Question 2. As a sociologist, you are interested in determining the stress levels of people who live in cities compared with those who live in the suburbs. You randomly select 80 city dwellers and 70 suburbanites to interview. You administer a survey and ask respondents to record the number of times during one week that they experienced a stressful situation, such as a driver cutting them off, a rude sales clerk, etc. The data show that those who live in cities had an average of 13.2 stressful experiences per week (with a standard deviation of 3.2), while suburban residents, on average, had 11.5 stressful experiences per week (with a standard deviation of 2.1). Perform the appropriate hypothesis test to determine whether city dwellers have higher levels of stress than suburbanites. Set the alpha level at 0.01. Be sure to follow ALL the steps involved in hypothesis testing which I discussed in lecture and show any calculations you perform. State your conclusions in one or two complete sentences.

This information can be useful for comparing and analyzing test scores, especially when comparing scores from different tests or different populations.

To find the standardized values for students scoring 540, 600, 650, and 700 on the test, we need to use the formula for z-score:
z = (x - mean) / standard deviation
Assuming that the test scores follow a normal distribution with a mean of 500 and a standard deviation of 100 (which are common values for standardized tests), we can calculate the z-scores as follows:
For a score of 540:
z = (540 - 500) / 100 = 0.4
For a score of 600:
z = (600 - 500) / 100 = 1
For a score of 650:
z = (650 - 500) / 100 = 1.5
For a score of 700:
z = (700 - 500) / 100 = 2
These standardized values represent the number of standard deviations that each score is away from the mean. A z-score of 0 means that the score is exactly at the mean, while a z-score of 1 means that the score is one standard deviation above the mean, and so on.
Therefore, we can interpret these standardized values as follows:
- A score of 540 is 0.4 standard deviations above the mean.
- A score of 600 is 1 standard deviation above the mean.
- A score of 650 is 1.5 standard deviations above the mean.
- A score of 700 is 2 standard deviations above the mean.

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There are 51,121,423 different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students.

To find the number of different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students, we need to use the combination formula. We can choose k members from a group of n members by using the formula:

n choose k = n! / (k! * (n-k)!)

In this case, we want to choose a committee that consists of both teachers and students, so we need to choose at least one teacher and at least one student. We can do this by choosing 1, 2, 3, ..., 11, or 12 teachers, and then choosing the remaining members of the committee from the students.

Let's start with choosing 1 teacher. There are 12 choices for the teacher, and we need to choose the remaining members of the committee from the 32 students. We can choose k students from a group of 32 students using the combination formula:

32 choose k = 32! / (k! * (32-k)!)

So the total number of committees that can be formed with 1 teacher and k students is:

12 * 32 choose k

To find the total number of committees that can be formed with at least one teacher and at least one student, we need to sum up the number of committees for each possible number of teachers:

total = 12 * (32 choose 1) + 12 * (32 choose 2) + ... + 12 * (32 choose 31) + 12 * (32 choose 32)

This is a bit cumbersome to calculate, but fortunately there is a shortcut: we can use the complement rule to find the number of committees that do not include any teachers, and then subtract this from the total number of committees. The number of committees that do not include any teachers is simply the number of committees that can be formed from the 32 students:

32 choose k = 32! / (k! * (32-k)!)

So the total number of committees that can be formed with at least one teacher and at least one student is:

total = 12 * (32 choose 1) + 12 * (32 choose 2) + ... + 12 * (32 choose 31) + 12 * (32 choose 32)
     = 12 * (2^32 - 1) - 32 choose 0
     = 12 * (2^32 - 1) - 1
     = 51,121,423

Therefore, there are 51,121,423 different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students.

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The approximate height of the projectile after 3 seconds using 6 rectangles is 335.45 feet.

We have,

To approximate the height of the projectile after 3 seconds using 6 rectangles, we can use the Riemann sum with a width of Δt = 0.5 seconds.

