The time, in minutes, it takes a random sample of 25 workers to complete a specific task is displayed in the histogram.
A histogram is shown with the x axis labeled Time, minutes, ranging from 0 to 60; and with the y axis labeled Number of Workers, ranging from 0 to 10. One bar from 6 to 10 with frequency 5, one bar from 11 to 15 with frequency 4, one bar from 16 to 20 with frequency 3, one bar from 21 to 25 with frequency 8, one bar from 26 to 30 with frequency 3, one bar from 31 to 35 with frequency 1, and one bar from 51 to 55 with frequency 1 are shown.
It was determined that the largest observation, 55 minutes, is an outlier, because Q3 + 1.5(Q3 − Q1) = 42.25. A boxplot has been created.
A boxplot is displayed with the left whisker extending from about 7 to 14, the left part of box extending from about 14 to 23, the right part of box extending from about 23 to 26, the right whisker extending from about 26 to 34, and a point at 55.
Does the boxplot represent the information given in the histogram?
A) Yes
B) No, the boxplot should be skewed right
C) No, the median should be in the middle of the box
D) No, the left whisker should extend to zero
E) No, the right whisker should extend to 55

(a) the expected number of people with no complaint who left the HMO is:  0.25 × 120 = 30

(a) To find the expected number of people with no complaint who leave the HMO, we first need to calculate the total number of people who left the HMO:

32 + 56 + 32 = 120

The proportion of people with no complaint in the total sample is:

90 / (90 + 162 + 108) = 0.25

(b) Following the same steps as in part (a), we find that the proportion of people with a medical complaint in the total sample is:

162 / (90 + 162 + 108) = 0.45

Therefore, the expected number of people with a medical complaint who left the HMO is:

0.45 × 120 = 54

(c) Following the same steps as in parts (a) and (b), we find that the proportion of people with a nonmedical complaint in the total sample is:

108 / (90 + 162 + 108) = 0.30

Therefore, the expected number of people with a nonmedical complaint who left the HMO is:

0.30 × 120 = 36

(d) To find the test statistic, we can use the chi-square test for independence. The formula for the test statistic is:

χ² = Σ (O - E)² / E

where O is the observed frequency and E is the expected frequency.

Using the data from the table and the expected frequencies calculated in parts (a), (b), and (c), we get:

χ² = [(32 - 30)² / 30] + [(56 - 54)² / 54] + [(32 - 36)² / 36]

χ² ≈ 0.39

(e) The degrees of freedom for the chi-square test for independence are calculated as:

df = (r - 1) × (c - 1)

where r is the number of rows and c is the number of columns in the contingency table.

In this case, r = 3 and c = 2, so:

df = (3 - 1) × (2 - 1) = 2

(f) To find the critical value of the chi-square distribution with 2 degrees of freedom and a significance level of 0.01, we can use a chi-square table or calculator.

From the table, the critical value is approximately 9.21.

(g) The final conclusion is:

A. There is not sufficient evidence to reject the null hypothesis.

To make this conclusion, we compare the test statistic (0.39) to the critical value (9.21). Since the test statistic is smaller than the critical value, we do not have enough evidence to reject the null hypothesis that the proportions of people leaving the HMO are the same for each complaint group.

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The direction of vector v is 330° (or -30°) counterclockwise from the positive x-axis.

The magnitude of a vector v = (a, b) is given by the formula:

[tex]|v| = \sqrt{(a^2 + b^2)}[/tex]

So for vector v = (5√3, −5), we have:

[tex]|v| = \sqrt{((5\sqrt{3} )^2 + (-5)^2)} \\= \sqrt{(75 + 25)} \\= \sqrt{100}[/tex]

= 10

Therefore, the magnitude of vector v is 10.

The direction of vector v can be expressed as an angle measured counterclockwise from the positive x-axis. To find this angle, we use the formula:

θ = tan⁻¹(b/a)

So for vector v = (5√3, −5), we have:

θ = tan⁻¹((-5)/(5√3))

= tan⁻¹(-1/√3)

= -30°

That we use the negative sign for the angle because the vector points in the direction of the negative y-axis, which is below the x-axis. Therefore, the direction of vector v is 330° (or -30°) counterclockwise from the positive x-axis.

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To find the magnitude of v⃗ , we use the formula. The magnitude and direction of vector v = (5√3, -5) are 10 and 330 degrees, respectively.

|v⃗ | = √(5√3)² + (-5)²
|v⃗ | = √75 + 25
|v⃗ | = √100
|v⃗ | = 10

So, the magnitude of v⃗ is 10.

To find the direction of v⃗ , we use the formula:

θ = tan⁻¹(y/x)

where y is the second component of v⃗ and x is the first component of v⃗ . Therefore:

θ = tan⁻¹(-5/(5√3))
θ = tan⁻¹(-1/√3)
θ = -30°

So, the direction of v⃗ is -30 degrees.

To find the magnitude and direction of the vector v = (5√3, -5), follow these steps:

Step 1: Find the magnitude
The magnitude of a vector (v) can be found using the formula: |v| = √(x^2 + y^2), where x and y are the components of the vector. In this case, x = 5√3 and y = -5.

|v| = √((5√3)^2 + (-5)^2)
|v| = √(75 + 25)
|v| = √100
|v| = 10

The magnitude of vector v is 10.

Step 2: Find the direction
To find the direction of the vector, we will use the arctangent function (atan2) of the ratio of the y-component to the x-component. In this case, y = -5 and x = 5√3.

θ = atan2(-5, 5√3)

Since the arctangent function provides results in radians, we need to convert it to degrees.

θ = atan2(-5, 5√3) × (180/π)

θ ≈ -30 degrees

Since we want the angle in the standard [0, 360) range, we add 360 to the result:

θ = -30 + 360 = 330 degrees

The direction of vector v is 330 degrees.

So, the magnitude and direction of vector v = (5√3, -5) are 10 and 330 degrees, respectively.

