture, 350350 pounds, gives the required weight of sand.
3
Calculate the additional amount of sand needed by subtracting the available sand from the total required sand.
2020 pounds of sand.
Since the builder already has 8080 pounds of sand, subtracting this from the required 100100 pounds yields the weight of additional sand to purchase.

Anahtar Kavram

Part-to-whole ratios and proportion scaling
Soru 158Soru

An agricultural department monitored the population of honeybee colonies in two adjacent conservation areas starting in 2018 (t=0t = 0). In Area 1, the number of colonies increases by a constant 230 colonies each year. In Area 2, the number of colonies increases by a constant 10% each year. At t=0t = 0, both areas had 2,000 colonies. If the model for Area 1 predicts LL colonies at t=3t = 3 and the model for Area 2 predicts EE colonies at t=3t = 3, what is the value of LEL - E?

Cevabı ve açıklamayı göster

Cevap: 28

Cevap

28
To find the value of LEL - E, the populations projected by each model at t=3t = 3 must be calculated.

For Area 1, the growth is linear with an initial population of 2,000 and a constant annual increase of 230. The model is L(t)=2000+230tL(t) = 2000 + 230t. At t=3t = 3, the population is L(3)=2000+230(3)=2690L(3) = 2000 + 230(3) = 2690.

For Area 2, the growth is exponential with an initial population of 2,000 and a constant annual increase of 10%. The model is E(t)=2000(1.10)tE(t) = 2000(1.10)^t. At t=3t = 3, the population is E(3)=2000(1.10)3=2000(1.331)=2662E(3) = 2000(1.10)^3 = 2000(1.331) = 2662.

Subtracting the exponential model output from the linear model output yields LE=26902662=28L - E = 2690 - 2662 = 28.

Adım Adım Çözüm

1
Model the population growth for Area 1.
L(t)=2000+230tL(t) = 2000 + 230t. For t=3t = 3, L(3)=2000+230(3)=2000+690=2690L(3) = 2000 + 230(3) = 2000 + 690 = 2690. Thus, L=2690L = 2690.
Since Area 1 increases by a constant number of colonies (230) each year, its growth is linear. The initial population is 2,000.
2
Model the population growth for Area 2.
E(t)=2000(1.10)tE(t) = 2000(1.10)^t. For t=3t = 3, E(3)=2000(1.10)3=2000(1.331)=2662E(3) = 2000(1.10)^3 = 2000(1.331) = 2662. Thus, E=2662E = 2662.
Since Area 2 increases by a constant percentage (10%) each year, its growth is exponential with a growth factor of 1+0.10=1.101 + 0.10 = 1.10.
3
Calculate the difference LEL - E.
LE=26902662=28L - E = 2690 - 2662 = 28.
We need to find the difference between the linear model's prediction and the exponential model's prediction at t=3t = 3.

Anahtar Kavram

Linear growth increases by a constant amount per unit of time, whereas exponential growth increases by a constant percentage (or multiplies by a constant factor) per unit of time.

Alternatif Yöntem

Instead of setting up equations, the population values can be calculated step-by-step for each year.
Year 1 (t=1t = 1):
Area 1: 2000+230=22302000 + 230 = 2230
Area 2: 2000×1.10=22002000 \times 1.10 = 2200

Year 2 (t=2t = 2):
Area 1: 2230+230=24602230 + 230 = 2460
Area 2: 2200×1.10=24202200 \times 1.10 = 2420

Year 3 (t=3t = 3):
Area 1: 2460+230=26902460 + 230 = 2690
Area 2: 2420×1.10=26622420 \times 1.10 = 2662

Subtracting the two values at Year 3 gives the final result: 26902662=282690 - 2662 = 28.
Tahmini Süre:1m 30s
Soru 159Soru

A transportation planner wants to estimate the proportion of commuters in a city who regularly use public transit to travel to work. The city has 60,00060,000 commuters. The planner conducts a survey by randomly selecting 300300 commuters from a database of registered transit pass holders in the city and finds that 240240 of them regularly use public transit to travel to work. Which of the following is the most appropriate conclusion based on the design of the survey?