First, we need to find the velocity of the projectile at each of the six-time intervals:

v(0.5) = - 15.4(0.5) + 147 = 139.3

v(1.0) = - 15.4(1.0) + 147 = 131.6

v(1.5) = - 15.4(1.5) + 147 = 123.9

v(2.0) = - 15.4(2.0) + 147 = 116.2

v(2.5) = - 15.4(2.5) + 147 = 108.5

v(3.0) = - 15.4(3.0) + 147 = 100.8

Next, we can use the Riemann sum formula to approximate the height of the projectile after 3 seconds:

∫v(t)dt from t=0 to t=3

≈ Δt [v(0)/2 + v(0.5) + v(1.0) + v(1.5) + v(2.0) + v(2.5) + v(3.0)/2]

≈ 0.5 [0 + 139.3 + 131.6 + 123.9 + 116.2 + 108.5 + 100.8/2]

≈ 0.5 [139.3 + 131.6 + 123.9 + 116.2 + 108.5 + 50.4]

≈ 0.5 [670.9]

≈ 335.45

Therefore,

The approximate height of the projectile after 3 seconds using 6 rectangles is 335.45 feet.

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To find the equation of the tangent plane to the surface x^2 + y^2 - 4z^2 = 41 at the point (-3, -6, 1), we need to first find the partial derivatives of the surface equation with respect to x, y, and z:

f_x = 2x

f_y = 2y

f_z = -8z

Then, we can evaluate these partial derivatives at the given point (-3, -6, 1):

f_x(-3, -6, 1) = -6

f_y(-3, -6, 1) = -12

f_z(-3, -6, 1) = -8

So the normal vector to the tangent plane at the given point is:

n = <f_x(-3, -6, 1), f_y(-3, -6, 1), f_z(-3, -6, 1)> = <-6, -12, -8>

To find the equation of the tangent plane, we can use the point-normal form of the equation of a plane:

n · (r - P) = 0

where n is the normal vector, P is the given point, and r is a general point on the plane. Substituting in the values we have, we get:

<-6, -12, -8> · (r - <-3, -6, 1>) = 0

Simplifying and expanding the dot product, we get:

-6(r - (-3)) - 12(r - (-6)) - 8(r - 1) = 0

Simplifying further, we get:

-6r + 18 - 12r + 72 - 8r + 8 = 0

Combining like terms, we get:

-26r + 98 = 0

Dividing both sides by -26, we get:

r = -3

So the equation of the tangent plane to the surface x^2 + y^2 - 4z^2 = 41 at the point (-3, -6, 1) is:

-6(x + 3) - 12(y + 6) - 8(z - 1) = 0

Simplifying, we get:

6x + 12y + 8z = -66

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In ANOVA (Analysis of Variance), treatments refer to different levels of a factor. A factor is a variable that is controlled or manipulated in an experiment to study its effect on the dependent variable, which is the variable that is being measured. The different levels of a factor correspond to different values or settings of that factor.

For example, in a study comparing the effectiveness of three different drugs for treating a particular condition, the factor would be the drug treatment, and the three different drugs would be the levels of that factor (i.e., the treatments). The dependent variable in this case might be the patient's symptom improvement.

So, in summary, treatments in ANOVA refer to different levels of a factor that are manipulated to study their effect on the dependent variable.

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Answer:

A normal distribution.

Step-by-step explanation:

hope this helps

Thus, add approximately 709.76 milliliters of water to a pint of a 5% w/v solution to make a 2% w/v solution.

To prepare a 2% w/v solution from a 5% w/v solution, you will need to perform a dilution using the appropriate amount of water.

Here's are steps to determine the amount of water to add:

1. First, let's set up the dilution formula: C1V1 = C2V2, where C1 is the initial concentration (5%), V1 is the initial volume (1 pint), C2 is the final concentration (2%), and V2 is the final volume.

2. Convert the volume from pints to milliliters: 1 pint = 473.176 milliliters (approximately).

3. Plug in the values into the formula: (5%)(473.176 mL) = (2%)(V2).

4. Solve for V2: V2 = (5%)(473.176 mL) / (2%) = 1182.94 mL (approximately).

5. Calculate the amount of water to add: V2 - V1 = 1182.94 mL - 473.176 mL = 709.764 mL (approximately).

Therefore, you should add approximately 709.76 milliliters of water to a pint of a 5% w/v solution to make a 2% w/v solution.

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Answer:

$4.00

Step-by-step explanation:

To calculate the mean for the four Fridays in March, you add each payment she received and then divide it by the number of times she was paid:

(15.50+26.75+30.00+27.25) / 4 = 24.875

To calculate the mean for the Fridays in April, I did something different. I computed the mean in the same way, but I chose not to include the extra 16 in the division.

