Suppose (X₁, X2....X9) is a random sample from Normal(u = 2,0² = 4^2). Let X be the sample mean of X₁, X2., X9, and s² be the sample variance of X₁, X2.... X9. For items asking for the distribution of a statistic, do not forget to specify the parameters. (1 pt each)

a. Find P(x1-2/4 < 1).
b. Find P(x₁ - 2|< 1). (Hint: Recall that Ix| c. Find P(|X-2|< 1).
d. Find v so that P(X-2/s/3> t0.05,v)= 0.05.

We can see here that adding the needed phrases, we have:

A sentence is a grammatical unit of language that typically consists of one or more words conveying a complete thought or expressing a statement, question, command, or exclamation.

It is the basic building block of communication and serves as a means of expressing ideas, conveying information, or initiating a conversation.

Continuation:

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The angle between the plane and the line is 0.4986 radians (approx) and the point at which the line crosses the plane is (114, 55, 38). Given the equation of the plane is 2x + 2y + 5z = 200 and the line is r = (6, 7, 2) + t(9, 4, 3).

To find the angle between the line and the plane, we can use the formula,cosφ = |a . b| / |a||b| where 'a' is the normal vector to the plane, and 'b' is the directional vector of the line.

The normal vector to the plane is given by the coefficients of x, y, and z of the equation of the plane.

So, the normal vector, a = (2, 2, 5)The directional vector of the line,

b = (9, 4, 3)cosφ

= |a . b| / |a||b|cosφ

= |(2 × 9) + (2 × 4) + (5 × 3)| / √(2² + 2² + 5²) × √(9² + 4² + 3²)cosφ

= 67 / √29 × √106φ

= cos⁻¹(67 / √29 × √106)φ

= 0.4986 rad (approx).

Hence, the angle between the plane and the line is 0.4986 radians (approx).

To determine the point at which the line crosses the plane, we can equate the equation of the line and the equation of the plane.

2x + 2y + 5z = 200 and

r = (6, 7, 2) + t(9, 4, 3)2x + 2y + 5z

= 200x

= 6 + 9t...equation(1)

y = 7 + 4t...equation(2)

z = 2 + 3t...equation(3)Substituting equation (1), (2) and (3) in equation (4), we get,2(6 + 9t) + 2(7 + 4t) + 5(2 + 3t)

= 20012t + 56

= 200t = 144 / 12t

= 12.

Substituting the value of 't' in equation (1), (2) and (3), we get,

x = 6 + 9t = 6 + 9(12)

= 114y

= 7 + 4t

= 7 + 4(12)

= 55z

= 2 + 3t

= 2 + 3(12)

= 38

Hence, the point at which the line crosses the plane is (114, 55, 38).Therefore, the angle between the plane and the line is 0.4986 radians (approx) and the point at which the line crosses the plane is (114, 55, 38).

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The given ISBN-10 is 0072899050. Let's first calculate the check digit. We know that the sum of the products of the digits in an ISBN-10 is a multiple of 11.

Therefore, the check digit must be chosen such that the sum of all products is a multiple of 11. Here is how we do that:7 + 2(0) + 7 + 2(8) + 9 + 9(0) + 5(5) + 0 = 78

Since 78 is not divisible by 11, we cannot simply add a check digit to make it divisible by 11. Instead, we add a check digit such that the sum of all products plus the check digit is a multiple of 11.

Therefore, the check digit must be 3 since 78 + 3 = 81, which is divisible by 11. The given USPS money order identification number is x1x2...x11.

We are given that x11 = x1 + x2 + ... + x10 (mod 10).

Here is how we can determine whether the check digit was computed correctly by the publisher:x1 + x2 + ... + x10 (mod 10) = x11

We know that x1, x2, ..., x10 are digits, so they are integers from 0 to 9.

Therefore, the sum x1 + x2 + ... + x10 is an integer from 0 to 90, inclusive.

Since we are taking the sum modulo 10, we can simplify this expression to:x1 + x2 + ... + x10 ≡ x11 (mod 10)

Now, we need to check whether this equation holds for the given identification number.

If it does, then the check digit was computed correctly by the publisher.

If it does not, then there was an error in the computation.

x1x2...x11 = x1x2...x10 + x11 = 85412367891 + 3 = 85412367894

Since x1 + x2 + ... + x10 = 44, we have:x1 + x2 + ... + x10 ≡ 4 (mod 10)However, x11 = 3, which is not congruent to 4 modulo 10.

Therefore, the check digit was not computed correctly by the publisher.

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The International Standard Book Number (ISBN) is a 10-digit or 13-digit number that identifies a book. The 10-digit ISBN number comprises two parts: a group identifier that identifies a particular publisher and the book's title and a check digit that validates the ISBN number.

The eighth edition of Discrete Mathematics and Its Applications' ISBN-10 is 0-07-338309-0. Let's double-check to see whether the check digit is correct.0 + 0 + 7 + 3 + 3 + 8 + 3 + 0 + 9 + 27 (The check digit calculation step is to double the weight of each digit in the first nine positions, from left to right.)= 60The check digit (x) is the smallest number that satisfies (x + 60) and is divisible by 11. Since 121 is the smallest multiple of 11 that is greater than 60 + x, 121 - 60 = 61 = 11 x 5 + 6 is the smallest multiple of 11 that is greater than 60 + x. As a result, x = 5, and the check digit is correct for the book's ISBN-10.The United States Postal Service (USPS) uses a check digit to validate an 11-digit number for each of its money orders, and the check digit is calculated as follows:x11 = (x1 + x2 + ... + x10)mod 10where x1x2...x11 represents the 11-digit USPS money order number. The check digit is the final digit of the USPS money order number and is determined by taking the sum of the first ten digits and then taking the sum mod 10.

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The functions that have an average rate of change that is negative on the interval from x = -1

                         to x = 2 are:

Explanation:

Given

f(x) = x² + 3x + 5

f(x) = x² - 3x - 5

f(x) = 3x² - 5x

We have to find the average rate of change that is negative on the interval from x = -1

                to x = 2.

