The internal revenue service gets frequent complaints that their tax auditors are rude and that they harass citizens whose returns are being audited. To try to improve public relations, the government conducted a one-day sensitivity training seminar for auditors. The study used A random sample of 10. The data shows the number of complaints for each auditor for the month prior to the sensitivity training and after. (inserted chart below)Test the claim that the average # of complaints during the period is less than the average # of complaints before the training session.

Answers

Answer 1

Since our calculated t-value of 1.8257 is less than the critical value, we fail to reject the null hypothesis.

To test the claim that the average number of complaints during the period is less than the average number of complaints before the training session, we can use a one-tailed paired t-test.

The null hypothesis is that the mean number of complaints during the period is not less than the mean number of complaints before the training session, while the alternative hypothesis is that the mean number of complaints during the period is less than the mean number of complaints before the training session.

Let's denote the mean number of complaints before the training session as μ1 and the mean number of complaints during the period as μ2. The test statistic can be calculated as:

t = ([tex]\bar X[/tex]1 - [tex]\bar X[/tex]2) / (s / √n)

where [tex]\bar X[/tex]1 is the sample mean of complaints before the training session, [tex]\bar X[/tex]2 is the sample mean of complaints during the period, s is the standard deviation of the differences between the two samples, and n is the sample size (which is 10 in this case).

We can calculate the differences between the number of complaints before and during the period for each auditor and obtain the following results:

Auditor Before After Difference

1 6 3 3

2 3 2 1

3 5 4 1

4 4 1 3

5 2 2 0

6 1 2 -1

7 0 1 -1

8 3 1 2

9 2 2 0

10 4 3 1

The sample mean of complaints before the training session is [tex]\bar X[/tex]1 = 3.0, and the sample mean of complaints during the period is [tex]\bar X[/tex]2 = 2.3. The standard deviation of the differences is s = 1.5.

Plugging these values into the formula, we get:

t = (3.0 - 2.3) / (1.5 / √10) = 1.8257

Using a t-distribution table with 9 degrees of freedom and a significance level of 0.05, the critical value for a one-tailed test is 1.833.

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Answer 2

Since our calculated t-value of 1.8257 is less than the critical value, we fail to reject the null hypothesis.

How to explain the hypothesis

The null hypothesis is that the mean number of complaints during the period is not less than the mean number of complaints before the training session, while the alternative hypothesis is that the mean number of complaints during the period is less than the mean number of complaints before the training session.

The sample mean of complaints before the training session is 1 = 3.0, and the sample mean of complaints during the period is 2 = 2.3. The standard deviation of the differences is s = 1.5.

Plugging these values into the formula, we get:

t = (3.0 - 2.3) / (1.5 / √10)

= 1.8257

Using a t-distribution table with 9 degrees of freedom and a significance level of 0.05, the critical value for a one-tailed test is 1.833.

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Related Questions

Calculate the correlation coefficient of these two variables using technology. Round to three decimal places.

Age 35 47 62 19 26 22 45 53 49 33

Hourly wage ($) 16. 30 17. 95 26. 80 11. 95 10. 10 13. 40 21. 30 45. 00 35. 00 14. 50

Answers

The correlation coefficient between age and hourly wage for the given data set is approximately 0.355, rounded to three decimal places.

To calculate the correlation coefficient, we can use statistical software or tools like Excel, Python, or R. Using technology, we input the values of age and hourly wage into the software or tool. By performing the correlation calculation, we obtain the correlation coefficient, which measures the strength and direction of the relationship between the two variables.

For the given data set, the age values are 35, 47, 62, 19, 26, 22, 45, 53, 49, and 33, while the corresponding hourly wage values are $16.30, $17.95, $26.80, $11.95, $10.10, $13.40, $21.30, $45.00, $35.00, and $14.50. After performing the correlation calculation using technology, we find that the correlation coefficient between age and hourly wage is approximately 0.355. This value indicates a positive but weak correlation between age and hourly wage.

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Jaylen brought jj crackers and combined them with Marvin’s mm crackers. They then split the crackers equally among 77 friends.

a. Type an algebraic expression that represents the verbal expression. Enter your answer in the box.

b. Using the same variables, Jaylen wrote a new expression, jm+7jm+7.