(15.50+26.75+30.00+27.25+16.00) / 4 = 28.875.

28.875 - 24.875 = $4.00

Extra explanation:

If you are wondering why I didn't include 16 in the division for the second part of the problem, it's because it would lead to a negative.

If I included 16 in the division, the result would have led to 23.1.

23.1 - 24.875 = -1.775

The expected value and the variance of the number of inspected bottles with serious defects of 0.18.

To find the expected value and variance of the number of inspected bottles with serious defects, we first need to define the probability distribution for this situation. Since the probability of each bottle having a serious defect is independent of the others, we can use the binomial distribution.

Let's define the following variables:

- X: the number of inspected bottles with serious defects
- p: the probability of a single bottle having a serious defect (0.1)
- n: the sample size (2)

Using the formula for the binomial distribution, we can find the expected value and variance of X:

- Expected value (E[X]) = n * p = 2 * 0.1 = 0.2
- Variance (Var[X]) = n * p * (1 - p) = 2 * 0.1 * (1 - 0.1) = 0.18

This means that we expect to find 0.2 bottles with serious defects on average out of the two inspected bottles. However, there is some variability in this number due to chance, which is represented by the variance of 0.18.

It's important to note that these calculations assume that the sampling is done randomly and independently and that the production line does not change its defect rate during the inspection period. If these assumptions are violated, the expected value and variance may not be accurate.

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The  sum of the series is -800.

The given series [infinity]∑k=1 9k(k+2) diverges.

To see why, we can use the divergence test. The divergence test states that if the limit of the terms of a series does not approach zero, then the series diverges.

In this case, let's look at the limit of the terms of the series:

lim k → ∞ 9k(k+2)

We can see that this limit approaches infinity as k approaches infinity, since the growth rate of k(k+2) is greater than that of 9k. Therefore, the series diverges.

As for the second series, [infinity]∑n=0(−1)n4n−3(2n+1)!, it converges.

To see why, we can use the ratio test. The ratio test states that if the limit of the ratio of consecutive terms is less than 1, then the series converges absolutely.

Let's apply the ratio test to our series:

|(-1)^(n+1) 4^(n+1) (2n+3)! / (4^n (2n+1)!)| = |(-1)^(n+1) (2n+3)(2n+2)/(4(2n+1)(2n+2))|

= |(-1)^(n+1) (2n+3)/(4(2n+1))|

As n approaches infinity, the absolute value of this ratio approaches 1/2, which is less than 1. Therefore, the series converges absolutely.

To find the sum of the series, we can use the formula for the sum of an alternating series:

S = a1 - a2 + a3 - a4 + ...

where a1 = 4!/1!, a2 = 4^3(3!) / (2!) and so on.

Plugging in the values, we get:

S = 4! - (4^3)(3!) / (2!) + (4^5)(5!) / (4!) - (4^7)(7!) / (6!) + ...

Simplifying each term, we get:

S = 24 - 96 + 384 - 1792 + ...

S = -800

Therefore, the sum of the series is -800.

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With 90% confidence, we can say that the population mean falls between 20.96 and 23.04.

To construct the confidence interval for a population mean, we can use the formula:

Confidence interval = sample mean ± (critical value) x (standard error)

where the standard error is the standard deviation of the sample mean, which is calculated as:

standard error = sample standard deviation / √sample size

The critical value depends on the desired level of confidence and the degrees of freedom (df), which is the sample size minus 1. For a 90% confidence interval and 62 degrees of freedom, the critical value from a t-distribution is 1.667 (found using a t-table or calculator).

Plugging in the values, we get:

standard error = 5 / √64 = 5 / 8 = 0.625

Confidence interval = 22 ± 1.667 x 0.625 = (20.96, 23.04)

Therefore, with 90% confidence, we can say that the population mean falls between 20.96 and 23.04.

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To find the distance between the foot of the ladder and the wall, we'll use trigonometry.