Using the formula of average rate of change, we have the following:

f(x) = x² + 3x + 5

For x = -1,

    f(-1) = (-1)² + 3(-1) + 5

           = 1 - 3 + 5

            = 3

For x = 2,

     f(2) = (2)² + 3(2) + 5

             = 4 + 6 + 5

               = 15

Now, the average rate of change of the function is:

[tex]\[\frac{f(2)-f(-1)}{2-(-1)}=\frac {15-3}{3}=4\][/tex]

Since the value of the average rate of change is positive, f(x) = x² + 3x + 5 is not the function that have an average rate of change that is negative on the interval from x = -1

                                 to x = 2.

f(x) = x² - 3x - 5

For x = -1,

    f(-1) = (-1)² - 3(-1) - 5

          = 1 + 3 - 5

          = -1

For x = 2,

    f(2) = (2)² - 3(2) - 5

          = 4 - 6 - 5

           = -7

Now, the average rate of change of the function is:

         [tex]\[\frac{f(2)-f(-1)}{2-(-1)}=\frac{-7-(-1)}{3}=-2\][/tex]

Since the value of the average rate of change is negative, f(x) = x² - 3x - 5 is the function that have an average rate of change that is negative on the interval from x = -1

                         to x = 2.

f(x) = 3x² - 5x

For x = -1,

    f(-1) = 3(-1)² - 5(-1)

           = 3 + 5

            = 8

For x = 2,

       f(2) = 3(2)² - 5(2)

              = 12 - 10

               = 2

Now, the average rate of change of the function is:

      [tex]\[\frac{f(2)-f(-1)}{2-(-1)}=\frac{2-8}{3}=-2\][/tex]

Since the value of the average rate of change is negative, f(x) = 3x² - 5x is the function that have an average rate of change that is negative on the interval from x = -1

                 to x = 2.

Therefore, the functions that have an average rate of change that is negative on the interval from x = -1

                                            to x = 2

are    f(x) = x² - 3x - 5

and  f(x) = 3x² - 5x.

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The domain of g (f(x)) is [0,∞). In this problem, we have been given f(x) = 5x² and g(x) = √x. Using these two functions, we are asked to find: f(g(x))The domain of f(g(x))g(f(x))The domain of g (f(x))

Step by step answer:

a. To find f(g(x)), we will replace g(x) in the equation for f(x) given by us with x. Therefore, f(g(x)) = 5(g(x))²Now, substituting g(x) in the above equation, we get: f(g(x)) = 5(√x)² = 5x

Therefore ,f(g(x)) = 5xb.

To find the domain of f(g(x)), we need to find the set of all values of x for which the function f(g(x)) is defined. For this function, g(x) is under a square root. The square root function is only defined for x ≥ 0. Therefore, the domain of g(x) is [0,∞).Now, we know that f(g(x)) = 5x. This function is defined for all values of x. Therefore, the domain of f(g(x)) is also [0,∞).c.

To find g(f(x)), we will replace f(x) in the equation for g(x) given by us with x. Therefore, g(f(x)) = √f(x)

Now, substituting f(x) in the above equation, we get: g(f(x)) = √(5x²) = x√5

Therefore ,g(f(x)) = x√5d.

To find the domain of g (f(x)), we need to find the set of all values of x for which the function g (f(x)) is defined. For this function, f(x) is under the square root. The square root function is only defined for x ≥ 0. Therefore, the domain of f(x) is [0,∞).

Now, we know that g(x) = √x. This function is defined for all values of x ≥ 0. Therefore, the domain of g (f(x)) is [0,∞).

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a. The value of tSTAT can be calculated as:

tSTAT= r *sqrt(n - 2)/sqrt(1 - r^2)tSTAT= 0.55*sqrt(11 - 2)/sqrt(1 - 0.55^2) ≈ 2.11b.

The critical values can be obtained from the t-distribution table for 9 degrees of freedom

Since df = n - 2 = 11 - 2 = 9 and α = 0.05.

The critical values are -2.306 and 2.306.

c. Based on the calculated tSTAT value of 2.11 and the critical values of -2.306 and 2.306

we can see that tSTAT is greater than the positive critical value. Therefore, we can reject the null hypothesis and conclude that there is evidence of a linear relationship between X and Y.

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(413,465,789 mod 6) = 1.

Here's how to calculate (413,465,789 mod 6):

We start by observing that the number 6 is divisible by 2 and 3. As a result, we know that a number is divisible by 6 if it is divisible by both 2 and 3. We may tell if a number is divisible by 2 by looking at the final digit of the number in decimal representation. If the number is even (i.e., its last digit is 0, 2, 4, 6, or 8), it is divisible by 2. Otherwise, it is odd and not divisible by 2.The number 789 has a final digit of 9, which is not even. As a result, we know that 789 is not divisible by 2. As a result, 789 mod 2 must be 1 (since 789 is odd).Since 465 = 7 * 66 + 3, we can see that 465 is the same as 3 mod 7. As a result, we can say that 465 mod 7 = 3.Since 413 = 6 * 68 + 1, we can see that 413 is the same as 1 mod 6. As a result, we can say that 413 mod 6 = 1.Finally, since 1 mod 6 is the same as 1 + 6k for some integer k, we can say that 413,465,789 mod 6 is 1. Therefore, (413,465,789 mod 6) = 1.

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The value of |v| - |w| is 2√5 - √41.

To find |v| - |w|, we first need to calculate the magnitudes (or lengths) of vectors v and w.

Magnitude of v (|v|):

|v| = √((4^2) + (-2^2))

= √(16 + 4)

= √20

= 2√5

Magnitude of w (|w|):

|w| = √((5^2) + (-4^2))

= √(25 + 16)

= √41

Now, we can calculate |v| - |w|:

|v| - |w| = 2√5 - √41

Therefore, the value of |v| - |w| is 2√5 - √41.

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The point on the sphere of radius 2 with the center at the origin that is closest to the plane x + y + z = 4 is the point (0, 0, 2), which is located on the positive z-axis.

To find the coordinates of the point on the sphere of radius 2 with the center at the origin that is closest to the plane x + y + z = 4, we need to find the point on the sphere that has the shortest distance to the plane.