Cevabı ve açıklamayı göster

Cevap: No reliable conclusion can be drawn about all commuters in the city because the sample is not representative of all commuters.

Cevap

No reliable conclusion can be drawn about all commuters in the city because the sample is not representative of all commuters.
The correct option correctly states that no reliable conclusion can be drawn about all commuters in the city. Because the sample was drawn exclusively from registered transit pass holders, it is highly likely to contain a disproportionately high percentage of public transit users. Thus, the sample is biased and cannot be used to generalize to the entire commuter population.

Adım Adım Çözüm

1
Identify the target population and the sample source.
Target population: All 60,00060,000 commuters in the city. Sample source: Registered transit pass holders.
To evaluate the validity of a study, we must check if the sample selection source matches the target population.
2
Assess the representativeness of the sample.
The sample is biased because registered transit pass holders are much more likely to regularly use public transit than a typical commuter in the city.
A representative sample must give every member of the target population an equal chance of selection.
3
Determine the appropriate scope of generalization.
Since the sample is not representative of all commuters, the results cannot be generalized to the entire city population.
Generalization is only valid when the sample is representative of the target population.

Anahtar Kavram

Generalizing results from a sample to a population requires a representative, randomly selected sample from that entire population.
Tahmini Süre:1m 30s
Soru 160Soru

A research group conducted a survey using a random sample of 250250 residents of a town with a total population of 18,00018,000 residents. Of the residents surveyed, 64%64\% reported that they recycle regularly. The survey has a margin of error of 3%3\%. Based on the survey results, what is the difference between the maximum and minimum estimated number of residents in the town who recycle regularly?

Cevabı ve açıklamayı göster

Cevap: 1080

Cevap

The correct answer is 1,080.
The sample proportion is 64%64\% with a margin of error of 3%3\%, which establishes an interval of 61%61\% to 67%67\% for the proportion of the population that recycles regularly. Multiplying these boundaries by the total population of 18,00018,000 yields a minimum estimate of 0.61×18,000=10,9800.61 \times 18,000 = 10,980 residents and a maximum estimate of 0.67×18,000=12,0600.67 \times 18,000 = 12,060 residents. The difference between the maximum and minimum estimated number of residents is 12,06010,980=1,08012,060 - 10,980 = 1,080. Alternatively, this difference can be found by multiplying the total width of the interval (2×0.03=0.062 \times 0.03 = 0.06) by the population size (0.06×18,000=1,0800.06 \times 18,000 = 1,080).

Adım Adım Çözüm

1
Determine the range of the proportion of residents who recycle regularly.
The proportion ranges from 61%61\% (0.610.61) to 67%67\% (0.670.67).
The margin of error of 3%3\% is subtracted from and added to the sample proportion of 64%64\%.
2
Calculate the minimum and maximum estimated number of residents who recycle regularly.
The minimum estimate is 10,98010,980 residents and the maximum estimate is 12,06012,060 residents.
Multiply the minimum and maximum proportions by the total population of 18,00018,000: 0.61×18,000=10,9800.61 \times 18,000 = 10,980 and 0.67×18,000=12,0600.67 \times 18,000 = 12,060.
3
Find the difference between the maximum and minimum estimated values.
12,06010,980=1,08012,060 - 10,980 = 1,080 (or alternatively, 2×0.03×18,000=1,0802 \times 0.03 \times 18,000 = 1,080).
Subtracting the minimum estimate from the maximum estimate yields the difference.

Anahtar Kavram

Using sample statistics and margin of error to estimate population parameters.
ÖncekiSayfa 8 / 9Sonraki
Problem-Solving and Data Analysis Alıştırma Soruları — SAT — Sayfa 8 | Examkin