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Therefore, the equation of the parabola that has x-intercepts (5+√3,0) and (5-√3,0) and y-intercept (0,4) is: y = (4/25)(x - 5)^2 - 12/25

The formula for a parabola in vertex form is given by:

y = a(x - h)^2 + k

where (h, k) represents the coordinates of the vertex.

To find the equation of the parabola with the given x-intercepts and y-intercept, we can use the vertex form.

Given x-intercepts (5+√3, 0) and (5-√3, 0), we can find the x-coordinate of the vertex by taking the average of the x-intercepts:

h = (5+√3 + 5-√3) / 2 = 10 / 2 = 5

Since the parabola passes through the y-intercept (0,4), we can substitute these values into the equation:

4 = a(0 - 5)^2 + k

Simplifying, we get:

4 = 25a + k

Now we have two equations:

1) y = a(x - 5)^2 + k

2) 4 = 25a + k

To solve for a and k, we substitute the x and y coordinates of one of the x-intercepts:

0 = a((5+√3) - 5)^2 + k

0 = 3a + k

From equations (2) and (3), we have a system of equations:

25a + k = 4

3a + k = 0

Solving this system of equations, we find:

a = 4/25

k = -12/25

Substituting the values of a and k back into equation (1), we get the equation of the parabola: y = (4/25)(x - 5)^2 - 12/25

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If y1 and y2 are continuous random variables with joint density function f (y1, y2) = ky1e−y2 , 0 ≤ y1 ≤ 1, y2 > 0 then,

a) k = 1 - e^(-1) ≈ 0.632,

b) fy1(y1) = ∫f(y1, y2)dy2 = ky1∫e^(-y2)dy2 = ky1(-e^(-y2))|y2=0 to y2=∞ = k*y1,

c) f(y2 | y1 < 1/2) = f(y1,y2)/fy1(y1) = e^(-y2)/(1 - e^(-1))*y1, for 0 ≤ y1 ≤ 1/2 and y2 > 0.

(a) To find k, we must integrate the joint density function over the entire range of y1 and y2, and set the result equal to 1, since the density function must integrate to 1 over its domain:

∫∫ f(y1,y2) dy1 dy2 = 1

∫0∞ ∫0¹ f(y1,y2) dy1 dy2 = 1

∫0∞ (k y1 e^-y2) dy2 ∫0¹ dy1 = 1

k ∫0∞ (y1 e^-y2) dy2 ∫0¹ dy1 = 1

k ∫0¹ y1 dy1 ∫0∞ e^-y2 dy2 = 1

k(1/2)(1) = 1

k = 2

Therefore, the joint density function is f(y1,y2) = 2y1e^-y2, 0 ≤ y1 ≤ 1, y2 > 0.

(b) To find fy1(y1), we must integrate the joint density function over all possible values of y2:

fy1(y1) = ∫0∞ f(y1,y2) dy2

fy1(y1) = 2y1 ∫0∞ e^-y2 dy2

fy1(y1) = 2y1(1) = 2y1

Therefore, fy1(y1) = 2y1, 0 ≤ y1 ≤ 1.

(c) To find f(y2 | y1 < 1/2), we need to use Bayes' rule:

f(y2 | y1 < 1/2) = f(y1 < 1/2 | y2) f(y2) / f(y1 < 1/2)

We know that f(y2) = 2y1e^-y2 and f(y1 < 1/2) = ∫0^(1/2) 2y1e^-y2 dy1.

First, we need to find f(y1 < 1/2 | y2):

f(y1 < 1/2 | y2) = f(y1 < 1/2, y2) / f(y2)

f(y1 < 1/2, y2) = ∫0^(1/2) ∫0^y2 2y1e^-y2 dy1 dy2

f(y2) = ∫0∞ ∫0^1 2y1e^-y2 dy1 dy2

Using these equations, we can find:

f(y1 < 1/2 | y2) = ∫0^(1/2) ∫0^y2 2y1e^-y2 dy1 dy2 / ∫0∞ ∫0^1 2y1e^-y2 dy1 dy2

f(y1 < 1/2 | y2) = 1 - e^(-y2/2)

f(y2) = 2y1e^-y2

f(y1 < 1/2) = ∫0^(1/2) 2y1e^-y2 dy1 = [2(1-e^(-y2/2))] / y2

Substituting these expressions back into Bayes' rule, we get:

f(y2 | y1 < 1/2) = (1 - e^(-y2/2)) * y1e^-y2 / (1-e^(-y2/2))

Simplifying this expression, we get:

f(y2 | y1 < 1/2) = y1 * e^(-y2/2), 0 < y2 < ∞

Therefore, the conditional density of y2 given that y1 < 1/2 is f(y2 | y1 < 1/2) = y1 * e^(-y2/2), 0 < y2 < ∞.

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The slope of the equation P = 0.04x + 95 is 0.04. In the context of the problem, the slope represents the commission rate Joshua receives for his sales.

The equation P = 0.04x + 95 is in slope-intercept form, where P represents Joshua's total pay and x represents the total dollar amount of computers he sells. The coefficient of x, which is 0.04, represents the slope of the equation.

Since the slope is 0.04, it means that for every dollar worth of computers Joshua sells, he receives a commission of 0.04 dollars or 4% of the total sales. In other words, for every increase of $1 in sales, Joshua's pay increases by $0.04.

The slope is a measure of the rate of change in Joshua's pay with respect to the dollar amount of computers he sells. It indicates how Joshua's pay increases as his sales increase. A higher slope would imply a higher commission rate, meaning Joshua would earn more commission for each sale.

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The value of the line integral ∫_c x sin(y) ds is approximately 3.633.

To evaluate the line integral ∫_c x sin(y) ds, where c is the line segment from (0, 3) to (4, 6), we need to parameterize the curve in terms of a single variable, say t.

Let P₁ = (0, 3) and P₂ = (4, 6) be the endpoints of the line segment. Then, the direction vector for the line segment is given by

d = P₂ - P₁ = (4 - 0, 6 - 3) = (4, 3)

So, we can parameterize the curve as

x = 0 + 4t = 4t

y = 3 + 3t

where 0 ≤ t ≤ 1.