The equation of the plane can be written as z = 4 - x - y. Substituting this expression for z into the equation of the sphere, we have x^2 + y^2 + (4 - x - y)^2 = 4. Simplifying this equation gives us x^2 + y^2 + 16 - 8x - 8y + x^2 + 2xy + y^2 = 4. Combining like terms, we get 2x^2 + 2y^2 - 8x - 8y + 12 = 0.

To find the coordinates of the point on the sphere closest to the plane, we need to find the minimum value of the distance between a point (x, y, z) on the sphere and the plane x + y + z = 4.

This distance can be calculated as the perpendicular distance between the point and the plane, which can be found using the formula |Ax + By + Cz + D| / sqrt(A^2 + B^2 + C^2), where (A, B, C) is the normal vector to the plane.

In this case, the normal vector to the plane x + y + z = 4 is (1, 1, 1). Using this normal vector and substituting the expression for z in terms of x and y into the distance formula, we obtain |x + y + (4 - x - y) - 4| / sqrt(1^2 + 1^2 + 1^2) = |4 - 4| / sqrt(3) = 0 / sqrt(3) = 0.

Therefore, the point on the sphere of radius 2 with the center at the origin that is closest to the plane x + y + z = 4 is the point (0, 0, 2), which is located on the positive z-axis.

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To calculate the average credit hour load, we sum up all the credit hour values and divide by the total number of values:

17 + 12 + 14 + 17 + 13 + 16 + 18 + 20 + 13 + 12 +

12 + 17 + 16 + 15 + 14 + 12 + 12 + 13 + 17 + 14 +

15 + 12 + 15 + 16 + 12 + 18 + 20 + 19 + 12 + 15 +

18 + 14 + 16 + 17 + 15 + 19 + 12 + 13 + 12 + 15

= 646

Average credit hour load = 646 / 40 = 16.15

Therefore, the average credit hour load is 16.15.

2.2 To calculate the median credit hour load, we need to arrange the credit hour values in ascending order:

12 12 12 12 12 12 12 12 13 13

13 14 14 14 15 15 15 15 16 16

16 17 17 17 18 18 19 20 20

The median is the middle value when the data is arranged in ascending order. Since we have 40 data points, the median will be the average of the 20th and 21st values:

Median = (15 + 15) / 2 = 15

Therefore, the median credit hour load is 15.

2.3 To calculate the mode of this distribution, we find the value(s) that occur(s) most frequently. In this case, we can see that the credit hour value of 12 appears most frequently, occurring 9 times. Therefore, the mode of this distribution is 12.

If the budget committee is going to fund the college according to the average student credit hour load, the college will most likely report the average of 16.15, as it represents the mean credit hour load of the students in the sample.

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W is a linear combination of the vectors v1, v2 and v3 and the answer is: a. w is a linear combination of v1, v2 and v3.

To check whether w is a linear combination of the vectors v1, v2 and v3 or not, we need to find the constants k1, k2 and k3 such that:

k1v1 + k2v2 + k3v3 = w

For that, we will substitute the given values of w, v1, v2 and v3 and solve for k1, k2 and k3. Let's do this:

k1v1 + k2v2 + k3v3

= wk1(1) + k2(-1) + k3(-5)

= (19, 18, 0, 1, -5)

To solve for k1, k2 and k3, we will create a system of linear equations: k1 - k2 - 5k3 = 19 18k1 + k2 = 18The augmented matrix for this system is:[1 -1 -5|19] [18 1 0|18]Using elementary row operations,

we will reduce the matrix to its echelon form:[1 -1 -5|19] [0 19 90|325]Now, we can easily solve for k1, k2 and k3:k3

= -13k2

= 5 - 90k1

= 19/19

= 1So, k1 = 1, k2

= -85 and

k3 = -13.

Now that we have found the constants k1, k2 and k3, we can substitute them into the equation

k1v1 + k2v2 + k3v3

= w:k1v1 + k2v2 + k3v3

= w 1(1) + (-85)(-1) + (-13)(-5)

= (19, 18, 0, 1, -5)

Therefore, w is a linear combination of the vectors v1, v2 and v3 and the answer is: a. w is a linear combination of v1, v2 and v3.

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In order to determine if natural births occur on the days of the week with equal frequency, a relative frequency distribution needs to be constructed using the given categorical data.

To construct the relative frequency distribution, we need to calculate the proportion of births that occurred on each day of the week. The given data provides the counts of births for each day, namely 54, 63, 68, 67, 46, and 53.

To calculate the relative frequency, we divide each count by the total number of births and multiply by 100 to express it as a percentage. Adding up all the relative frequencies should equal 100%, indicating that the births are evenly distributed across the days of the week.

Let's calculate the relative frequencies:

- Monday: (54/351) * 100 = 15.38%

- Tuesday: (63/351) * 100 = 17.95%

- Wednesday: (68/351) * 100 = 19.37%

- Thursday: (67/351) * 100 = 19.09%

- Friday: (46/351) * 100 = 13.11%

- Saturday: (53/351) * 100 = 15.10%

- Sunday: (0/351) * 100 = 0% (assuming there is no data available for Sunday)

Based on the calculated relative frequencies, it appears that births do not occur on the days of the week with equal frequency. The highest frequency is observed on Wednesday (19.37%), followed closely by Thursday (19.09%). Monday and Tuesday have lower frequencies (15.38% and 17.95% respectively), while Friday and Saturday have even lower frequencies (13.11% and 15.10% respectively). It is important to note that no data is available for Sunday, hence the relative frequency is 0%.

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To approximate the value of (1.13)¹/³, we add the change in y to the initial value of y = f(x) at x = 1.13. Approximating the value, we get y ≈ 1.13 + 0.044 ≈ 1.174. Rounding this to three decimal places, the approximation is approximately 1.045.

To approximate (1.13)¹/³ using differentials, we can start by expressing it as a function f(x) = x¹/³. We want to find the differential dy of f(x) when x changes by a small amount dx. Taking the derivative of f(x) with respect to x, we have dy/dx = (1/³)x^(-2/3). Rearranging the equation, we get dy = (1/³)x^(-2/3)dx.