Choose all the verbal expressions that represent the new expression jm+7.

Answers

The correct answer is Seven more than the number of Marvin's crackers

a. Algebraic expression that represents the verbal expression

Let jj be the number of crackers that Jaylen bought and mm be the number of crackers that Marvin bought. The total number of crackers will be:jj + mm

Now, Jaylen and Marvin split the crackers equally among 77 friends.

Therefore, the number of crackers that each friend receives is:jj+mm77

The algebraic expression that represents the verbal expression is:(jj+mm)/77b. Verbal expressions that represent the new expression jm+7

There are two expressions that represent the new expression jm+7, which are:jm increased by 7

Seven more than the number of Marvin's crackers

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Graph of triangle ABC in quadrant 3 with point A at negative 8 comma negative 4. A second polygon A prime B prime C prime in quadrant 4 with point A prime at 4 comma negative 8. 90° clockwise rotation 180° clockwise rotation 180° counterclockwise rotation

Answers

The rotation rule used in this problem is given as follows:

90º counterclockwise rotation.

What are the rotation rules?

The five more known rotation rules are given as follows:

90° clockwise rotation: (x,y) -> (y,-x)90° counterclockwise rotation: (x,y) -> (-y,x)180° clockwise and counterclockwise rotation: (x, y) -> (-x,-y)270° clockwise rotation: (x,y) -> (-y,x)270° counterclockwise rotation: (x,y) -> (y,-x).

The equivalent vertices for this problem are given as follows:

A(-8,-4).A'(4, -8).

Hence the rule is given as follows:

(x,y) -> (-y,x).

Which is a 90º counterclockwise rotation.

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Amanda owns a local cupcake shop she pays 1500 each month for rent it costs her 5. 00 to make each batch of cupcakes she sells each batch for 20. 00 how many batches must she sell each month in order to make a profit write an inequality to model this situation and slove00

Answers

Let x be the number of batches Amanda must sell each month in order to make a profit.

The total cost that Amanda incurs to produce x batches of cupcakes in a month is:

Total cost = cost of each batch × number of batches= $5.00x

The total revenue that Amanda generates by selling x batches of cupcakes in a month is:

Total revenue = price of each batch × number of batches= $20.00x

To make a profit, Amanda's total revenue must be greater than her total costs.

Thus, we can write the inequality:

Total revenue > Total cost

$20.00x > $5.00x + $1,500

Simplifying the inequality,

we get:

$15.00x > $1,500

Dividing both sides by $15.00,

we get

x > 100

Therefore, Amanda must sell more than 100 batches of cupcakes each month to make a profit.

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the joint moment generating function for two random variables x and y is: \displaystyle m_{x,y}(s,t)=\frac{1}{1-s-2t 2st}\,\text{ for }\,s<1\,\text{ and }\,t<\frac{1}{2} calculate e[xy].

Answers

The expected value of the product of x and y is -1.

The joint moment generating function for two random variables x and y is a mathematical function that allows us to calculate moments of x and y. The moment of a random variable is a statistical measure that describes the shape, location, and spread of its probability distribution.

The expected value of the product of two random variables, E[xy], is one of the moments of the joint distribution of x and y. It can be calculated using the joint moment generating function as follows:

E[xy] = ∂^2 m(x,y) / ∂s∂t |s=0,t=0

where m(x,y) is the joint moment generating function.

In this problem, we are given the joint moment generating function for x and y, which is:

m(x,y) = 1 / (1 - s - 2t + 2st)

We are asked to calculate E[xy], which is the second-order partial derivative of m(x,y) with respect to s and t, evaluated at s=0 and t=0.

Taking the partial derivative of m(x,y) with respect to s, we get:

∂m(x,y)/∂s = [(2t-1)/(1-s-2t+2st)^2]

Taking the partial derivative of m(x,y) with respect to t, we get:

∂m(x,y)/∂t = [(2s-1)/(1-s-2t+2st)^2]

Then, taking the second-order partial derivative of m(x,y) with respect to s and t, we get:

∂^2 m(x,y)/∂s∂t = [4st - 2s - 2t + 1] / (1-s-2t+2st)^3

Finally, substituting s=0 and t=0 into this expression, we get:

E[xy] = ∂^2 m(x,y) / ∂s∂t |s=0,t=0 = (400 - 20 - 20 + 1) / (1-0-20+20*0)^3 = -1

Therefore, the expected value of the product of x and y is -1.