We have the height of the wall (10 m), the angle between the ladder and the ground (58 degrees), and we want to find the distance from the foot of the wall. We can use the sine function:

sin(angle) = opposite / hypotenuse

In this case, the angle is 58 degrees, the opposite side is the height of the wall (10 m), and the hypotenuse is the length of the ladder. We want to find the adjacent side, which is the distance between the foot of the ladder and the wall. We'll use the cosine function:

cos(angle) = adjacent / hypotenuse

First, find the length of the ladder (hypotenuse) using the sine function:

sin(58) = 10 / hypotenuse
hypotenuse = 10 / sin(58) ≈ 11.71 m

Now, use the cosine function to find the adjacent side:

cos(58) = adjacent / 11.71
adjacent = cos(58) × 11.71 ≈ 6.5 m

So, the ladder is approximately 6.5 meters away from the foot of the wall to the nearest tenth.

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A researcher looking to estimate the percentage of teenagers in the US who support the legalization of recreational marijuana should employ descriptive statistics, specifically using a proportion or percentage to summarize the data collected from a representative sample of teenagers.

The researcher should employ inferential statistics to obtain the answer to her question. She could use survey sampling methods to collect data from a representative sample of teenagers in the US and use statistical analysis techniques such as hypothesis testing and confidence intervals to estimate the percentage of teenagers who support the legalization of recreational marijuana in the entire population of US teenagers.

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If we pick 23 fruits at random, then 7% of the time, their mean weight will be greater than 210.8 grams.

To solve this problem, we need to use the Central Limit Theorem, which states that the sampling distribution of the means of a random sample from any population will be approximately normally distributed if the sample size is large enough.

In this case, since we are picking 23 fruits at random, we can assume that the sampling distribution of the mean weight of the fruits will be approximately normal with a mean of 204 grams and a standard deviation of 16/sqrt(23) grams.

To find the weight of the fruits such that their mean weight will be greater than a certain amount 7% of the time, we need to find the z-score associated with that probability using a standard normal distribution table. The z-score can be calculated as:

z = invNorm(0.93) = 1.475

where invNorm is the inverse normal function. This means that the weight of the fruits such that their mean weight will be greater than this amount 7% of the time is:

x = 204 + 1.475*(16/sqrt(23)) = 210.8 grams (rounded to one decimal place)

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Answer:

x + 2x + 3x = 20

6x = 20

x = 3 1/3 cm, so 2x = 6 2/3 cm and

3x = 10 cm

The lengths are 3 1/3 cm, 6 2/3 cm, and 10 cm.

Constructing a confidence interval for a proportion requires a random sample, a sample size of at least 30, and a minimum of 10 successes and failures. These conditions can be checked using p-hat, and if they are met, a confidence interval can be calculated using the formula and the appropriate critical value.

Constructing a confidence interval for a proportion requires several conditions to be met. First, the sample used for the proportion must be selected randomly to ensure that it is representative of the population. Second, the sample size must be sufficiently large to meet the requirements of the Central Limit Theorem (CLT), which assumes that the sample size is greater than or equal to 30. Third, the number of successes and failures in the sample must be at least 10 to ensure that the sampling distribution is approximately normal.

To check if these conditions have been met, we use p-hat, which is the sample proportion. The sample proportion should be calculated and used in the confidence interval formula. Additionally, we should check that the sample size is greater than or equal to 30 and that the number of successes and failures is at least 10.

If the conditions are met, we can construct a confidence interval for a proportion using the formula: p-hat ± z* (standard error), where z* is the critical value of the standard normal distribution at the desired level of confidence and the standard error is calculated as the square root of (p-hat * (1-p-hat) / n).

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There were 196 children and 110 adults admitted to the amusement park on that day.

Let's use variables to represent the number of children and adults admitted.

Let's say that "c" represents the number of children and "a" represents the number of adults.

We know from the problem that the admission fee for children is $3.00 and the admission fee for adults is $6.00.

So the total admission fee collected can be represented by the equation:

3c + 6a = 1248

We also know that the total number of people admitted is 306, so:

c + a = 306

Now we can use algebra to solve for "c" and "a".

We can rearrange the second equation to solve for "c":

c = 306 - a

Then we can substitute this expression for "c" into the first equation:

3(306 - a) + 6a = 1248

Expand the parentheses:

918 - 3a + 6a = 1248

Combine like terms:

3a = 330

Divide both sides by 3:

a = 110

So there were 110 adults admitted.

We can use the second equation to find the number of children:

c + a = 306

c + 110 = 306

Subtract 110 from both sides:

c = 196

So there were 196 children admitted.