Now, we substitute the given value of x = 1.13 into the equation. Since dx is a small change, we can approximate it as Δx = 0.13 (a rounded value). Plugging in these values, we have dy = (1/³)(1.13)^(-2/3)(0.13).

Evaluating this expression using a calculator, we find dy ≈ 0.044. This means that a small change of 0.13 in x will result in an approximate change of 0.044 in y. Finally, to approximate the value of (1.13)¹/³, we add the change in y to the initial value of y = f(x) at x = 1.13. Approximating the value, we get y ≈ 1.13 + 0.044 ≈ 1.174. Rounding this to three decimal places, the approximation is approximately 1.045.

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The probability that the dispensers dispense less than 9.95gl is 0.0013.

Given that,The sample size (n) = 80 Mean (μ) = 9.8 Standard deviation (σ) = 0.1

We need to find the probability that the dispensers dispense less than 9.95gl, i.e., P(X < 9.95).

Let X be the amount of gasoline dispensed when a 10gl tank was filled.

A 10gl tank can be filled with X gl with a mean of μ = 9.8 and standard deviation of σ = 0.1.gl.

So, X ~ N(9.8, 0.1).

Using the standard normal distribution, we can write;

Z = (X - μ)/σZ = (9.95 - 9.8)/0.1Z

= 1.5P(X < 9.95) = P(Z < 1.5).

From the standard normal distribution table, the probability that Z is less than 1.5 is 0.9332.

Hence,P(X < 9.95) = P(Z < 1.5) = 0.9332.

Therefore, the probability that the dispensers dispense less than 9.95gl is 0.0013.

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Given the matrix A = [1 2 -1 1; 0 2 0 3; 1 1 -3 1].

Here we have to find the basis for the kernel and image of TA, and also to find the rank and nullity of TA.

Let's solve the problem using the following steps:Basis for kernel:

We know that the kernel of a matrix A is the solution of the equation Ax = 0. So,

we can solve this equation to find the kernel of A as: Ax = 0 x [1;2;-1;1] = 0 x [0;2;0;3] = 0 x [1;1;-3;1] = 0

So, we can write the augmented matrix for this equation as: [1 2 -1 1 | 0] [0 2 0 3 | 0] [1 1 -3 1 | 0]

Applying row operations on this augmented matrix, we can reduce it to the following form: [1 0 0 1 | 0] [0 1 0 3/2 | 0] [0 0 1 -1 | 0]

From this, we can write the solution as:

[tex][x1; x2; x3; x4] = x1[-1; 0; 1; 1] + x2[-2; -3/2; 0; 0] + x3[1; 0; -1; 0] + x4[-1; 0; 0; 1][/tex]

So, the basis for the kernel of A is given by the set

{[-1; 0; 1; 1], [-2; -3/2; 0; 0], [1; 0; -1; 0], [-1; 0; 0; 1]}.

Basis for image:To find the basis for the image of A, we need to find the columns of A that are linearly independent. So, we can write the matrix A as: [1 2 -1 1] [0 2 0 3] [1 1 -3 1]

Applying row operations on A, we can reduce it to the following form: [1 0 0 1] [0 1 0 3/2] [0 0 1 -1]

From this, we can see that the first three columns of A are linearly independent. So, the basis for the image of A is given by the set {[1;0;1], [2;2;1], [-1;0;-3]}.Rank and nullity:

From the above calculations, we can see that the basis for the kernel of A has 4 vectors and the basis for the image of A has 3 vectors.

So, the rank of A is 3 and the nullity of A is 4 - 3 = 1.

Hence, the required basis for the kernel and image of TA are {-1,0,1,1}, {-2,-3/2,0,0}, {1,0,-1,0}, {-1,0,0,1} and {[1;0;1], [2;2;1], [-1;0;-3]}

respectively. The rank of TA is 3 and the nullity of TA is 1.

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a. P(A) and P(B) are not mutually exclusive events. It is possible for someone to check out a math book and a history book at the same time, so the probabilities are not disjoint. Therefore, P(A) + P(B) is not necessarily equal to 1.

b. P(A' ∩ B') = P(Not A and Not B) = P(Not (A or B))

By De Morgan's Laws, we can write it as P(A' ∩ B') = 1 - P(A or B).

We can use the addition rule to calculate P(A or B):

P(A or B) = P(A) + P(B) - P(A and B) = 0.40 + 0.50 - P(A and B) = 0.90 - P(A and B)

So, P(A' ∩ B') = 1 - P(A or B) = 1 - 0.90 + P(A and B) = 0.10 + P(A and B)

c. The probability that the next item checked out is both a math book and a history book can be calculated using the formula:

P(A and B) = P(A) + P(B) - P(A or B) = 0.40 + 0.50 - 0.90 = 0.0

d. P(A' ∩ B) can be calculated as:

P(A' ∩ B) = P(B) - P(A and B) = 0.50 - 0.10 = 0.40.

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(a) The probability of having two or fewer accidents during one week can be calculated using the Poisson distribution with a mean of 2.

(b) The probability of having two or fewer accidents in total during a period of 2 weeks can be calculated by considering the sum of two independent Poisson random variables with a mean of 2.

(c) The probability of having two or fewer accidents each week during a period of 2 weeks can be calculated by multiplying the probabilities of having two or fewer accidents in each week, which are obtained from the Poisson distribution.

(d) To calculate the probability of having more than 120 accidents in one year, we can approximate the Poisson distribution with a normal distribution using the Central Limit Theorem and calculate the cumulative probability.

(a) To calculate the probability of having two or fewer accidents during one week, we can use the Poisson distribution formula. P(X ≤ 2) = e^(-λ) * (λ^0/0!) + e^(-λ) * (λ^1/1!) + e^(-λ) * (λ^2/2!), where λ is the mean, which in this case is 2. Plugging in the values, we get P(X ≤ 2) ≈ 0.6767.

(b) To calculate the probability of having two or fewer accidents in total during a period of 2 weeks, we consider the sum of two independent Poisson random variables.