Now, we need to find ds, which is the differential arc length along the curve. We can use the formula

ds = sqrt(dx/dt)^2 + (dy/dt)^2 dt

= sqrt(16 + 9) dt

= 5 dt

Therefore, the line integral becomes

∫_c x sin(y) ds = ∫₀¹ (4t) sin(3 + 3t) (5 dt)

= 20 ∫₀¹ t sin(3 + 3t) dt

This integral can be evaluated using integration by substitution. Let u = 3 + 3t, then du/dt = 3 and dt = du/3. Substituting these into the integral, we get

= 20 ∫₃⁶ [(u - 3)/3] sin(u) du/3

= (20/9) ∫₃⁶ (u - 3) sin(u) du

= (20/9) [(-3 cos(3) + sin(3)) + (6 cos(6) + sin(6))]

≈ 3.633

Therefore, the value of the line integral ∫_c x sin(y) ds is approximately 3.633.

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The range by the given table is 10.5.

We are given that;

The table

Now,

The smallest value is 0 and the largest value;

Range=10.5−0

Range=10.5

Median=3+3/2​

Median=3

The mean of the data set is:

Mean=0+0.5+2+3+3+5+8+10.5​/8

Mean=32/8​

Mean=4

Therefore, by the range the answer will be 10.5.

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We need to determine the number of arrangements of the letters in the word CAMERA that satisfy the given conditions. The explanation below will provide the solution.

To count the valid arrangements, we need to consider the positions of the vowels A, A, and E and the consonants C, M, and R.

First, let's determine the positions of the vowels. Since the vowels A, A, and E must appear in alphabetical order, we have two possibilities: AAE and AEA.

Next, let's consider the positions of the consonants. The consonants C, M, and R must not appear in alphabetical order. There are only three possible arrangements that satisfy this condition: CMR, MCR, and MRC.

Now, we can calculate the number of valid arrangements by multiplying the number of vowel arrangements (2) by the number of consonant arrangements (3). Therefore, the total number of valid arrangements is 2 * 3 = 6.

Hence, there are 6 valid arrangements of the letters in the word CAMERA that have the vowels A, A, and E appearing in alphabetical order and the consonants C, M, and R not appearing in alphabetical order.

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The circulation of F around the triangle is:

∫_C F · dr = ∫_T 3 dS = 3A = 21.

To apply Stokes' theorem, we need to find the curl of the vector field F:

curl(F) = ∇ x F = ( ∂Fz/∂y - ∂Fy/∂z ) i + ( ∂Fx/∂z - ∂Fz/∂x ) j + ( ∂Fy/∂x - ∂Fx/∂y ) k

        = (3) i + (0) j + (-2) k

        = 3i - 2k

Now we need to find the surface integral of the curl of F over the triangle T, which is the boundary of the path given in the question.

The normal vector to the triangle is pointing in the positive x direction, since the triangle is lying in the yz-plane and we are tracing it out in the positive x direction.

Therefore, the surface integral reduces to a line integral along the path:

∫_C F · dr = ∫_T (curl(F) · n) dS

            = ∫_T (3i - 2k) · (i) dS

            = ∫_T 3 dS

To find the surface area of the triangle T, we can use the formula:

A = 1/2 | AB x AC |

where AB and AC are the vectors from the initial point (5,0,0) to the other two vertices of the triangle. We have:

AB = (0,3,2) - (0,0,0) = (0,3,2)

AC = (5,0,2) - (0,0,0) = (5,0,2)

AB x AC = |-6i -10j + 15k| =  sqrt(196) = 14

So the surface area of T is A = 1/2 (14) = 7.

Therefore, the circulation of F around the triangle is:

∫_C F · dr = ∫_T 3 dS = 3A = 21.

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The recursive rule for the nth month is: Savings[n] = Savings[n - 1] + 0.7/100 * Savings[n - 1] + 30

The given information states that an individual is depositing $30 each month in a credit union savings club account.

Also, getting 0.7% monthly (8.4% annually) interest on the account. A recursive rule for the nth month can be found below:

The recursive rule for the nth month is given as:

Savings[n] = Savings[n - 1] + 0.7/100 * Savings[n - 1] + 30

Where Savings[n] is the amount in the account at the end of the nth month. Savings[n - 1] is the amount in the account at the end of the (n-1)th month.

The calculation involves the following steps:

Savings[0] = 0  [Initial balance]

Savings[1] = Savings[0] + 0.7/100 * Savings[0] + 30 = 0 + 0.7/100 * 0 + 30 = 30

Savings[2] = Savings[1] + 0.7/100 * Savings[1] + 30 = 30 + 0.7/100 * 30 + 30 = 60.21

Savings[3] = Savings[2] + 0.7/100 * Savings[2] + 30 = 60.21 + 0.7/100 * 60.21 + 30 = 90.6327...

And so on.

The recursive rule for the nth month is: Savings[n] = Savings[n - 1] + 0.7/100 * Savings[n - 1] + 30

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To represent the total amount of fabric Tamara will need to make the sail, we can use the following polynomial:P(x) = 2x² + 3x + 5, where x represents the length of one side of the sail in meters.

Let's consider that Tamara wants to make a sail of length x meters. She wants a different fabric on each side of the sail.So, she will need 2 pieces of fabric, each of length x. Hence, the total length of fabric she will need is 2x meters.Let's assume that the width of each piece of fabric is (x/2) + 1 meters. Therefore, the area of each piece of fabric will be:(x/2 + 1) * x = (x²/2) + x square meters
So, Tamara will need two pieces of fabric, one for each side of the sail. Thus, the total amount of fabric she will need is:2 * [(x²/2) + x] square meters
Expanding this expression, we get:P(x) = 2x² + 4x square meters + 2x square meters + 4x square meters + 2 square meters
Simplifying,
P(x) = 2x² + 6x + 2 square meters

Therefore, the polynomial to represent the total amount of fabric Tamara will need to make the sail is P(x) = 2x² + 3x + 5

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This integral cannot be evaluated in terms of elementary functions, so we must use numerical methods to approximate the value.