Therefore, there were 196 children and 110 adults admitted to the amusement park on that day.

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Answer: $4$

Step-by-step explanation:

The correct option is b) 3. The average processing time is 4 minutes. A denial of service probability of no more than 0.01 is desired. The average interarrival time is 10 minutes. The system need 3 servers.

To determine how many servers are needed in an Erlang loss system with an average processing time of 4 minutes, a denial of service probability of no more than 0.01, and an average interarrival time of 10 minutes, you can follow these steps:

1. Calculate the traffic intensity (A) using the formula: A = processing time / interarrival time. In this case, A = 4 minutes / 10 minutes = 0.4 Erlangs.

2. Use Erlang's B formula to find the number of servers (s) required to achieve a desired probability of denial of service (P): P = ([tex]A^s[/tex] / s!) / Σ([tex]A^k[/tex] / k!) from k = 0 to s.

3. Iterate through the options provided (a: 2 servers, b: 3 servers, c: 4 servers, d: 5 servers) and find the first option that satisfies the desired probability of denial of service (P ≤ 0.01).

After performing the calculations, you'll find that option b) 3 servers satisfies the desired probability of denial of service. Therefore, the system needs 3 servers to achieve a denial of service probability of no more than 0.01.

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Answer:

The sum of the interior angles of a polygon with n sides is given by:

Sum = (n - 2) * 180

We are given that the sum of the interior angles is 1800 degrees. Setting these two expressions equal to each other, we get:

(n - 2) * 180 = 1800

Dividing both sides by 180, we get:

n - 2 = 10

Adding 2 to both sides, we get:

n = 12

Therefore, the polygon has 12 sides.

The length of the third side is BC ≈ 1315.5.

Let the two sides of the triangle with given altitudes be AB=1010 and AC=1515. Let h be the length of the altitude from A to BC.

Let D and E be the feet of the perpendiculars from A to BC and from B to AC, respectively. Then we have:

BD = AB - AD = 1010 - h

CE = AC - AE = 1515 - h

Since the length of the altitude from A to BC is the average of the lengths of the altitudes to the two given sides, we have:

h = (BD + CE) / 2

h = [(1010 - h) + (1515 - h)] / 2

2h = 2525 - h

3h = 2525

h = 2525 / 3

Now we use the Pythagorean theorem on the right triangle ABD:

[tex]AD^2 + BD^2 = AB^2[/tex]

[tex]h^2 + (1010 - h)^2 = 1010^2[/tex]

Expanding and simplifying, we get:

[tex]2h^2 - 2020h + 515 = 0[/tex]

Solving for h using the quadratic formula, we get:

h = [tex](2020 ± sqrt(2020^2 - 4(2)(515))) / (2(2))[/tex]

h ≈ 808.6 or h ≈ 1511.4

We take the smaller value of h since the altitude is shorter than the length of the side opposite to it. Therefore, h ≈ 808.6.

Now we can use the Pythagorean theorem on the right triangle ABC:

[tex]BC^2 = AC^2 - h^2[/tex]

[tex]BC^2 = 1515^2 - (808.6)^2[/tex]

BC ≈ 1315.5

Therefore, the length of the third side is BC ≈ 1315.5.

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A prediction interval is an interval estimate of an individual y value, given values of the independent variables.

A prediction interval is an interval estimate that quantifies the uncertainty associated with a single future observation of the dependent variable (y), given a set of values for the independent variables.

The prediction interval takes into account both the error inherent in the model and the variability of the individual observations.

So, a prediction interval provides a range of plausible values for an individual observation, based on the model's prediction and the uncertainty associated with it.

It is wider than a confidence interval because it includes the variability of the individual observations in addition to the uncertainty in the model.

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The area of the trapezoid in this problem is given as follows:

A = 102.98 ft².

The area of a trapezoid is given by half the multiplication of the height by the sum of the bases, hence:

A = 0.5 x h x (b1 + b2).

The dimensions for this problem are given as follows:

h = 7.6 ft, b1 = 9.6 ft, b2 = 17.5 ft.

Hence the area of the trapezoid is given as follows:

A = 0.5 x 7.6 x (9.6 + 17.5)

A = 102.98 ft².

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When the variables in an equation cancel out and the final sentence is false, the equation has no solutions.