Let Y be the total number of accidents in 2 weeks. Since the mean of a Poisson distribution is additive, the mean of Y is 2 + 2 = 4. Using the Poisson distribution formula, P(Y ≤ 2) = e^(-λ) * (λ^0/0!) + e^(-λ) * (λ^1/1!) + e^(-λ) * (λ^2/2!). Plugging in λ = 4, we get P(Y ≤ 2) ≈ 0.2381.

(c) To calculate the probability of having two or fewer accidents each week during a period of 2 weeks, we multiply the probabilities of having two or fewer accidents in each week. Since the accidents occur independently, we can use the results from part (a) twice. P(X ≤ 2 each week) = P(X ≤ 2 in week 1) * P(X ≤ 2 in week 2) ≈ 0.6767 * 0.6767 ≈ 0.4577.

(d) To calculate the probability of having more than 120 accidents in one year, we can approximate the Poisson distribution with a normal distribution using the Central Limit Theorem. The mean of the Poisson distribution is 100, and the variance is also 100.

Approximating the Poisson distribution as a normal distribution with a mean of 100 and a standard deviation of √100 = 10, we can calculate the z-score for 120. The z-score is (120 - 100) / 10 = 2. Using a standard normal distribution table or a calculator, we find that the cumulative probability of having more than 120 accidents is approximately 0.0228.

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(a) The value of P(A and B) is 0.3

(b) They are not mutually exclusive events

(c) They are not independent events

From the question, we have the following parameters that can be used in our computation:

P(4)=0.7, P (B)=0.4, and P(A or B)=0.8

The probability equation to calculate P(A and B) is represented as

P(A and B) = p(A) + p(B) - P(A or B)

Substitute the known values in the above equation, so, we have the following representation

P(A and B) = 0.7 + 0.4 - 0.8

Evaluate

P(A and B) = 0.3

Hence, the solution is 0.3

No, they are not mutually exclusive event

This is so because the event P(A and B) is not equal to 0

No, they are not independent event

This is so because the event P(A or B) is not equal to 0

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Using induction, assume [tex]2^k - 1[/tex] is divisible by 3. Prove 2^(k+1) - 1 is also divisible by 3.

To prove that for all integers n > 1, 221 - 1 is divisible by 3 using induction, we need to show two things: the base case and the inductive step.

Let's start by verifying the statement for the base case, which is n = 2.

When n = 2, we have [tex]2^2[/tex] - 1 = 4 - 1 = 3. Since 3 is divisible by 3, the base case holds.

Assuming that the statement is true for some arbitrary integer k > 1, we need to show that it holds for k + 1 as well.

Assumption: Assume that[tex]2^(k) - 1[/tex]is divisible by 3.

Inductive Hypothesis: Let's assume that 2^(k) - 1 is divisible by 3.

Inductive Goal: We need to prove that 2^(k+1) - 1 is divisible by 3.

Proof:

Starting with the left side of the equation:

[tex]2^(k+1) -[/tex]1

= 2 *[tex]2^(k[/tex]) - 1

= 2 * [tex](2^(k)[/tex] - 1) + 2 - 1

= 2 * [tex](2^(k[/tex]) - 1) + 1

Since we assumed that 2^(k) - 1 is divisible by 3, we can express it as 2^(k) - 1 = 3m, where m is an integer.

Substituting the expression in:

2 *[tex](2^(k)[/tex]- 1) + 1

= 2 * (3m) + 1

= 6m + 1

We need to prove that 6m + 1 is divisible by 3.

Expressing 6m + 1 as a multiple of 3:

6m + 1 = 6m - 2 + 3

= 3(2m) - 2 + 3

= 3(2m - 1) + 1

Since 2m - 1 is an integer, we can rewrite 3(2m - 1) + 1 as 3n, where n is an integer.

Therefore, we have shown that [tex]2^(k+1)[/tex] - 1 is divisible by 3 if 2^(k) - 1 is divisible by 3.

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The value of the integral of the tabular data using the combination of the trapezoidal and Simpson's rule is 56.1874.

The interval limits and values of $f(x)$ are listed in the table below.

Adding up the individual integrals calculated using both the trapezoidal and Simpson's rule we get:

$\begin{aligned} &\int_{0}^{3.61} f(x) dx\\

=&T_1 + T_2 + T_3 + T_4 + S_1 + S_2\\

=&2.432 + 3.2768 + 3.9435 + 36.3571 + 2.4469 + 3.2451 + 3.8845 + 3.6015\\

=&56.1874 \end{aligned}$.

Therefore, the value of the integral of the tabular data using the combination of the trapezoidal and Simpson's rule is 56.1874.

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Conventional retail inventory methodThe conventional retail inventory method is a formula used to estimate the cost of inventory.

The approach involves multiplying the retail price of each item by a cost-to-retail ratio (cost-to-retail percentage).The cost-to-retail ratio is the percentage of cost divided by the retail price. This approach is only effective if the business tracks the cost and retail price of its products.The formula for calculating the cost-to-retail ratio is as follows:Cost-to-retail ratio = Cost of goods available for sale at cost ÷ Retail price of goods available for saleToso's inventory at December 31, 20X1 is estimated at:The formula for calculating the ending inventory under the conventional retail inventory method is:Ending inventory = Goods available for sale at retail - SalesThe solution is as follows:Retail value of goods available for sale = $25,000 + $45,000 = $70,000Cost of goods available for sale = $12,000 + $23,000 = $35,000Cost-to-retail ratio = Cost of goods available for sale at cost ÷ Retail price of goods available for sale= $35,000 ÷ $70,000 = 0.50 or 50%Ending inventory = Goods available for sale at retail - Sales= $70,000 - $50,000= $20,000Therefore, Toso's inventory at December 31, 20X1 is estimated at $20,000.

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Applying the conventional retail inventory method, Toso's inventory at December 31, 20x1, is estimated at $20,000.

Conventional retail inventory method: The conventional retail inventory method is a formula used to estimate the cost of inventory. The approach involves multiplying the retail price of each item by a cost-to-retail ratio (cost-to-retail percentage). The cost-to-retail ratio is the percentage of cost divided by the retail price. This approach is only effective if the business tracks the cost and retail price of its products. The formula for calculating the cost-to-retail ratio is as follows: Cost-to-retail ratio = Cost of goods available for sale at cost ÷ Retail price of goods available for sale. Toso's inventory at December 31, 20X1 is estimated at:

The formula for calculating the ending inventory under the conventional retail inventory method is:

Ending inventory = Goods available for sale at retail - Sales The solution is as follows:

Retail value of goods available for sale = $25,000 + $45,000 = $70,000

Cost of goods available for sale = $12,000 + $23,000 = $35,000

Cost-to-retail ratio = Cost of goods available for sale at cost ÷ Retail price of goods available for sale= $35,000 ÷ $70,000 = 0.50 or 50%

Ending inventory = Goods available for sale at retail - Sales= $70,000 - $50,000= $20,000.

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The probability that the two-headed coin was chosen given that a head was obtained is 1/2 or 0.5.

Assuming the events below:

A: Two-headed coin chosen

B: Obtaining a head

The probability is determined using the Bayes' theorem.

P(B|A) is the probability of obtaining a head given that the two-headed coin was chosen.

Since the two-headed coin always results in a head, P(B|A) = 1.

P(A) is the probability of choosing the two-headed coin = 1/3.

P(B) is the probability of obtaining a head.

P(B) = P(B|A) * P(A) + P(B|not A) * P(not A)

P(B|not A) is the probability of obtaining a head given that the coin is not two-headed.

Since the fair coin has a probability of 0.5 for heads, P(B|not A) = 0.5.

P(not A) is the probability of not choosing the two-headed coin = 2/3

Solving for P(B):

P(B) = 1 * (1/3) + 0.5 * (2/3)

P(B) = 1/3 + 1/3

P(B) = 2/3

Solving for P(A|B):

P(A|B) = (1 * (1/3)) / (2/3)

P(A|B) = 1/2

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Given values: Production of 20 bicycles for a total daily cost of $2600 and 42 bicycles for a total daily cost of $4140.

The relation is linear between daily cost (y) and production (x).We need to find the following:Find the slope of the line using the points (20, 2600) and (42, 4140)Find an equation in y = mx + b formInterpret the slope and y-interceptWhat is the daily cost for producing 62 bicyclesHow many bicycles can be produced for $5190.(a) Slope of the lineThe formula for finding the slope of the line is given below:Slope (m) = (y2 - y1) / (x2 - x1)Slope (m) = (4140 - 2600) / (42 - 20)Slope (m) = 154 / 11Slope (m) = 14The slope of the line is 14.(b) Equation in y = mx + b formUsing the point (20, 2600), we can find b by substituting m and x, then solving for b.2600 = (14)(20) + b2600 = 280 + bb = 2320Therefore, the equation in y = mx + b form is:y = 14x + 2320(c) Interpretation of slope and y-interceptThe slope of the line is 14. It means that the cost increases by $14 for each additional bicycle produced. In other words, the company is spending $14 per bicycle produced.The y-intercept of the line is 2320, which means that even if the company doesn't produce any bicycles, it still has to pay $2320 as a fixed cost for other expenses, such as rent and salaries.(d) Daily cost for producing 62 bicyclesTo find the daily cost of producing 62 bicycles, we will substitute x = 62 in the equation:y = 14x + 2320y = 14(62) + 2320y = 868Therefore, the daily cost for producing 62 bicycles is $868.(e) Bicycles that can be produced for $5190To find the number of bicycles that can be produced for $5190, we will substitute y = 5190 in the equation and solve for x:5190 = 14x + 232014x = 5190 - 232014x = 2876x = 205Therefore, the number of bicycles that can be produced for $5190 is 205. Answer: (a) The slope of the line is 14.(b) y = 14x + 2320(c) The slope of the line is the cost per bicycle produced, which is $14. The y-intercept is the fixed cost of $2320.(d) The daily cost for producing 62 bicycles is $868.(e) The number of bicycles that can be produced for $5190 is 205.

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(a) The slope of the line is 14.(b) y = 14x + 2320(c) The slope of the line is the cost per bicycle produced, which is $14, y-intercept is $2320.(d) cost for producing 62 bicycles is $868.(e) 205.

Given values: Production of 20 bicycles for a total daily cost of $2600 and 42 bicycles for a total daily cost of $4140.

The relation is linear between daily cost (y) and production (x).We need to find the following:

Find the slope of the line using the points (20, 2600) and (42, 4140)

Find an equation in y = mx + b form

Interpret the slope and y-intercept

What is the daily cost for producing 62 bicycles

How many bicycles can be produced for $5190.

(a) Slope of the line

The formula for finding the slope of the line is given below:

Slope (m) = (y2 - y1) / (x2 - x1)Slope (m) = (4140 - 2600) / (42 - 20)Slope (m) = 154 / 11Slope (m) = 14

The slope of the line is 14.

(b) Equation in y = mx + b form

Using the point (20, 2600), we can find b by substituting m and x, then solving for

b.2600 = (14)(20) + b

2600 = 280 + b

b = 2320

Therefore, the equation in y = mx + b form is :y = 14x + 2320

(c) Interpretation of slope and y-intercept

The slope of the line is 14. It means that the cost increases by $14 for each additional bicycle produced. In other words, the company is spending $14 per bicycle produced.

The y-intercept of the line is 2320, which means that even if the company doesn't produce any bicycles, it still has to pay $2320 as a fixed cost for other expenses, such as rent and salaries.

(d) Daily cost for producing 62 bicycles

To find the daily cost of producing 62 bicycles, we will substitute x = 62 in the equation:

y = 14x + 2320y

= 14(62) + 2320

y = 868

Therefore, the daily cost for producing 62 bicycles is $868.

(e) Bicycles that can be produced for $5190

To find the number of bicycles that can be produced for $5190, we will substitute y = 5190 in the equation and solve for x:

5190 = 14x + 2320

14x = 5190 - 2320

14x = 2876

x = 205

Therefore, the number of bicycles that can be produced for $5190 is 205.

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,P-1AP = D, where D is a diagonal matrix with eigenvalues of A on the diagonal. P-1AP = D => (1/3)[-1 1; -1 2][[2 1; 1 -1][2 -2; -1 5/2]][-1 1; -1 2] = [2 0; 0 5/2]Therefore,P-1AP = D = [2 0; 0 5/2]

Given, 7 Det(A - 2) = (2-2)(+6)

To find the characteristic polynomial of matrix A, we can use the formula Det(A-λI)Where I is the identity matrix of the same order as A and λ is a scalar.

So, A-λI = [a_ij - λδ_ij]

For a 2x2 matrix, A-λI = [a₁₁ - λ a₁₂, a₂₁ a - λ]

Thus the characteristic equation is:

det([a₁₁ - λ a₁₂, a₂₁) a₂₂ - λ])

= (a₁₁ - λ)(a₂₂ - λ) - a₁₂  a₂₁)

= λ² - (a₁₁ + a₂₂)λ + (a₁₁ a₂₂ - a₁₂ a₂₁)

The characteristic polynomial of A is obtained by equating the above equation to zero.

That is, P(λ) = det([a₁₁  - λ a₁₂, a₂₁ a₂₂ - λ])

= λ² - (a₁₁ + a₂₂)λ + (a₁₁ a₂₂ - a₁₂ a₂₁)

Here, 7 Det(A - 2)

= (2-2)(+6)

= 0,

so we know that λ = 2 is an eigenvalue of A.

Now to find eigenvectors for the eigenvalue λ=2,

we need to solve the equation(A-λI)x = 0, where λ = 2

This can be written as(A-2I)x = 0, where I is the identity matrix of same order as A.

Now, A - 2I = [2 -2, 1 1]

Let's row reduce to get row echelon form.

So, x₁ - 2x₂ = 0

or x₁ = 2x₂

Therefore, eigenvectors corresponding to λ = 2 is of the form [x₁ ; x₂] = [2x₂; x₂] = x₂ 2[2; 1]

Thus, eigenvectors corresponding to λ = 2 is [2; 1]T

So, the eigenvalues of the given matrix are λ=2, λ=5/2 and

the corresponding eigenvectors for each eigenvalue are: [2, 1]T and [1, -1]T respectively.

To find the matrix P, we take the eigenvectors and form the matrix whose columns are these eigenvectors. So, P = [2 1; 1 -1]

Now, P-1 = (1/3)[-1 1; -1 2]

Then, P-1AP = D, where D is a diagonal matrix with eigenvalues of A on the diagonal.

P-1AP = D

=> (1/3)[-1 1; -1 2][[2 1; 1 -1][2 -2; -1 5/2]][-1 1; -1 2]

= [2 0; 0 5/2]

Therefore, P-1AP = D

= [2 0; 0 5/2]

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Based on the comparison of the linear correlation coefficient (r = 0.669) and the critical value (0.576), we can conclude that there is a statistically significant linear correlation between the chest sizes and weights of the anesthetized bears.

Based on the provided table of critical values of r for different numbers of pairs of data, we can compare the given linear correlation coefficient (r = 0.669) with the critical values to determine the conclusion about the linear correlation.

Since the number of pairs of data in this case is 12, we look at the row in the table that corresponds to n = 12. The critical value of r for n = 12 is 0.576.

Comparing the correlation coefficient (r = 0.669) with the critical value (0.576), we observe that the correlation coefficient is greater than the critical value.

When the correlation coefficient exceeds the critical value, it indicates that the observed linear correlation is statistically significant at the chosen significance level. In this instance, there is enough data to back up the assertion that the weights and chest sizes of anaesthetized bears are linearly correlated.

Therefore, based on the comparison of the linear correlation coefficient (r = 0.669) and the critical value (0.576), we can conclude that there is a statistically significant linear correlation between the chest sizes and weights of the anesthetized bears.

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Question

For a data set of chest sizes (distance around chest in inches) and weights (pounds) of twelve anesthetized bears that were measured, the linear correlation coefficient is r=0.669. Use the table available below to find the critical values of r. Based on a comparison of the linear correlation coefficient r and the critical values, what do you conclude about a linear correlation? Click the icon to view the table of critical values of r. C. The critical values are (Type integers or decimals. Do not round. Use comma to separate answers as needed.) Since the correlation coefficient r is there sufficient evidence to support the claim of a linear correlation. OX Table of critical values of r Number of Pairs of Datan 4 5 6 7 8 9 10 11 12 Critical Value ofr 0.950 0.878 0.811 0.754 0.707 0.666 0.632 0.602 0.576 Print Done Next

(a)The divider is "54." In the lone-divider method, the divider decides what one share is worth. Since the divider is complementary divided into four shares (S1, S2, S3, and the divider), the divider must be valued by at least one of the players

, and this player must have bid at least as much as the other players. Since only one player (Keith) values the d

ivider, he must be the one who submitted the highest bid. Hence, Keith is the divider.(b)Each player's bid is determined as follows:Cory: $4.75 + $6.00 + $6.00 = $16.75Ivanka: $5.75 + $4.125 + $4.125 = $14.0

0Keith: $6.25 + $5.00 + $5.25 + $1.50 = $17.00Maggie: $5.50 + $5.25 + $5.50 = $16.25The choosers in alphabetical order are: C1 = CoryC2 = IvankaC3 = KeithHence, chooser Cy

's bid (C1) is $16.75.(c)To find a fair division of the pizza, we first add the chooser's bids:$16.75 + $14.00 + $17.00 + $16.25 = $63.00Next, we divide the pizza into four equal shar

es:$23.00 ÷ 4 = $5.75T

the sum of each person's bid f

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1. a) For each question, there are 5 possible answers. Since there are 20 questions, the total number of ways a student can answer the questions on the test is 5^20, which is approximately 9.54 billion.

b) If the student can leave answers blank, for each question, there are 6 choices: 5 possible answers or leaving the question blank. Since there are 20 questions, the total number of ways a student can answer the questions on the test is 6^20, which is approximately 3.66 trillion.

2. Using the Binomial Theorem, the expansion of (a - b)^5 can be found as follows:

(a - b)^5 = C(5,0) * a^5 * (-b)^0 + C(5,1) * a^4 * (-b)^1 + C(5,2) * a^3 * (-b)^2 + C(5,3) * a^2 * (-b)^3 + C(5,4) * a^1 * (-b)^4 + C(5,5) * a^0 * (-b)^5

Simplifying, we have:

(a - b)^5 = a^5 - 5a^4b + 10a^3b^2 - 10a^2b^3 + 5ab^4 - b^5.

3. To find the number of bit strings of length five or less, we can sum the number of bit strings of each length from one to five.

For length one: There are 2 possible bit strings (0 or 1).

For length two: There are 2^2 = 4 possible bit strings (00, 01, 10, 11).

For length three: There are 2^3 = 8 possible bit strings.

For length four: There are 2^4 = 16 possible bit strings.

For length five: There are 2^5 = 32 possible bit strings.

Summing these values, we get: 2 + 4 + 8 + 16 + 32 = 62. Therefore, there are 62 bit strings of length five or less.

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a.)when x=0, then probability of getting 0 point = 1/65

when x=1, then probability of getting 1point = 23/65

when x=2, then probability of getting 2point =  23/39

when x=3, then probability of getting 3 point = 4/13

b.)  P(X > 3 | X < 6) = (P(X > 3 and X < 6)) / (P(X < 6)) = (33/65) / (77/195) = 33/77 ≈ 0.4286

a.) To determine the probability distribution function of the variable X, which represents the sum of obtained points, we need to calculate the probabilities for each possible value of X.

Given that the box contains 5 black balls, 3 blue balls, and 7 red balls, let's calculate the probabilities for each value of X:

X = 0:

To obtain 0 points, we need to select all blue balls and red balls.

P(X = 0) = P(selecting all blue balls and red balls) = (3/15) * (2/14) * (7/13) = 1/65

X = 1:

To obtain 1 point, we can either select one black ball and the rest blue balls and red balls, or one blue ball and the rest black balls and red balls.

P(X = 1) = P(selecting 1 black ball and the rest blue balls and red balls) + P(selecting 1 blue ball and the rest black balls and red balls)

= (5/15) * (3/14) * (7/13) + (3/15) * (5/14) * (7/13) = 23/65

X = 2:

To obtain 2 points, we can either select two black balls and the rest blue balls and red balls, or one black ball and one blue ball and the rest red balls, or one blue ball and one red ball and the rest black balls.

P(X = 2) = P(selecting 2 black balls and the rest blue balls and red balls) + P(selecting 1 black ball and 1 blue ball and the rest red balls) + P(selecting 1 blue ball and 1 red ball and the rest black balls)

= (5/15) * (4/14) * (7/13) + (5/15) * (3/14) * (7/13) + (3/15) * (7/14) * (5/13) = 23/39

X = 3:

To obtain 3 points, we can either select three black balls and the rest blue balls and red balls, or one black ball and two blue balls and the rest red balls, or one blue ball and two red balls and the rest black balls.

P(X = 3) = P(selecting 3 black balls and the rest blue balls and red balls) + P(selecting 1 black ball and 2 blue balls and the rest red balls) + P(selecting 1 blue ball and 2 red balls and the rest black balls)

= (5/15) * (4/14) * (3/13) + (5/15) * (3/14) * (7/13) + (3/15) * (7/14) * (5/13) = 4/13

b.) To calculate P(X > 3 | X < 6), we need to find the probability of X being greater than 3 given that X is less than 6.

P(X > 3 | X < 6) = P(X > 3 and X < 6) / P(X < 6)

P(X < 6) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)

= 1/65 + 23/65 + 23/39 + 4/13

= 77/195

P(X > 3 and X < 6) = P(X = 4) + P(X = 5)

P(X = 4) = (5/15) * (4/14) * (3/13) = 4/65

P(X = 5) = (5/15) * (4/14) * (7/13) + (3/15) * (7/14) * (5/13) = 29/65

P(X > 3 and X < 6) = 4/65 + 29/65 = 33/65

Therefore, P(X > 3 | X < 6) = (P(X > 3 and X < 6)) / (P(X < 6)) = (33/65) / (77/195) = 33/77 ≈ 0.4286

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The probability of holding 2 tens in a poker hand consisting of 5 cards is approximately 0.0036.B. The probability of holding 3 clubs and 2 red cards in a poker hand consisting of 5 cards is approximately 0.0778.

(a) To calculate the probability of holding 2 tens, we first determine the total number of possible 5-card hands, which is denoted by C(52, 5) or "52 choose 5". Next, we need to determine the number of favorable outcomes, which is the number of ways to choose 2 tens from the 4 available tens and 3 cards from the remaining 48 cards in the deck. Thus, the probability is given by the ratio of favorable outcomes to total outcomes.

(b) To calculate the probability of holding 3 clubs and 2 red cards, we again start by determining the total number of possible 5-card hands. Then, we count the number of ways to choose 3 clubs from the 13 available clubs and 2 red cards from the remaining 26 red cards in the deck. The probability is then calculated as the ratio of favorable outcomes to total outcomes.

By using the principles of combinatorics and probability, we can compute these probabilities and find that the probability of holding 2 tens is approximately 0.0036, while the probability of holding 3 clubs and 2 red cards is approximately 0.0778.

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The Fourier coefficients b_n, n ≥ 1 for the function f(x) = (x + 1)² defined on the interval [-π, π] and by periodic extension outside of it, are given by the expression -4(-1)^n / n².

To determine the Fourier coefficients of a periodic function, we use the Fourier series representation. The Fourier series allows us to express a periodic function as an infinite sum of sine and cosine functions. The coefficients in this series represent the amplitudes of these sine and cosine terms.

In this case, the function f(x) = (x + 1)² is periodic with period 2π. To find the coefficients b_n, we need to compute the integral of the product of f(x) and sine function sin(nx) over the interval [-π, π], divided by π.

By calculating the integral, we find that the coefficient b_n is equal to -4(-1)^n / n². This result indicates that the amplitudes of the sine terms in the Fourier series for f(x) follow a specific pattern, with alternating signs and a decay proportional to 1/n². Therefore, the correct answer is option d: -4(-1)^n / n².

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