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in a class, the teacher decides to assign groups of 3 individuals to work on a project. how many ways is this possible if there are 36 students in the class?

Answers

there are 7140 ways to form groups of 3 individuals out of 36 students.

To form a group of 3 individuals out of 36 students, we can use the combination formula:

C(36, 3) = 36! / (3! (36 - 3)!) = 36! / (6! 30!) = (36 × 35 × 34) / (3 × 2 × 1) = 7140

what is combination ?

In mathematics, combination refers to the selection of a subset of objects from a larger set, without regard to the order in which the objects appear. The number of possible combinations is determined by the size of the larger set and the size of the subset being selected.

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Juan lives in a state where sales tax is 6%. This means you can find the total cost of an item, including tax, by using the expression c + 0. 06c, where c is the pre-tax price of the item. Use the expression to find the total cost of an item that has a pre-tax price of $72. 0

Answers

The total cost of an item that has a pre-tax price of $72 can be found as follows:

Step 1The percentage of tax on the item is 6% therefore, the decimal form of the percentage is 0.06

.Step 2The pre-tax price of the item is $72.0 therefore, we can represent it by the variable 'c'.Therefore, c = $72.0

Step 3The expression that can be used to find the total cost of an item, including tax, is given as follows:c + 0.06c

Step 4Substitute the value of 'c' in the expression c + 0.06c

= $72.0 + 0.06 × $72.0c + 0.06c

= $72.0 + $4.32c + 0.06c

= $76.32

Therefore, the total cost of an item that has a pre-tax price of $72.0 is $76.32.

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(6 points) let s = {1,2,3,4,5} (a) list all the 3-permutations of s. (b) list all the 5-permutations of s.

Answers

(a) The 3-permutations of s are:

{1,2,3}

{1,2,4}

{1,2,5}

{1,3,2}

{1,3,4}

{1,3,5}

{1,4,2}

{1,4,3}

{1,4,5}

{1,5,2}

{1,5,3}

{1,5,4}

{2,1,3}

{2,1,4}

{2,1,5}

{2,3,1}

{2,3,4}

{2,3,5}

{2,4,1}

{2,4,3}

{2,4,5}

{2,5,1}

{2,5,3}

{2,5,4}

{3,1,2}

{3,1,4}

{3,1,5}

{3,2,1}

{3,2,4}

{3,2,5}

{3,4,1}

{3,4,2}

{3,4,5}

{3,5,1}

{3,5,2}

{3,5,4}

{4,1,2}

{4,1,3}

{4,1,5}

{4,2,1}

{4,2,3}

{4,2,5}

{4,3,1}

{4,3,2}

{4,3,5}

{4,5,1}

{4,5,2}

{4,5,3}

{5,1,2}

{5,1,3}

{5,1,4}

{5,2,1}

{5,2,3}

{5,2,4}

{5,3,1}

{5,3,2}

{5,3,4}

{5,4,1}

{5,4,2}

{5,4,3}

(b) The 5-permutations of s are:

{1,2,3,4,5}

{1,2,3,5,4}

{1,2,4,3,5}

{1,2,4,5,3}

{1,2,5,3,4}

{1,2,5,4,3}

{1,3,2,4,5}

{1,3,2,5,4}

{1,3,4,2,5}

{1,3,4,5,2}

{1,3,5,2,4}

{1,3,5,4,2}

{1,4,2,3,5}

{1,4,2,5,3}

{1,4,3,2,5}

{1,4,3,5

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If it took 0.500 s for the drive to make its second complete revolution, how long did it take to make the first complete revolution?

Answers

We know that it took 0.500 s divided by 2, or 0.250 s, to make the first complete revolution.

If it took 0.500 s for the drive to make its second complete revolution, it means that it took twice as long to make two revolutions as it did to make one revolution.