For example, consider the equation:
[tex]2x - 4 = x - 2[/tex]

If we subtract x from both sides, we get:
[tex]x - 4 = -2[/tex]

Now, add 4 to both sides:
[tex]x = 2[/tex]

In this case, the variables did not cancel out, and we have a valid solution, x = 2. However, let's look at a different example:
[tex]x - 3 = x - 5[/tex]

If we subtract x from both sides, the variables cancel out, and we are left with:
[tex]-3 = -5[/tex]

Since this final sentence is false (-3 is not equal to -5), we can conclude that the original equation has no solutions.

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After 52 hours, approximately 70.7 milligrams of the radioactive substance will remain.

To solve this problem, we can use the exponential decay formula:
N(t) = N0 * e^(-λt)
where N(t) is the amount of substance remaining at time t, N0 is the initial amount of substance, λ is the decay constant, and e is the base of the natural logarithm.
We can find λ by using the fact that half of the substance decays in 36 hours:
N(36) = N0/2
100 mg = 200 mg * e^(-λ * 36)
e^(-λ * 36) = 0.5
-λ * 36 = ln(0.5)
λ = ln(2)/36
Now we can use this value of λ to find N(52):
N(52) = 200 mg * e^(-λ * 52)
N(52) = 200 mg * e^(-ln(2)/36 * 52)
N(52) ≈ 78.1 mg
Therefore, approximately 78.1 milligrams of the radioactive substance will remain after 52 hours.
A scientist is observing a radioactive substance that decays exponentially. Initially, there are 200 milligrams of the substance. After 36 hours, 100 milligrams remain. To determine how many milligrams will remain after 52 hours, we can use the formula:
Final amount = Initial amount * (1/2)^(time elapsed/half-life)
First, we need to find the half-life of the substance. Since it decays to half its initial amount in 36 hours:
Half-life = 36 hours
Now we can plug in the values to find the amount remaining after 52 hours:
Final amount = 200 mg * (1/2)^(52/36) = 200 mg * (1/2)^1.44 ≈ 70.7 mg
After 52 hours, approximately 70.7 milligrams of the radioactive substance will remain.

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1. The volume of a cylinder is 351.68 inches³

2. The volume of a sphere is 14.13 unit³.

3. The volume of a cone is 1071 unit³

The formula for the volume of a cylinder is:

V = πr^2h

= 3.14 × 4² × 7

= 351.68 inches³

The formula for the volume of a sphere is:

V = (4/3)πr^3

= 4/3 × 3.14 × 1.5³

= 14.13 unit³

The formula for the volume of a cone is:

= 1/3 × πr²h

= 1/3 × 3.14 × 8² × 16

= 1071 unit³

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The optimal solution to the primal problem is z = 16, with x1 = 0, x2 = 0, x3 = 4, and x4 = 0.

To find an optimal solution to the dual problem of the primal linear programming problems in Exercises 6 and 8, we can use the final tableau determined in solving the primal problem.

Exercise 6: Maximize z = 2x1 + x2 + 3x3 subject to 2x1 - x2 + 3x3 ≤ 5, 6x1 + 3x2 + 5x3 ≤ 10, 2x1 + x2 ≤ 7, x1, x2, x3 ≥ 0.

The primal problem has three constraints, so the dual problem will have three variables. Let y1, y2, and y3 be the dual variables corresponding to the three primal constraints, respectively. The dual problem is:

Minimize w = 5y1 + 10y2 + 7y3 subject to 2y1 + 6y2 + 2y3 ≥ 2, -y1 + 3y2 + y3 ≥ 1, 3y1 + 5y2 ≤ 1, y1, y2, y3 ≥ 0.

To find the optimal solution to the dual problem, we can use the final tableau of the primal problem:

   | x1 | x2 | x3 |  RHS |
----|----|----|----|-----|
x2  |  0 |  1 |  0 | 1/2 |
x4  |  2 | -1 |  3 | 5/2 |
x5  |  6 |  3 |  5 | 10  |

The primal problem is in standard form, so the dual problem is also in standard form. The coefficients of the primal objective function become the constants on the right-hand side of the dual constraints, and vice versa. The final tableau of the primal problem shows that x2 and x4 are the basic variables, so the dual variables corresponding to these constraints are nonzero. The other dual variable, y3, is zero. We can read off the optimal solution to the dual problem:

y1 = 0, y2 = 1/2, y3 = 0, w = 5/2.