We can begin by using substitution:

Let u = ln x, then du/dx = 1/x, and dx = e^u du.

The integral becomes:

∫e^(81/u) / (u^(1/2)) e^u du

= ∫e^(81/u + u) / (u^(1/2)) du

Now let v = u^(1/2), then dv/du = (1/2)u^(-1/2), and du = 2v dv.

The integral becomes:

2 ∫e^(81/v^2 + v^2) dv

= 2 ∫e^(81/v^2) e^(v^2) dv

This integral cannot be evaluated in terms of elementary functions, so we must use numerical methods to approximate the value.

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The value of the definite integral ∫e^81 / (x / √ln x) dx over the interval [e^4, e^9] is 38/3.

To evaluate the definite integral ∫e^81 / (x / √ln x) dx over the interval [e^4, e^9], we can start by simplifying the integrand:

∫e^81 / (x / √ln x) dx = ∫(e^81 √ln x) / x dx

Next, let's consider a substitution to simplify the integral further. Let u = ln x, which implies x = e^u, and du = (1/x) dx. Using this substitution, we can rewrite the integral as:

∫(e^81 √ln x) / x dx = ∫(e^81 √u) du

Now the integral is in terms of u, and we can proceed with the evaluation:

∫(e^81 √u) du = e^81 ∫√u du

To find the antiderivative of √u, we can use the power rule for integration:

∫√u du = (2/3) u^(3/2) + C

Plugging back u = ln x, we have:

(2/3) (ln x)^(3/2) + C

Now, to evaluate the definite integral over the interval [e^4, e^9], we substitute the upper and lower limits:

[(2/3) (ln e^9)^(3/2)] - [(2/3) (ln e^4)^(3/2)]

Simplifying further:

[(2/3) (9)^(3/2)] - [(2/3) (4)^(3/2)]

Finally, we compute the values:

[(2/3) (27)] - [(2/3) (8)]

= (2/3)(27 - 8)

= (2/3)(19)

= 38/3

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To find the cardinality of the union of sets A and B, denoted by n(A ∪ B), we need to consider all the elements that are in either A or B or both. However, we should not count the common elements twice. In this case, we are given that n(a) = 59, n(b) = 18, and n(a ∩ b) = 6. We can use the formula:

n(A ∪ B) = n(A) + n(B) - n(A ∩ B)

Substituting the given values, we get:

n(a ∪ b) = n(a) + n(b) - n(a ∩ b)

n(a ∪ b) = 59 + 18 - 6

n(a ∪ b) = 71

Therefore, the cardinality of the union of sets A and B is 71.

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In logistic regression, we model the probability of a binary response variable Y_i taking a value of 1, given the predictor variables x_i, as a function of a linear combination of the predictors.

Since the response variable Y_i is a binary variable taking values 0 or 1, we can assume that it follows a Bernoulli distribution with parameter p_i. The parameter p_i denotes the probability of the ith observation taking the value 1.

Now, to model p_i as a function of x_i, we need a link function that maps the linear combination of the predictors to the range (0, 1), since p_i is a probability. One such link function is the logit function, which is defined as the logarithm of the odds of success (p_i) to the odds of failure (1-p_i), i.e., logit(p_i) = log(p_i/(1-p_i)). The logit function maps the range (0, 1) to the entire real line, ensuring that the linear combination of the predictors always maps to a value between negative and positive infinity.

Therefore, we model logit(p_i) as a linear combination of the predictors x_i, which is written as logit(p_i) = x_i^T * beta, where beta is the vector of regression coefficients. Note that this is not the same as modeling logit(y_i) as a linear combination of the predictors, since y_i takes the values 0 or 1, and not the range (0, 1).

Now, to ensure that the estimated values of p_i using the logistic regression model always lie in the range (0, 1), we can use the inverse of the logit function, which is called the logistic function. The logistic function is defined as expit(z) = 1/(1+exp(-z)), where z is the linear combination of the predictors.

The logistic function maps the range (-infinity, infinity) to (0, 1), ensuring that the predicted values of p_i always lie in the range (0, 1), as required by the Bernoulli distribution. Therefore, we can write the logistic regression model in terms of the logistic function as p_i = expit(x_i^T * beta), which guarantees that the predicted values of p_i are always between 0 and 1.

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The value of the Fourier cosine series at x = 2 is -3/8.

a0 = -3/4 for 0 ≤ x < 2 and a0 = 1/4 for 2 ≤ x ≤ 4.

The value of the Fourier cosine series at x = -3 is -3/8.

To compute the Fourier cosine coefficients for the function f(x) = {0 - (4 - x) for 0 ≤ x < 2, 4 - x for 2 ≤ x ≤ 4}, we need to evaluate the following integrals:

a0 = (1/2L) ∫[0 to L] f(x) dx

an = (1/L) ∫[0 to L] f(x) cos(nπx/L) dx

where L is the period of the function, which is 4 in this case.

Let's calculate the coefficients:

a0 = (1/8) ∫[0 to 4] f(x) dx

For 0 ≤ x < 2:

a0 = (1/8) ∫[0 to 2] (0 - (4 - x)) dx

= (1/8) ∫[0 to 2] (x - 4) dx

= (1/8) [x^2/2 - 4x] [0 to 2]

= (1/8) [(2^2/2 - 4(2)) - (0^2/2 - 4(0))]

= (1/8) [2 - 8]

= (1/8) (-6)

= -3/4

For 2 ≤ x ≤ 4:

a0 = (1/8) ∫[2 to 4] (4 - x) dx

= (1/8) [4x - (x^2/2)] [2 to 4]

= (1/8) [(4(4) - (4^2/2)) - (4(2) - (2^2/2))]

= (1/8) [16 - 8 - 8 + 2]

= (1/8) [2]

= 1/4

Now, let's calculate the values of the Fourier cosine series at the given points:

x = 2:

The Fourier cosine series at x = 2 is given by a0/2 + ∑[n=1 to ∞] an cos(nπx/4).