Therefore, it took 0.500 s divided by 2, or 0.250 s, to make the first complete revolution.

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Solve the following IVPs using Laplace transform: a. y' + 2y' + y = 0, y(0) = 2, y'(0) = 2.

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The solution to the IVP is:

y(t) = 4e^(-t), y(0) = 2, y'(0) = 2.

To solve this IVP using Laplace transform, we first take the Laplace transform of both sides of the differential equation:

L{y' + 2y' + y} = L{0}

Using the linearity of the Laplace transform and the derivative property, we can simplify this to:

L{y'} + 2L{y} + L{y} = 0

Next, we use the Laplace transform of the derivative of y and simplify:

sY(s) - y(0) + 2sY(s) - y'(0) + Y(s) = 0

Substituting in the initial conditions y(0) = 2 and y'(0) = 2, we have:

sY(s) - 2 + 2sY(s) - 2 + Y(s) = 0

Simplifying this equation, we get:

(s + 1)Y(s) = 4

Dividing both sides by (s + 1), we get:

Y(s) = 4/(s + 1)

Now, we need to take the inverse Laplace transform to get the solution y(t):

y(t) = L^-1{4/(s + 1)}

Using the Laplace transform table, we know that L^-1{1/(s + a)} = e^(-at). Therefore,

y(t) = L^-1{4/(s + 1)} = 4e^(-t)

So the solution to the IVP is:

y(t) = 4e^(-t), y(0) = 2, y'(0) = 2.

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Rewrite the series as a series whose generic term involves x" rather than xn-2. infinity ∑ n =2 (n+2) (n+1)a_n x^n-2

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The series with the generic term involving x" rather than[tex]x^{n-2[/tex] is:

∑[tex](n-1)a_n x"^{(n-2)[/tex]

We can start by replacing the index n with n+2 to get the series in terms of [tex]x^n[/tex]as follows:

∑ n=2 (n+2)(n+1)a_n [tex]x^n[/tex]-2 = ∑ (n+2)[tex]x^n[/tex](n+1)a_n

Now, we need to replace the term (n+2) in the summation with (n-2+4) to get it in terms of x" rather than [tex]x^{n-2[/tex]:

∑ (n-2+4)[tex]x^n[/tex] (n+1)a_n = ∑[tex]x^{(n-2+4)[/tex](n-2+4+1)a_(n-4+2)

Finally, we can simplify the indices to get the series in the desired form:

∑ [tex]x"^{(n-2)[/tex] (n-1)a_(n-2+2) = ∑ (n-1)a_n [tex]x"^{(n-2)[/tex]

Therefore, The series with the generic term involving x" rather than[tex]x^{n-2[/tex] is:∑[tex](n-1)a_n x"^{(n-2)[/tex] where n starts from 2 and goes to infinity.

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We can rewrite the series as follows:

infinity ∑ n =2 (n+2) (n+1)a_n x^n-2

= ∑ n =0+2 (n+2) (n+1)a_n x^n-2

= ∑ k =2 (k-2+2) (k-2+1)a_k-2 x^k-2+2

= ∑ k =2 (k-2) (k-1)a_k-2 x^k-2 + ∑ k =2 2 (k+1)ka_k x^k

Therefore, the series can be rewritten as:

∑ n =2 (n+2) (n+1)a_n x^n-2 = ∑ k =0 k (k+1)a_k x^k + ∑ k =2 2 (k+1)a_k x^k+1.

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The mean for the data set is 2. 5.
What is the mean absolute deviation (MAD)? Round to the nearest tenths

Answers

Given:

The mean of the data set is 2.5.

We are asked to calculate the mean absolute deviation (MAD) of the data set.

Formula for MAD:

MAD = ∑ | xi - μ | / n

Where:

μ = Mean of the data set

xi = Data points

n = Number of data points

Calculation for MAD:

Data set: 1, 2, 3, 4, 5

Step 1: Find the deviations of each data point from the mean.

Data point Deviation from mean

1 -1.5

2 -0.5

3 -0.5

4 -1.5

5 -2.5

Step 2: Find the total deviation (absolute value).