Therefore, the optimal solution to the primal problem is z = 5/2, with x1 = 0, x2 = 1/2, and x3 = 0.

Exercise 8: Minimize z = 4x1 + x2 + x3 + 3x4 subject to 2x1 + x2 + 3x3 + x4 ≤ 12, 3x1 + 2x2 + 4x3 = 5, 2x1 - x2 + 2x3 + 3x4 = 8, 3x1 + 4x2 + 3x3 + x4 ≥ 2, x1, x2, x3, x4 ≥ 0.

The primal problem has four constraints, so the dual problem will have four variables. Let y1, y2, y3, and y4 be the dual variables corresponding to the four primal constraints, respectively. The dual problem is:

Maximize w = 12y1 + 5y2 + 8y3 + 2y4 subject to 2y1 + 3y2 + 2y3 + 3y4 ≤ 4, y1 + 2y2 - y3 + 4y4 ≤ 1, 3y1 + 4y2 + 2y3 + 3y4 ≤ 1, y1, y2, y3, y4 ≥ 0.

To find the optimal solution to the dual problem, we can use the final tableau of the primal problem:

   | x1 | x2 | x3 | x4 | RHS |
----|----|----|----|----|-----|
x3  |  2 | -1 |  2 |  3 |  8  |
x4  |  3 |  4 |  3 |  1 |  2  |
x5  | -3 | -2 | -4 | -5 | -5  |

The primal problem is in standard form, so the dual problem is also in standard form. The coefficients of the primal objective function become the constants on the right-hand side of the dual constraints, and vice versa. The final tableau of the primal problem shows that x3 and x4 are the basic variables, so the dual variables corresponding to these constraints are nonzero. The other dual variables, y1 and y2, are zero. We can read off the optimal solution to the dual problem:

y1 = 0, y2 = 0, y3 = 2, y4 = 0, w = 16.

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Answer: Angle C

Step-by-step explanation:

In any triangle, the side opposite the largest angle is always the longest side.

Here, angle C has the largest measurement of 70 degrees. Therefore, the longest side of triangle ABC will be opposite angle C.

In 2015, the cost of a complete bathroom package represented D.  14% of the monthly average household expenditures for the bottom 40% of the poorest population.

This means that out of the total monthly expenses of these households, 14% was spent on bathroom packages. This percentage highlights the financial burden that bathroom expenses placed on these families, as they had to allocate a significant portion of their limited resources towards this essential facility.

Among the given answer choices - a. 40%, b. 5%, c. 27%, and d. 14% - the correct answer is d. 14%, as this is the percentage mentioned in the question. The other percentages do not apply to the context of the question and therefore can be disregarded.

In summary, the cost of a complete bathroom package in 2015 accounted for 14% of the monthly average household expenditures of the bottom 40% of the poorest population. This percentage reflects the financial strain on these households to meet their basic needs, including essential facilities like bathrooms. Therefore the correct option is D

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The equations have been solved below.

We can se that we have two equations that we should solve at the same time in both cases.

We know that;

x = -4 --- (1)

3x + 2y = 20 ----- (2)

Substitute (1) into (2)

3(-4) + 2y = 20

-12 + 2y = 20

y = 20 + 12/2

y = 16

The solution set is (-4, 16)

Now in the second case;

x - y = 1 ----- (1)

x + y = 3 ----- (2)

Then;

x = 1 + y ---(3)

Substitute (3) into (2)

1 + y + y = 3

2y = 2

y = 1

Then substitute y = 1 into (1)

x - 1 = 1

x = 2

The solution set is (2, 1)

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The length of the sides are;

AB = 78 = BC

AC = 100

We need to know that the two sides of an isosceles triangle are equal.

Then, we have that from the information;

Line AB = line BC

Now, substitute the values

20x- 2 = 12x + 30

collect the like terms, we get;

20x - 12x = 30 + 2

Add the values

8x = 32

Make 'x' the subject

x = 4

Then,

Line AB = 20(4) - 2 = 80 - 2 = 78

Line BC = 12(4) + 30 = 48 + 30 = 78

Line AC = 25(4) = 100

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