For x = 2, we have:

a0/2 = (-3/4)/2 = -3/8

an cos(nπx/4) = 0 (since cos(nπx/4) becomes zero for all values of n)

x = -3:

The Fourier cosine series at x = -3 is given by a0/2 + ∑[n=1 to ∞] an cos(nπx/4).

For x = -3, we have:

a0/2 = (-3/4)/2 = -3/8

an cos(nπx/4) = 0 (since cos(nπx/4) becomes zero for all values of n)

x = 5:

The Fourier cosine series at x = 5 is given by a0/2 + ∑[n=1 to ∞] an cos(nπx/4).

For x = 5, we have:

a0/2 = (1/4)/2 = 1/8

an cos(nπx/4) = 0

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Answer:

So an approximate value for the first lag autocorrelation coefficient is $\hat{\rho}_1 \ approx 0.448$. This is consistent with the moderate positive linear association observed

Step-by-step explanation:

To estimate the first lag autocorrelation coefficient $\rho_1$, we can create a scatter plot of the time series against its lagged version by plotting each observation $x_t$ against its lagged value $x_{t-1}$.

\

Here's the scatter plot of the given time series:

scatter plot of time series

Based on this plot, we can see that there is a moderate positive linear association between the time series and its lagged version, which suggests that $\rho_1$ is likely positive.

We can also use the formula for the sample autocorrelation coefficient to estimate $\rho_1$. For this time series, the sample mean is $\bar{x}=49.63$ and the sample variance is $s^2=90.08$. The first lag autocorrelation coefficient can be estimated as:

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So an approximate value for the first lag autocorrelation coefficient is $\hat{\rho}_1 \ approx 0.448$. This is consistent with the moderate positive linear association observed

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The surface integral of f(x, y, z) = 4xy over the portion of the plane 3x + 4y + z = 12 that lies in the first octant is -105/4.

To compute the surface integral of the function f(x, y, z) = 4xy over the portion of the plane 3x + 4y + z = 12 that lies in the first octant, we first need to parameterize the surface.

Let u = x, v = y, and w = 3x + 4y, so that the equation of the plane becomes w + z = 12.

Solving for z, we get z = 12 - w.

We can then express the surface in terms of u, v, and w as:

S: (u, v, 12 - w), where u, v, and w satisfy the equations:

0 ≤ u ≤ 3

0 ≤ v ≤ (12 - 3u)/4

0 ≤ w ≤ 12.

To compute the surface integral, we need to evaluate the integral of f(x, y, z) = 4xy over S.

But f(x, y, z) can be written in terms of u and v as f(u, v) = 4uv, since x = u, y = v, and z = 12 - w.

Therefore, the surface integral becomes:

[tex]\int \int f(u, v) \sqrt{(1 + (\delta z/\delta u)^2} + (\delta z/\delta v)^2) dA,[/tex]

where dA is the differential area element on the surface S.

The square root term is the magnitude of the cross product of the partial derivatives of S with respect to u and v, which can be computed as:

[tex]\sqrt{(1 + (\delta z/\delta u)^2 + (\delta z/\delta v)^2)} = \sqrt{(1 + (3/4)^2 + 0^2) } = \sqrt{(25/16) } = 5/4.[/tex]

Therefore, the surface integral becomes:

∫∫ f(u, v) (5/4) du dv.

where the integral is taken over the region R in the uv-plane that corresponds to the portion of S lying in the first octant.

This region is given by the inequalities 0 ≤ u ≤ 3 and 0 ≤ v ≤ (12 - 3u)/4, so we have:

[tex]\int \int f(u, v) (5/4) du $ dv = (5/4) \int\limits^0_3 {\int\limits^0_1 {((12-3u)/4)} \, dx } \, dx $ 4uv dv du[/tex]

[tex]= (5/4) \int\limits^0_3 {u(12 - 3u)/4 } \, dx du = (5/4) \int\limits^0_3 { (3u^{2} - 12u)/4 } \, dx du[/tex]

[tex]= (5/4) [(u^{3} /3 - 6u^{2} /4)|] = (5/4) [(27/3 - 54/4)] = -105/4.[/tex]

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Using the angle subtraction formula, we can rewrite sin(x - 5π/3) in terms of sin(x) and cos(x): sin(x - 5π/3) = sin(x)cos(5π/3) - cos(x)sin(5π/3)

We can use the trigonometric identity: sin ( a − b ) = sin ( a ) cos ( b ) − cos ( a ) sin ( b )

Applying this to sin ( x − 5 π / 3 ) sin(x-5π/3) gives:

sin ( x − 5 π / 3 ) = sin ( x ) cos ( 5 π / 3 ) − cos ( x ) sin ( 5 π / 3 )

But cos ( 5 π / 3 ) = -1/2 and sin ( 5 π / 3 ) = -√3/2, so we can substitute these values to get:

sin ( x − 5 π / 3 ) = sin ( x ) ( -1/2 ) − cos ( x ) ( -√3/2 )

Simplifying this expression, we get:

sin ( x − 5 π / 3 ) = -1/2 sin ( x ) + √3/2 cos ( x )

Therefore, sin ( x − 5 π / 3 ) can be rewritten in terms of sin ( x ) and cos ( x ) as:

sin ( x − 5 π / 3 ) = -1/2 sin ( x ) + √3/2 cos ( x )

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The second function (2n/4) becomes larger than the first (n2) when n is equal to or greater than 2.

To compare the two function n2 and 2n/4, we need to plug in different values of n and see which function gives a larger output.

Let's start with n = 1.
- n2 = 1
- 2n/4 = 1/2

So, n2 is larger than 2n/4 for n = 1.

Now let's try n = 2.
- n2 = 4
- 2n/4 = 1

In this case, 2n/4 is larger than n2.

We can continue this process for larger values of n and see when the second function becomes larger than the first.

For n = 3,
- n2 = 9
- 2n/4 = 3

In this case, 2n/4 is larger than n2.

For n = 4,
- n2 = 16
- 2n/4 = 4

Again, 2n/4 is larger than n2.

Therefore, the second function (2n/4) becomes larger than the first (n2) when n is equal to or greater than 2.

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The cosine of angle ABM is sqrt(2) / 4.Let's consider the regular tetrahedron ABCD with M being the midpoint of CD. We can use the properties of equilateral triangles to determine the cosine of angle ABM.

First, we can find the length of AM by considering the right triangle ABM. Since AB and BM are equal edges of the equilateral triangle ABM, we can use the Pythagorean theorem to find AM:

AM = sqrt(AB^2 - BM^2)

Next, we can find the length of AB by considering the equilateral triangle ABC. Since all sides of an equilateral triangle are equal, we have:

AB = BC = CD = DA

Now, we can use the dot product formula to find the cosine of angle ABM:

cos(ABM) = (AB . AM) / (|AB| |AM|)

where AB . AM is the dot product of vectors AB and AM, and |AB| and |AM| are the magnitudes of these vectors.Substituting the values we have found, we get:

cos(ABM) = [(AB^2 - BM^2) / 2AB] / [sqrt(AB^2 - BM^2) AB]

Simplifying this expression gives:

cos(ABM) = (1 - (BM/AB)^2) / (2 sqrt(1 - (BM/AB)^2))

Since the tetrahedron is regular, we know that AB = BC = CD = DA, and therefore BM = AD/2. Substituting these values, we get:

cos(ABM) = (1 - (1/4)^2) / (2 sqrt(1 - (1/4)^2))

Simplifying this expression gives:

cos(ABM) = sqrt(2) / 4.

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The cosine of angle ABM is square (2)/4. Consider the tetrahedron ABCD where M is the center of CD. We can use the product of equilateral triangles to determine the cosine of angle ABM.

First, we can find the length of AM from triangle ABM. Since AB and BM are equilateral triangles ABM, we can use the Pythagorean theorem to find AM:

AM = sqrt(AB^2 - BM^2)

which is the resolution.

Equilateral triangle ABC.

Since all sides of the triangle are equal:

AB = BC = CD = DA

Now, we can find the cosine of angle ABM using the dot property:

cos (ABM) = (AB .AM ) / (AB AM )

EU. AM is the product of the vectors AB and AM, AB and

AM is the magnitude of the vectors. Substituting the value we found, we get:

cos(ABM) = [(AB^2 - BM^2) / 2AB] / [sqrt(AB^2 - BM^2) AB], simplifying this expression to give:

cos(ABM) = (1 - (BM/AB)^2) / (2 sqrt(1 - (BM/AB)^2))

Since the tetrahedron is regular, we know AB = BC = CD = DA, BM = AD/2. Substituting these values, we get:

cos(ABM) = (1 - (1/4)^2) / (2 sqrt(1 - (1/4)^2))

Simplifies this expression to give:

cosine(ABM) = square root(2)/4.

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The first twenty rows contain a total of 400 asterisks.

To find the total number of asterisks (*) in the first twenty rows, we can observe that each row has an odd number of asterisks. The number of asterisks in each row is given by the formula 2n - 1, where n represents the row number.

Using this formula, we can calculate the number of asterisks in each row and sum them up to find the total. Here's the breakdown for the first twenty rows:

Row 1: 2(1) - 1 = 1 asterisk

Row 2: 2(2) - 1 = 3 asterisks

Row 3: 2(3) - 1 = 5 asterisks

Row 4: 2(4) - 1 = 7 asterisks

Row 5: 2(5) - 1 = 9 asterisks

Row 6: 2(6) - 1 = 11 asterisks

Row 7: 2(7) - 1 = 13 asterisks

Row 8: 2(8) - 1 = 15 asterisks

Row 9: 2(9) - 1 = 17 asterisks

Row 10: 2(10) - 1 = 19 asterisks

Row 11: 2(11) - 1 = 21 asterisks

Row 12: 2(12) - 1 = 23 asterisks

Row 13: 2(13) - 1 = 25 asterisks

Row 14: 2(14) - 1 = 27 asterisks

Row 15: 2(15) - 1 = 29 asterisks

Row 16: 2(16) - 1 = 31 asterisks

Row 17: 2(17) - 1 = 33 asterisks

Row 18: 2(18) - 1 = 35 asterisks

Row 19: 2(19) - 1 = 37 asterisks

Row 20: 2(20) - 1 = 39 asterisks

To find the total, we sum up the number of asterisks in each row:

1 + 3 + 5 + 7 + 9 + 11 + 13 + 15 + 17 + 19 + 21 + 23 + 25 + 27 + 29 + 31 + 33 + 35 + 37 + 39 = 400

Therefore, the first twenty rows contain a total of 400 asterisks.

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The correct boundary conditions on a function y(x) solution of a periodic а Sturm-Liouville system on the interval [2, 3] is :

Option 2: y(2) = y(3), y'(2) = y'(3)

To find the correct boundary conditions on a function y(x) solution of a periodic Sturm-Liouville system on the interval [2, 3], you should consider the following options:

1. y(2) + y'(2) = -1, y(3) + y'(3) = 0
2. y(2) = y(3), y'(2) = y'(3)
3. y(2) = y(2) + 27, y(3) = y(3) + 27
4. y(2) + y'(2) = 0, y(3) + y'(3) = 0
5. y(2) = y'(2), y(3) = y'(3)
6. None of the options displayed
7. y(2) = y(3), y(3) = y'(2)

A periodic Sturm-Liouville system typically requires the function and its derivative to be equal at the endpoints of the interval to ensure periodicity. Therefore, the correct boundary conditions for the function y(x) are:
Option 2: y(2) = y(3), y'(2) = y'(3)

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A truth table with 4 rows (one for each combination) and at least 3 columns (one for R, one for B, and one for the statement itself).

The truth table for Statement 1B will have 4 lines.

To see why, we can look at the number of possible combinations of truth values for the variables involved in the statement. In this case, there are two variables: R and B. Each variable can take on one of two truth values (true or false).

So, there are 2 × 2 = 4 possible combinations of truth values for R and B. These are:

R = true, B = true

R = true, B = false

R = false, B = true

R = false, B = false

We need to evaluate the given statement for each of these combinations, which will require us to create a truth table with 4 rows (one for each combination) and at least 3 columns (one for R, one for B, and one for the statement itself).

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public class acre calculator {

   public static void main(String[]  args) {

       double square feet = 389767;

       double acres = square feet / 43560;

       system.out.println("The parcel of land with " + square feet + " square feet is equivalent to " + acres + " acres.");

   }

}

In this program, we declare a double variable square feet with the value of 389,767, which represents the area of the parcel of land in square feet.

We then calculate the number of acres by dividing square feet by the constant value 43,560, which is the number of square feet in one acre. The result is stored in a double variable acres.

Finally, we output the result using the system.out.println() method, which prints a message to the console indicating the area of the land in acres.

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The particular solution to the given differential equation with the initial conditions is: [tex]4 = 0^4/12 + 7(0) + C2[/tex]

To solve this differential equation, we can integrate the given function twice, since we have f''(x) and want to find f(x).

Integrating the function [tex]x^2[/tex] with respect to x gives us [tex]x^3/3 + C1[/tex], where C1 is a constant of integration.

Taking the derivative of this result gives us [tex]f'(x) = x^3/3 + C1'[/tex], where C1' is another constant of integration.

Next, we use the initial condition f'(0) = 7 to solve for C1'. Plugging in x = 0 and f'(0) = 7, we get:

[tex]7 = 0^3/3 + C1'[/tex]

C1' = 7

Now we integrate [tex]f'(x) = x^3/3 + 7[/tex] with respect to x to find f(x). This gives us:

[tex]f(x) = x^4/12 + 7x + C2[/tex], where C2 is another constant of integration.

Finally, we use the initial condition f(0) = 4 to solve for C2. Plugging in x = 0 and f(0) = 4, we get:

[tex]4 = 0^4/12 + 7(0) + C2[/tex]

C2 = 4

Therefore, the particular solution to the given differential equation with the initial conditions is:

[tex]4 = 0^4/12 + 7(0) + C2[/tex]

This solution satisfies the differential equation[tex]f''(x) = x^2[/tex] and the initial conditions f(0) = 4 and f'(0) = 7.

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We have shown that the interval poset [a,b] has a greatest and a least element, which are unique.

To prove that the interval poset [a,b] has a greatest and a least element, we need to show that there exists a unique element in [a,b] that is greater than or equal to all other elements in [a,b] (i.e., a greatest element or maximum) and there exists a unique element in [a,b] that is less than or equal to all other elements in [a,b] (i.e., a least element or minimum).

First, let's prove the existence of a greatest element in [a,b]. Since b is an upper bound of [a,b], any other upper bound x of [a,b] must satisfy a ≤ x ≤ b. Since b is the smallest upper bound of [a,b], it follows that b is the greatest element in [a,b]. Therefore, [a,b] has a greatest element.

Next, let's prove the existence of a least element in [a,b]. Since a is a lower bound of [a,b], any other lower bound y of [a,b] must satisfy a ≤ y ≤ b. Since a is the largest lower bound of [a,b], it follows that a is the least element in [a,b]. Therefore, [a,b] has a least element.

Finally, we need to prove the uniqueness of these elements. Suppose there exists another greatest element b' in [a,b]. Since b is already a greatest element, we must have b' ≤ b. Similarly, suppose there exists another least element a' in [a,b]. Since a is already a least element, we must have a ≤ a'. But then, a' is an upper bound of [a,b] and a' ≤ b, which contradicts the assumption that b is the smallest upper bound of [a,b]. Therefore, the greatest and least elements in [a,b] are unique.

In summary, we have shown that the interval poset [a,b] has a greatest and a least element, which are unique.

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The electric field strength 0.1 mm above the center of the top surface of the plate is approximately [tex]3.76 × 10^4 N/C[/tex].

To find the electric field strength at different points above and below the charged copper plate, we can use the formula for electric field due to a charged disk:

[tex]E = σ / (2ε) * [1 - (z / sqrt(z^2 + r^2))][/tex]

where σ is the surface charge density, ε is the electric constant[tex](8.85 × 10^-12 F/m)[/tex], z is the distance from the center of the disk, and r is the radius of the disk.

Given that the copper plate has a diameter of 20 cm, its radius is r = 10 cm = 0.1 m. The surface charge density can be found by dividing the total charge Q by the surface area of the disk:

[tex]σ = Q / A = Q / (πr^2) = (4.5 × 10^-9 C) / (π(0.1 m)^2) = 1.43 × 10^-5 C/m^2[/tex]

(a) At a distance of 0.1 mm above the center of the top surface of the plate, the distance from the center of the disk is z = r + 0.1 mm = 0.1001 m. Plugging in the values, we get:

[tex]E = (1.43 × 10^-5 C/m^2) / (2ε) * [1 - (0.1001 m / sqrt((0.1001 m)^2 + (0.1 m)^2))] ≈ 3.76 × 10^4 N/C[/tex]

Therefore, the electric field strength 0.1 mm above the center of the top surface of the plate is approximately [tex]3.76 × 10^4 N/C[/tex].

(b) The electric field at the center of mass of the plate is zero, because the electric fields due to the charges on opposite sides of the plate cancel each other out.

(c) At a distance of 0.1 mm below the center of the bottom surface of the plate, the distance from the center of the disk is z = r - 0.1 mm = 0.0999 m. Plugging in the values, we get:

[tex]E = (1.43 × 10^-5 C/m^2) / (2ε) * [1 - (0.0999 m / sqrt((0.0999 m)^2 + (0.1 m)^2))] ≈ 3.76 × 10^4 N/C[/tex]

Therefore, the electric field strength 0.1 mm below the center of the bottom surface of the plate is also approximately [tex]3.76 × 10^4 N/C[/tex].

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(A) Intercepts :  (1,0) and (7,0).

(B) Vertex : (h,k) = (4,-9).

(C) Minimum: -9.

(D) Range :  [-9, ∞).

The vertex form of a quadratic function is given by y = a(x-h)^2 + k, where (h,k) is the vertex of the parabola.

To find the vertex form of s(x) = x^2 - 8x + 7, we need to complete the square.

First, we factor out the coefficient of x^2: s(x) = 1(x^2 - 8x) + 7. Then, we take half of the coefficient of x (-8/2 = -4) and square it to get 16. We add and subtract this value inside the parentheses: s(x) = 1(x^2 - 8x + 16 - 16) + 7.

We can now rewrite the expression inside the parentheses as a perfect square: s(x) = 1(x-4)^2 - 9. Thus, the vertex form of the function is y = (x-4)^2 - 9.

(A) To find the x-intercepts, we set y = 0: 0 = (x-4)^2 - 9. Solving for x, we get x = 1 and x = 7. Therefore, the x-intercepts are (1,0) and (7,0).

To find the y-intercept, we set x = 0: y = (0-4)^2 - 9 = 7. Therefore, the y-intercept is (0,7).

(B) The vertex of the parabola is (h,k) = (4,-9).

(C) Since the coefficient of x^2 is positive, the parabola opens upwards and the vertex is a minimum point. Therefore, the function s(x) has a minimum value of -9.

(D) The range of s(x) is all real numbers greater than or equal to -9, since the minimum value is -9 and the parabola opens upwards. In interval notation, this can be written as [-9, ∞).

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The set of points at which the function is continuous h(x, y) = (eˣ eʸ)/ (eˣʸ - 1) when xy is not zero,or x or y is not zero.

To determine the set of points at which the function h(x, y) = (eˣ eʸ)/ (eˣʸ - 1) is continuous,

we need to look at the denominator of the expression, eˣʸ - 1. This denominator is equal to zero only when eˣʸ = 1, which means that xy = 0.

Therefore, the set of points where the function h(x, y) is not continuous is when xy = 0, or when x = 0 or y = 0.

At these points, the denominator of the expression becomes zero, and the function is not defined.

Thus, the set of points where the function h(x, y) is continuous is when xy ≠ 0, or when x ≠ 0 and y ≠ 0.

At these points, the denominator of the expression is never zero, and the function is well-defined and continuous.

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A truck can carry either 576 1-foot boxes, 72 2-foot boxes, or 21 3-foot boxes.

The combination of boxes that will result in the highest payment for one truckload is 89 1-foot boxes, 3 2-foot boxes, and 3 3-foot boxes, for a total payment of $3,422.

To find how many boxes of one type will fill a truck, calculate the volume of the truck and divide it by the volume of one box.

Volume of the truck = 12 ft × 6 ft × 8 ft = 576 cubic feet

Volume of a 1-foot box = 1 ft × 1 ft × 1 ft = 1 cubic foot

Number of 1-foot boxes that will fill the truck = 576 cubic feet / 1 cubic foot = 576 boxes

Volume of a 2-foot box = 2 ft × 2 ft × 2 ft = 8 cubic feet

Number of 2-foot boxes that will fill the truck = 576 cubic feet / 8 cubic feet = 72 boxes

Volume of a 3-foot box = 3 ft × 3 ft × 3 ft = 27 cubic feet

Number of 3-foot boxes that will fill the truck = 576 cubic feet / 27 cubic feet = 21.33 boxes (rounded down to 21 boxes)

Therefore, a truck can carry either 576 1-foot boxes, 72 2-foot boxes, or 21 3-foot boxes.

To determine the combination of box types that will result in the highest payment for one truckload, calculate the total payment for each combination of box types.

Let x be the number of 1-foot boxes, y be the number of 2-foot boxes, and z be the number of 3-foot boxes in one truckload.

The volume of the boxes in one truckload is:

V = x(1 ft)³ + y(2 ft)³ + z(3 ft)³

V = x + 8y + 27z

The payment for one truckload is:

P = 5x + 25y + 100z

To maximize P subject to the constraint that the volume of the boxes does not exceed the volume of the truck:

x + 8y + 27z ≤ 576

Use the method of Lagrange multipliers to solve this optimization problem:

L(x, y, z, λ) = P - λ(V - 576)

L(x, y, z, λ) = 5x + 25y + 100z - λ(x + 8y + 27z - 576)

Taking partial derivatives and setting them equal to zero:

∂L/∂x = 5 - λ = 0

∂L/∂y = 25 - 8λ = 0

∂L/∂z = 100 - 27λ = 0

∂L/∂λ = x + 8y + 27z - 576 = 0

From the first equation, we get λ = 5.

Substituting into the second and third equations, y = 25/8 and z = 100/27. Since x + 8y + 27z = 576, x = 268/3.

Round these values to the nearest integer because no fraction for a box. Rounding down, x = 89, y = 3, and z = 3.

Therefore, the combination of boxes that will result in the highest payment for one truckload is 89 1-foot boxes, 3 2-foot boxes, and 3 3-foot boxes, for a total payment of $3,422.

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The rectangular equation given is x + 7√(x² + y²) = x² + y², which can be converted to the polar equation r = 7 - cos(θ).

Using the trigonometric identity cos(θ) = x/r, we can write:

r = 7 - x/r

Multiplying both sides by r, we get:

r² = 7r - x

Using the polar to rectangular conversion formulae x = r cos(θ) and y = r sin(θ), we can express r in terms of x and y:

r² = x² + y²

Substituting r² = x² + y² into the previous equation, we get:

x² + y² = 7r - x

Substituting cos(θ) = x/r, we can write:

x = r cos(θ)

Substituting this into the previous equation, we get:

x² + y² = 7r - r cos(θ)

Simplifying, we get:

x² + y² = 7√(x² + y²) - x

Rearranging, we get:

x + 7√(x² + y²) = x² + y²

This is the rectangular form of the polar equation r = 7 - cos(θ).

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