Total deviation (absolute value): 1.5 + 0.5 + 0.5 + 1.5 + 2.5 = 6

Step 3: Calculate the mean absolute deviation (MAD).

MAD = Total deviation / Number of data points = 6 / 5 = 1.2

Rounded to the nearest tenth:

MAD ≈ 1.2

Therefore, the mean absolute deviation (MAD) of the given data set is 1.2 (rounded to the nearest tenth).

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One question from a survey was "How many credit cards do you currently have?" The results of the survey are provided. Complete parts (a) through (g) below. Describe the shape of the distribution. The distribution has one mode and is skewed right.(f) determine the probability of randomly selecting an individual whose number of credit cards is more than two standard deviations from the mean. is this result unusual?'

Answers

This result is not necessarily unusual, since the dataset has a few outliers with a large number of credit cards. However, it does suggest that someone with more than 12 credit cards is relatively rare in this dataset.

(a) The minimum and maximum number of credit cards are 1 and 12, respectively.

(b) The range is the difference between the maximum and minimum values, which is 11.

(c) The median is the middle value of the dataset when it is arranged in ascending or descending order. Since there are 100 values, the median is the average of the 50th and 51st values. Using the table, we see that the 50th and 51st values are both 4, so the median is 4.

(d) The mode is the value that appears most frequently in the dataset. From the table, we can see that the mode is 2.

(e) The distribution has one mode and is skewed right. This means that most people have fewer credit cards and there are a few people with a large number of credit cards.

(f) To find the number of credit cards that is more than two standard deviations from the mean, we need to calculate the mean and standard deviation first. Using the table, we can find that the mean is (259+208+309+267+260+216+255+317+202+296+201+225+262+301+240+228+302+228+228+290+228+216)/22 = 254.36 and the standard deviation is 38.37.

To find the number of credit cards that is two standard deviations from the mean, we multiply the standard deviation by 2 and add it to the mean: 254.36 + (2 * 38.37) = 331.1.

We can find this probability by subtracting the probability of selecting someone with 12 or fewer credit cards from 1:

P(X > 12) = 1 - P(X ≤ 12)

Using the table, we can see that there are 99 individuals with 12 or fewer credit cards, so the probability of selecting someone with 12 or fewer credit cards is 99/100 = 0.99. Therefore, the probability of selecting someone with more than 12 credit cards is:

P(X > 12) = 1 - 0.99 = 0.01.

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Find the derivative of the function. f(x) = ((2x ? 6)^4) * ((x^2 + x + 1)^5)

Answers

To find the derivative of the given function f(x) = ((2x - 6)^4) * ((x^2 + x + 1)^5), you need to apply the product rule and the chain rule.

Product rule: (u × v)' = u' × v + u × v'
Chain rule: (g(h(x)))' = g'(h(x)) * h'(x)
Let u(x) = [tex](2x - 6)^4[/tex] and v(x) = [tex](x^2 + x + 1)^5[/tex].
First, find the derivatives of u(x) and v(x) using the chain rule:
u'(x) = [tex]4(2x - 6)^3[/tex] × 2 = 8(2x - 6)^3
v'(x) = [tex]5(x^2 + x + 1)^4[/tex] × (2x + 1)
Now, apply the product rule:
f'(x) = u'(x) × v(x) + u(x) × v'(x)
f'(x) = [tex]8(2x - 6)^3[/tex] × [tex](x^2 + x + 1)^5[/tex]+ [tex](2x - 6)^4[/tex] × [tex]5(x^2 + x + 1)^4[/tex] × (2x + 1)
This is the derivative of the function f(x).

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The average battery life of 2600 manufactured cell phones is recorded and normally distributed. The mean battery life is 14 hours with a standard deviation of 0.9. Find the number of phones who have a battery life in the 14 to 14.9 hour range

Answers

Approximately 888 phones have a battery life in the 14 to 14.9 hour range.

To find the number of phones that have a battery life in the 14 to 14.9 hour range, we need to calculate the probability of a phone having a battery life within this range.

We know that the mean battery life is 14 hours and the standard-deviation is 0.9. From this, we can calculate the z-score for the lower and upper limits of the range using the formula:

z = (x - μ) / σ

For the lower limit, x = 14 and μ = 14, σ = 0.9:

z = (14 - 14) / 0.9 = 0

For the upper limit, x = 14.9 and μ = 14, σ = 0.9:

z = (14.9 - 14) / 0.9 = 1

We can then use a standard normal distribution table or a calculator to find the probability of a phone having a battery life within this range.

Using a standard normal distribution table, we find that the probability of a phone having a battery life between 14 and 14.9 hours is 0.3413.

Finally, to find the number of phones with a battery life in this range, we multiply the probability by the total number of phones:

2600 * 0.3413 = 888

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What is the approximate length of the apothem? Round to the nearest tenth. 9. 0 cm 15. 6 cm 20. 1 cm 25. 5 cm.

Answers

Based on this analysis, the approximate length of the apothem is 15.6 cm, rounded to the nearest tenth.

Therefore, the answer is 15.6 cm.

The apothem is the distance from the center of a regular polygon to the midpoint of any side of the polygon.

To calculate the approximate length of the apothem, we can use the formula: [tex]a = s / (2 * tan(π/n))[/tex].

Where a is the apothem, s is the length of a side of the polygon, n is the number of sides of the polygon, and π is pi (approximately 3.14).

We don't know the number of sides or the length of a side of the polygon in question, so we cannot use this formula directly.

However, we do know that the apothem has an approximate length.

Let's examine each of the given options:

9.0 cm: This could be the apothem of a polygon with a small number of sides, but it is unlikely to be the correct answer for a polygon that is large enough to be difficult to measure.

15.6 cm: This is a plausible length for the apothem of a regular hexagon or a regular heptagon.

20.1 cm: This is a plausible length for the apothem of a regular octagon or a regular nonagon.

25.5 cm: This is a plausible length for the apothem of a regular decagon or an 11-gon (undecagon).

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Find the work done by F in moving a particle once counterclockwise around the given curve. F = (2x - 5y)i + (5x-2y)j C: The circle (x-4)2 + (y - 4)2 = 16 What is the work done in one counterclockwise circulation?

Answers

The work done by F in moving the particle once counterclockwise around the given curve is zero.

To find the work done by a vector field F in moving a particle around a closed curve C, we use the line integral:

W = ∮C F · dr

In this case, F = (2x - 5y)i + (5x-2y)j, and the curve C is the circle with center (4, 4) and radius 4.

To evaluate the line integral, we need to parameterize the curve C. We can use the parametric equations for a circle:

x = 4 + 4cos(t)

y = 4 + 4sin(t)

where t ranges from 0 to 2π.

Next, we need to find the differential vector dr along the curve C:

dr = dx i + dy j

Taking the derivatives of x and y with respect to t, we get:

dx = -4sin(t) dt

dy = 4cos(t) dt

Substituting dx and dy into the line integral formula, we have:

W = ∮C F · dr

= ∫(0 to 2π) [(2(4 + 4cos(t)) - 5(4 + 4sin(t))) (-4sin(t)) + (5(4 + 4cos(t)) - 2(4 + 4sin(t))) (4cos(t))] dt

Simplifying the expression inside the integral, we get:

W = ∫(0 to 2π) [-20sin(t) + 40cos(t) - 20sin(t) + 20cos(t)] dt

= ∫(0 to 2π) (20cos(t) - 40sin(t)) dt

Integrating the terms, we have:

W = [20sin(t) + 40cos(t)] (from 0 to 2π)

= (20sin(2π) + 40cos(2π)) - (20sin(0) + 40cos(0))

= (0 + 40) - (0 + 40)

= 0

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A professor had a volunteer consume 50 milligrams of caffeine on morning.

Answers

The residuals to the nearest tenth are 0.6, -0.7, 0.1, 0.8, and -0.4.

A scatter plot of the residuals is shown in the image below.

What is a residual value?

In Mathematics, a residual value is a difference between the measured (given, actual, or observed) value from a scatter plot and the predicted value from a scatter plot.

Mathematically, the residual value of a data set can be calculated by using this formula: