Case Processing Summary N % 57.5 42.5 Cases Valid 46 Excluded 34 Total 80 a. Listwise deletion based on all variables in the procedure. 100.0 Reliability Statistics Cronbach's Alpha Based on Cronbach's Standardized Alpha Items N of Items 1.066E-5 .921 170 Summary Item Statistics Mean Maximum / Minimum Minimum Maximum Range Variance N of Items Item Means 5121989.583 .174 870729891.3 870729891.1 5006696875 4.460E+15 170

(a) a = 1.

(b) To sketch the piece-wise linear graph, we plot the two linear graphs on the same axis and join the end of the first graph to the start of the second graph as follows: graph[tex]{x+1 [-10, 10, -5, 5, 1/2, 1/4] 2x+1 [-10, 10, -5, 5, 1/2, 1/4] 4x-1 [-10, 10, -5, 5, 1/2, 1/4]}[/tex]

(a) To find the point of intersection of the linear graphs and hence state the value of a, we can equate the equations for the two linear graphs as follows:

[tex]2x + 1 = 4x - 1\\= > 2x - 4x = - 1 - 1\\= > - 2x = - 2\\= > x = 1[/tex]

Therefore, the point of intersection is (1, 3).

To find the value of a, we substitute x = a in the second equation and equate to the first equation as follows:

[tex]2a + 1 = 4a - 1\\= > 2a - 4a = - 1 - 1\\= > - 2a = - 2\\= > a = 1[/tex]

Therefore, a = 1.

(b) To sketch the piece-wise linear graph, we plot the two linear graphs on the same axis and join the end of the first graph to the start of the second graph as follows:

[tex]graph{x+1 [-10, 10, -5, 5, 1/2, 1/4] 2x+1 [-10, 10, -5, 5, 1/2, 1/4] 4x-1 [-10, 10, -5, 5, 1/2, 1/4]}[/tex]

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To find the critical value (t) needed to construct a confidence interval of the given level (98%) with the given sample size (21), we can use a t-distribution table or a statistical calculator. Since the sample size is small (< 30), we use the t-distribution instead of the normal distribution.

For a 98% confidence level, we need to find the critical value that corresponds to an alpha level (α) of 0.02 (since 1 - 0.98 = 0.02).

Using a t-distribution table or a calculator with 20 degrees of freedom (21 - 1 = 20) and an alpha level of 0.02, we find that the critical value is approximately 2.845.

Therefore, the critical value (t) needed to construct a confidence interval at the 98% level with a sample size of 21 is approximately 2.845.

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Let's separate variables in the given partial differential equation (PDE) for u(x, t):

t³uzz + x³uzt = t³u = 0

To separate variables, we assume that u(x, t) can be written as a product of two functions, one depending only on x (X(x)) and the other depending only on t (T(t)). Therefore, we can write:

u(x, t) = X(x) * T(t)

Now, let's differentiate u(x, t) with respect to x and t:

uz = X'(x) * T(t) (1)

uxt = X(x) * T'(t) (2)

Next, let's substitute these derivatives back into the PDE:

t³uzz + x³uzt = t³u

t³(X''(x) * T(t)) + x³(X'(x) * T'(t)) = t³(X(x) * T(t))

We divide both sides by t³ to simplify the equation:

X''(x) * T(t) + (x³ / t³) * X'(x) * T'(t) = X(x) * T(t)

Now, let's equate the x-dependent terms to the t-dependent terms, as they are both equal to a constant:

X''(x) / X(x) = - (x³ / t³) * T'(t) / T(t)

The left side of the equation depends only on x, and the right side depends only on t. Therefore, they must be equal to a constant, which we'll denote by -λ² (where λ is a constant):

X''(x) / X(x) = -λ² (3)

-(x³ / t³) * T'(t) / T(t) = -λ² (4)

Now, let's solve equation (3) for X(x):

X''(x) / X(x) = -λ²

X''(x) = -λ² * X(x)

This is a second-order ordinary differential equation (ODE) for X(x). Simplifying equation (4) for T(t), we get:

(x³ / t³) * T'(t) / T(t) = λ²

T'(t) / T(t) = (x³ / t³) * λ²

This is a first-order ODE for T(t).

In summary:

DE for X(x): X''(x) = -λ²

DE for T(t): T'(t) / T(t) = (x³ / t³) * λ²

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Environmental Errors and Instrumental Errors are two possible systematic errors that can occur in measurements.

In scientific experiments, a systematic error can occur due to equipment or procedure, resulting in measurements being off by a fixed amount each time they are measured. Here are two possible systematic errors that can occur in measurements:

1. Instrumental Errors: These are systematic errors that occur as a result of the tools used for measuring. Instrumental errors can arise due to a variety of factors, including the following:

Non-linear scales, where the scale is not linear and there is an error in measurement due to the reading being too high or too low.

Parity error, which occurs when a device displays a value that is higher or lower than the actual value in a proportionate manner.

Zero errors, in which a device consistently provides a reading of zero when it should not be providing such readings.

2. Environmental Errors: Environmental errors occur when environmental factors cause systematic errors in measurements. These types of errors may be difficult to detect, but they can have a significant impact on the results of an experiment. Environmental errors can be caused by a variety of factors, including the following: Temperature changes can cause expansion or contraction of materials, affecting the size of the object being measured. Changes in humidity can cause materials to warp or expand, affecting the size of the object being measured. Changes in atmospheric pressure can cause changes in the behavior of liquids and gases, affecting the readings.

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Given function is f(x) = 2x^7+11x^6+18x^5-24x^3-15x^2+4x+4To factor the given function, you can follow these steps:Step 1: Check for a common factor in all the terms, and take it out, if any.The roots of the given polynomial function are -1/2, -2, and 1/2.

Step 2: Check for grouping.Step 3: Look for the degree of the polynomial and test for the number of terms by finding the degree of the polynomial and adding one to it.Step 4: Determine the factors of the constant term and test them as possible roots using synthetic division. Step 5: Use Descartes' Rule of Signs to help identify the positive and negative roots. Step 6: Factor the given expression by splitting the middle term into two parts and factor by grouping.To find the roots, you need to use synthetic division which is a process that can be used to divide a polynomial by a linear expression of the form (x – a). It is used to find the factors of a polynomial function.

Here is the process of using synthetic division:Step 1: Write the coefficients of the polynomial in descending order.Step 2: Write the root in the leftmost column and place a line between the root column and the coefficients column. Step 3: Bring down the first coefficient and multiply it by the root to get the next number in the second column. Step 4: Add the second coefficient to the result of the multiplication to get the next number in the third column. Step 5: Continue this process until you reach the final remainder. The last number in the third column is the remainder, and the other numbers are the coefficients of the quotient. After applying the synthetic division method to the given polynomial function, we get the following:Thus, the roots of the given polynomial function are -1/2, -2, and 1/2.

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(a) we sum up the probabilities for all combinations: P(X₁ + X₂ + X₃ = 1) = 5 * e⁽⁻¹⁵⁾+ 5 * e⁽⁻¹⁵⁾  + 5 * e⁽⁻¹⁵⁾.  (b) MGF of Z: MZ(t) = MX₁(t) * MX₂(t) * MX₃(t) = e^(λ₁(e^t - 1))

Using the result from part (b), we substitute t with 10 to find the MGF at that point. The MGF evaluated at 10 gives us the probability P(X₁ + X₂ + X₃ = 10). To find P(Y < 3), we need to determine the maximum value among X₁, X₂, and X₃. Since the maximum can only be 0, 1, 2, or 3, we calculate the probabilities for each case and sum them up.

(a) To compute P(X₁ + X₂ + X₃ = 1), we consider all possible combinations of X₁, X₂, and X₃ that add up to 1. The combinations are (0, 0, 1), (0, 1, 0), and (1, 0, 0). For example, P(X₁ = 0, X₂ = 0, X₃ = 1) = P(X₁ = 0) * P(X₂ = 0) * P(X₃ = 1) =  e⁽⁻⁵⁾*  e⁽⁻⁵⁾ * 5 * e⁽⁻⁵⁾= 5 * e⁽⁻¹⁵⁾. Similarly, we calculate the probabilities for the other combinations. Finally, we sum up the probabilities for all combinations:

P(X₁ + X₂ + X₃ = 1) = 5 * e⁽⁻¹⁵⁾+ 5 *  e⁽⁻¹⁵⁾ + 5 *  e⁽⁻¹⁵⁾.

(b) The moment-generating function (MGF) of Z = X₁ + X₂ + X₃ can be found by using the MGF of X₁. The MGF of a Poisson distribution with parameter λ is given by M(t) = e^(λ(e^t - 1)). Substituting t with λ(e^t - 1) gives us the MGF of Z:

MZ(t) = MX₁(t) * MX₂(t) * MX₃(t) = e^(λ₁(e^t - 1))

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The statement, "There are 140 ways to arrange the digits" is FALSE. The number of ways to arrange the digits in the number 6,945,549 is 5,040.

There are 7 digits in the number 6,945,549. To find the number of ways to arrange them, we will use the formula for permutation which is:

[tex]P(n,r) = n!/(n - r)![/tex]

where P is permutation, n is the number of objects in the set and r is the number of objects we are choosing.

Let n = 7 (number of digits in the number) and r = 7 (number of digits we are choosing).

Therefore,

P(7,7) = 7!/(7 - 7)!

P(7,7) = 7!

We can simplify 7! as:7!

= 7 × 6 × 5 × 4 × 3 × 2 × 1

= 5,040

Therefore, the number of ways to arrange the digits in the number 6,945,549 is 5,040.

This means that the statement "There are 140 ways to arrange the digits" is false. The actual number of ways to arrange the digits is much greater (5,040).

Thus, the statement, "There are 140 ways to arrange the digits" is FALSE. The number of ways to arrange the digits in the number 6,945,549 is 5,040.

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A transition matrix is one that specifies the transition probability for a Markov chain. For a transition matrix to be valid, it must have the following characteristics: Each row's entries must sum to 1.

Each element of the matrix must be non-negative.In this case, the matrix shown could not be a transition matrix since not every row's entries sum to 1. As a result, the answer is no.

A transition matrix is a square matrix in which each element represents a probability or weighted value that represents the likelihood of moving from one state to another in a Markov process. The columns and rows of a transition matrix are defined in such a way that the sum of all columns is 1, which means that all the probabilities or weighted values sum to 1. That is, in a transition matrix, each column represents a probability distribution, and each row represents the outcomes of each probability distribution. If each row doesn't add up to 1, it can't be a transition matrix.

Therefore, the answer to whether the matrix shown could be a transition matrix is no since it violates one of the criteria for being a transition matrix, which is that each row's entries must sum to 1. This is a long answer that has been appropriately explained.

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The series ∑k=1[infinity] 3 k3 converges found using the series convergence method.

The given series is ∑k=1[infinity] 3 k3 with n = 2

a)  Find the first five terms of the series as follows:

For n = 1, the first term of the series would be 3(1)^3 = 3.

For n = 2, the second term of the series would be 3(2)^3 = 24.

For n = 3, the third term of the series would be 3(3)^3 = 81.

For n = 4, the fourth term of the series would be 3(4)^3 = 192.

For n = 5, the fifth term of the series would be 3(5)^3 = 375.  

b)  Write out the series using summation notation as shown below:  ∑k=1[infinity] 3 k3 = 3(1)^3 + 3(2)^3 + 3(3)^3 + 3(4)^3 + 3(5)^3 + ....c)  

Use the integral test to determine if the series converges.  

According to the integral test, a series converges if and only if its corresponding integral converges.

The integral of f(x) = 3 x^3 is given by∫3 x^3 dx = (3/4)x^4 + C.

The integral from n to infinity of f(x) = 3 x^3 is given by∫n^[infinity] 3 x^3 dx = lim as t → ∞ [∫n^t 3 x^3 dx] = lim as t → ∞ [(3/4)x^4] evaluated from n to t= lim as t → ∞ [(3/4)t^4 - (3/4)n^4]

Since this limit exists and is finite, the series converges.

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To solve the differential equation y'' + y = y0 using a power series about the point t = 0, we can express the solution as a power series and find the coefficients by substituting into the differential equation.

We will determine the first three terms of each linearly independent solution unless the series terminates sooner.

Let's assume the solution to the differential equation can be expressed as a power series:

[tex]y(t) = a0 + a1t + a2t^2 + ...[/tex]

Taking the first and second derivatives of y(t), we have:

[tex]y'(t) = a1 + 2a2t + 3a3t^2 + ...\\y''(t) = 2a2 + 6a3t + ...[/tex]

Substituting these expressions into the differential equation y'' + y = y0, we get:

[tex](2a2 + 6a3t + ...) + (a0 + a1t + a2t^2 + ...) = y0[/tex]

By equating the coefficients of like powers of t, we can find the values of the coefficients. The zeroth order coefficient gives a0 + 2a2 = y0, which determines a0 in terms of y0.

Similarly, the first order coefficient gives a1 = 0, which determines a1 as 0. Finally, the second order coefficient gives 2a2 + a2 = 0, from which we find a2 = 0.

The solution terminates at the second term, indicating that the power series terminates sooner. Hence, the first three terms of the linearly independent solutions are:

y1(t) = y0

y2(t) = 0

Therefore, the two linearly independent solutions are y1(t) = y0 and y2(t) = 0.

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The parametrization for the ray (half line) with initial point (2, 2) at t = 0 and ending point (-3, -1) at t = 1 is x = 2 - 5t, y = 2 - 3t.

To find the parametrization for the given ray, we need to determine the equations for x and y in terms of the parameter t. We are given the initial point (2, 2) when t = 0 and the ending point (-3, -1) when t = 1.

To obtain the parametrization, we start with the general form of a linear equation:

x = a + bt

y = c + dt

We substitute the values for x and y at t = 0 to find the values of a and c:

2 = a + b(0) -> a = 2

2 = c + d(0) -> c = 2

Next, we substitute the values for x and y at t = 1 to find the value of b and d:

-3 = 2 + b(1) -> b = -5

-1 = 2 + d(1) -> d = -3

Finally, we substitute the values of a, b, c, and d back into the general equations to obtain the parametrization for the ray:

x = 2 - 5t

y = 2 - 3t

These equations describe the motion of the ray starting from the initial point (2, 2) and extending in the direction towards the ending point (-3, -1) as t increases.

For each value of t, we can plug it into the parametric equations to determine the corresponding x and y coordinates on the ray.

The parametrization x = 2 - 5t and y = 2 - 3t represents the equation of a straight line segment that starts at (2, 2) and extends towards (-3, -1) as t increases. It provides a way to describe the path of the ray by using the parameter t to trace the points on the line segment.

As t varies from 0 to 1, the values of x and y change accordingly, producing the movement along the ray from the initial point to the ending point.

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It appears to involve Laplace transforms and initial-value problems, but the equations and initial conditions are not properly formatted.

To solve initial-value problems using Laplace transforms, you typically need well-defined equations and initial conditions. Please provide the complete and properly formatted equations and initial conditions so that I can assist you further.

Inverting the Laplace transform: Using the table of Laplace transforms or partial fraction decomposition, we can find the inverse Laplace transform of Y(s) to obtain the solution y(t).

Please note that due to the complexity of the equation you provided, the solution process may differ. It is crucial to have the complete and accurately formatted equation and initial conditions to provide a precise solution.

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The function approaches the value 80 + √5 as x approaches 75 from the right. This is consistent with the algebraic limit in part (b), which was found to be 5 + √5.

Given the function g(x) = x + √5

To find the values of g at the points x = -2.2, -2.24, -2.236 and so on through successive decimal approximations of -5, we can use the following table:

| x | g(x) | |-22 | -22 + √5| |-2.24| -2.24 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |-2.236 | -2.236 + √5| |

Limit x -> 5

The function g(x) = x + √5 is continuous everywhere.

So, we can find the limit algebraically.

Using the limit laws, we have:

lim x->5 g(x) = lim x->5 (x + √5)

= lim x->5 x + lim x->5 √5

= 5 + √5

Therefore, Lim x->5 g(x) = 5 + √5

To support the conclusion in part (a), we need to graph the function near c = 75 and use Zoom and Trace to estimate y values on the graph as x → 15.

We can use the following graph for this:

Graph of g(x) = x + √5As we can see from the graph, the function approaches the value 80 + √5 as x approaches 75 fr

the right.

This is consistent with the algebraic limit in part (b), which was found to be 5 + √5.

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Using the discriminant formula, we have found that the given quadratic equation -2x² + 8x + 14 = -6 has two real solutions.

The given quadratic equation is -2x² + 8x + 14 = -6. We are to determine the number of solutions using the discriminant formula

The discriminant formula is given as follows: [tex]$D = b^2 - 4ac$,[/tex] where a, b, and c are the coefficients of the quadratic equation in the standard form:

[tex]$ax^2 + bx + c = 0$.[/tex]

To determine the number of solutions,

                     we must consider the value of the discriminant:

  If [tex]$D > 0$[/tex], the quadratic equation has two real solutions.

If[tex]$D = 0$[/tex] , the quadratic equation has one real solution. If D < 0, the quadratic equation has no real solutions or two complex solutions.

The quadratic equation -2x² + 8x + 14 = -6 is already in standard form.

Therefore, comparing with the standard form, we can say that a = -2, b = 8, and c = 20.

Let us find the discriminant,

                   [tex]$D$: $D = b^2 - 4ac$$\\= (8)^2 - 4(-2)(20) \\= 64 + 160$$\\= 224$[/tex]

The value of D is greater than 0.

Therefore, the quadratic equation -2x² + 8x + 14 = -6 has two real solutions.

Using the discriminant formula, we have found that the given quadratic equation -2x² + 8x + 14 = -6 has two real solutions.

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The magnitude of the Ridgecrest earthquake was approximately 0.025 larger than that of the Northridge Earthquake.

The 1994 Northridge Earthquake (in Los Angeles) registered a 6.7 on the Richter scale. In July 2019, there was a major earthquake in Ridgecrest, California, with a magnitude of 7.1.  To determine how much bigger was the Ridgecrest quake compared to the Northridge Earthquake 25 years before, we need to calculate the difference between the magnitudes of the two earthquakes. The magnitude difference formula is given by;

M = log I – log I0

where; M is the magnitude difference, I0 and I are the intensities of the two earthquakes respectively

Therefore;

M = log(7.1) - log(6.7)M = 0.85163 - 0.82607M = 0.02556 (rounded to 3 decimal places)

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The integral of (y dx+ 3x^2 dy) where C is the arc of the curve y = 4-x^2 from the points (0,4) to (0,2) is 20/3 (1 - √2).

The integral(C) of (y dx+ 3x^2 dy) where C is the arc of the curve y = 4-x^2 from the points (0,4) to (0,2) can be solved using the formula of line integral.

In general, if we have a smooth curve C parameterized by the vector function r(t), a<=t<=b, and a vector field F(r) defined along C, the line integral of F over C is given by:

Line integral formulaI= ∫(a to b) F(r)⋅dr = ∫(a to b) F(r(t))⋅r'(t) dt

where r'(t)= dr/dt  is the derivative of r(t) with respect to t.

We can write the equation of the curve as: y = 4 - x²

Let's parameterize C: r(t) = (x(t), y(t))where 2<=y(t)<=4.

Hence we can write x(t) = ± √(4 - y(t))

From (0,4) to (0,2), we only need the negative square root, since we are moving downwards. Hence, x(t) = - √(4 - y(t)).

Now we need to find the derivative of r(t). r'(t) = (x'(t), y'(t))We have x(t) = - √(4 - y(t)).

Taking the derivative: x'(t) = 1/2(4 - y(t))^(-1/2)(- y'(t)) = -y'(t)/2 √(4 - y(t))We have y(t) = 4 - x²(t).

Taking the derivative: y'(t) = - 2x(t)⋅x'(t) = 2x(t)⋅y'(t)/2 √(4 - y(t))

Therefore, we have:r'(t) = (-y'(t)/2 √(4 - y(t)), 2x(t)⋅y'(t)/2 √(4 - y(t))) = (-y'(t)/2 √(4 - y(t)), -x(t)⋅y'(t)/ √(4 - y(t)))

We can write the integral as:I= ∫(a to b) F(r)⋅dr = ∫(a to b) F(r(t))⋅r'(t) dtI= ∫(2 to 4) ((4 - x²), 3x²)⋅(-y'(t)/2 √(4 - y(t)), -x(t)⋅y'(t)/ √(4 - y(t)))) dt

I= ∫(2 to 4) [(4 - x²)(-y'(t)/2 √(4 - y(t))) - 3x²(x(t)⋅y'(t)/ √(4 - y(t))))] dt

Now we can substitute x(t) and y'(t) to obtain a single-variable integral

I= ∫(2 to 4) [(-2x(t)²y'(t))/ √(4 - y(t)) - 3x(t)²y'(t)/ √(4 - y(t))] dt

I= ∫(2 to 4) [-5x(t)²y'(t)/ √(4 - y(t))] dt

Finally, we can substitute x(t) and y'(t) in terms of y(t) to obtain a single-variable integral in terms of y:

I= ∫(2 to 4) [-5(4 - y)⋅(2y/ √(4 - y))] dy

= ∫(2 to 4) [-10y√(4 - y) + 20√(4 - y)] dy

= [-10/3 (4 - y)^(3/2) + 20/3 (4 - y)^(3/2)]_2^4

= -10/3 (4 - 4)^(3/2) + 20/3 (4 - 4)^(3/2) - (-10/3 (4 - 2)^(3/2) + 20/3 (4 - 2)^(3/2))

= -20/3 + 40/3 - (-20/3 √2 + 40/3 √2)= 20/3 (1 - √2)

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3.The flux of the vector field f(x, y, z) = [tex](x^2 - yxy, -2(2xz + y))[/tex] is -7/12.

4. The flux of the vector field F(x, y, z) = (x, y, z) is 1/2 + 1/2z.

3.We have the vector field f(x, y, z) = [tex](x^2 - yxy, -2(2xz + y))[/tex]. The surface σ is the face of the tetrahedron in the first octant bounded by x + y + z = 1 and the coordinate planes.

To determine the bounds for integration, let's analyze the tetrahedron and its intersection with the coordinate planes.

The equation of the plane x + y + z = 1 can be rewritten as z = 1 - x - y.

We know that the tetrahedron is in the first octant, so the bounds for x, y, and z will be:

0 ≤ x ≤ 1

0 ≤ y ≤ 1 - x

0 ≤ z ≤ 1 - x - y

Now, let's calculate the flux:

We have:

∂r/∂x = (1, 0, -1)

∂r/∂y = (0, 1, -1)

Taking the cross product:

dA = (1, 0, -1) × (0, 1, -1) dx dy

  = (1, 1, 1) dx dy

Now, let's calculate the flux integral:

Φ = ∫∫f · dA

Φ = ∫∫([tex](x^2 - yxy, -2(2xz + y))[/tex] · (1, 1, 1)) dx dy

  = ∫∫[tex](x^2 - yxy - 4xz - 2y)[/tex]dx dy

Since the tetrahedron is bounded by the coordinate planes, the integration limits are:

0 ≤ x ≤ 1

0 ≤ y ≤ 1 - x

Now, we can perform the integration:

Φ = [tex]\int_0^1\int_0^{1-x} (x^2 - yxy - 4xz - 2y) dy dx[/tex]

Let's first integrate with respect to y:

[tex]\int_0^{1-x} (x^2 - yxy - 4xz - 2y) dy = [x^2y - (1/2)xy^2 - 2xy - y^2] [0,1-x][/tex]

[tex]\int_0^{1-x} (x^2 - yxy - 4xz - 2y) dy = (x^2(1-x) - (1/2)x(1-x)^2 - 2x(1-x) - (1-x)^2) - (0 - 0 - 0 - 0)[/tex]

[tex]\int_0^{1-x} (x^2 - yxy - 4xz - 2y) dy = (x^2 - (1/2)x(1-x) - 2x(1-x) - (1-x)^2)[/tex]

Now, let's integrate the outer integral with respect to x:

Φ = [tex]\int_0^1(x^2 - (1/2)x(1-x) - 2x(1-x) - (1-x)^2) dx[/tex]

Simplifying:

Φ = [tex]\int_0^1 (x^2 - (1/2)x(1-x) - 2x + 2x^2 - (1-2x+x^2)) dx[/tex]

Φ = [tex]\int_0^1 ((5/2)x^2 - (1/2)x - 1) dx[/tex]

Φ =[tex](5/6(1)^3 - (1/4)(1)^2 - (1)) - (5/6(0)^3 - (1/4)(0)^2 - (0))[/tex]

Φ = (5/6 - 1/4 - 1) - (0 - 0 - 0)

Φ = (5/6 - 1/4 - 1)

Φ = -7/12

Therefore, the flux of the vector field f(x, y, z) = [tex](x^2 - yxy, -2(2xz + y))[/tex]across the surface σ, the face of the tetrahedron in the first octant bounded by x + y + z = 1 and the coordinate planes, with positive orientation, is -7/12.

4. We have the vector field F(x, y, z) = (x, y, z). The surface σ is the surface of the solid defined by the tetrahedron in the first octant bounded by x + y + z = 1 and the coordinate planes.

To determine the bounds for integration, we can use the same bounds as in problem 3:

0 ≤ x ≤ 1

0 ≤ y ≤ 1 - x

0 ≤ z ≤ 1 - x - y

Now, let's calculate the flux::

We have:

∂r/∂x = (1, 0, -1)

∂r/∂y = (0, 1, -1)

Taking the cross product:

dA = (1, 0, -1) × (0, 1, -1) dx dy

  = (1, 1, 1) dx dy

Now, let's calculate the flux integral:

Φ = ∫∫F · dA

Φ = ∫∫((x, y, z) · (1, 1, 1)) dx dy

  = ∫∫(x + y + z) dx dy

Since the tetrahedron is bounded by the coordinate planes, the integration limits are the same as in problem 3:

0 ≤ x ≤ 1

0 ≤ y ≤ 1 - x

Now, we can perform the integration:

[tex]\phi = \int_0^1\int_0^{1-x} (x + y + z) dy dx[/tex]

Let's first integrate with respect to y:

[tex]\int {0,1-x} (x + y + z) dy[/tex] = (x(1-x) + y(1-x) + z(1-x)) [0,1-x]

[tex]\int_0^{1-x} (x + y + z) dy = (x(1-x) + (1-x)^2 + z(1-x))[/tex]

Now, let's integrate the outer integral with respect to x:

[tex]\phi = \int _0^1 (x(1-x) + (1-x)^2 + z(1-x)) dx[/tex]

Simplifying:

[tex]\phi= \int _0^1 (x - x^2 + 1 - 2x + x^2 + z - zx) dx[/tex]

[tex]\phi = [x - (1/2)x^2 + zx - (1/2)zx^2] |_0^1[/tex]

Φ = (1 - (1/2) + z - (1/2)z) - (0 - 0 + 0 - 0)

Φ = (1 - 1/2 + z - 1/2z)

Φ = 1/2 + 1/2z

Therefore, the flux of the vector field F(x, y, z) = (x, y, z) across the surface σ, which is the surface of the solid defined by the tetrahedron in the first octant bounded by x + y + z = 1 and the coordinate planes, with positive orientation, is 1/2 + 1/2z.

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The solutions to the simultaneous equation are x = 3 and y = -2

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

3x - 4y = 17

4x + 4y = 4

Express as a matrix

3      -4   | 17

4       4   | 4

Calculate the determinant

|A| = 3 * 4 + 4 * 4 = 28

For x, we have

17      -4

4       4

Calculate the determinant

|x| = 17 * 4 + 4 * 4 = 84

So, we have

x = 84/28 = 3

For y, we have

3      17

4       4

Calculate the determinant

|y| = 3 * 4 - 17 * 4 = -56

So, we have

y = -56/28 = -2

Hence, the solutions are x = 3 and y = -2

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To estimate the population mean with a 95% confidence interval, given a normal distribution with variance Var=3, the sample size should be determined such that the estimation error (p) is within 0.5 or less.

To calculate the required sample size, we need to consider the relationship between the sample size, standard deviation, confidence level, and desired margin of error. In this case, we have the variance Var=3, which is the square of the standard deviation.

To determine the sample size needed to estimate the mean within 0.5 or less, we can use the formula for the margin of error (E) in a confidence interval:

E = z * (σ / √n)

Here, E represents the desired margin of error, z is the z-score corresponding to the desired confidence level (in this case, 95%), σ is the standard deviation (square root of the variance), and n is the sample size.

Rearranging the formula, we can solve for n:

n = (z * σ / E)²

Since we are given that Var=3, the standard deviation σ is √3. Assuming a 95% confidence level, the z-score corresponding to it is approximately 1.96.

Plugging these values into the formula, we get:

n = (1.96 * √3 / 0.5)²

Calculating this expression will give us the required sample size, ensuring that the estimation error (p) is within 0.5 or less for the mean.

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In a two-tailed test, when the p-value is 0.05 and we test the null hypothesis at the 0.01 level of significance, we reject the null hypothesis as the p-value is less than the level of significance.P-value is a statistical measure that helps to determine the significance of results in hypothesis testing.

It is used to determine if  is enough evidence to reject the null hypothesis or accept the alternative hypothesis. The p-value is compared to the level of significance to make the decision about the null hypothesis. If the p-value is less than or equal to the level of significance, then we reject the null hypothesis; otherwise, we fail to reject the null hypothesis.The null hypothesis states that there is no significant difference between two groups, and the alternative hypothesis states that there is a significant difference between two groups. The level of significance is a predetermined threshold that is used to determine the significance of the results.

In this case, the level of significance is 0.01, which means that we need a strong evidence to reject the null hypothesis.If the p-value is 0.05 and we test the null hypothesis at the 0.01 level of significance, we reject the null hypothesis as the p-value is less than the level of significance. It means that there is enough evidence to reject the null hypothesis and accept the alternative hypothesis. Therefore, we can conclude that there is a significant difference between two groups.

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Suppose the amounts in the two envelopes are denoted by A and B, where A > B. When you randomly choose one envelope and open it, let's assume you find amount X.

Let's consider the expected value of the other envelope (the unopened one) based on the value X that you have observed.

The probability that the other envelope contains amount A is 0.5, and the probability that it contains amount B is also 0.5.

If X < A, then the expected value of the other envelope is (0.5 * A) + (0.5 * B) = ( A + B  )/2.

If X > A, then the expected value of the other envelope is (0.5 * A) + (0.5 * B) = (A + B)/2.

If X = A, then the expected value of the other envelope is (0.5 * A) + (0.5 * B) = (A + B)/2.

In all cases, the expected value of the other envelope is (A + B)/2.

Now, let's compare the probability of expected value of the other envelope to the amount X that you have observed. If X < (A + B)/2, it means the expected value of the other envelope is higher than the observed amount X. In this case, it would be beneficial to exchange the envelope and take the other one.

Similarly, if X > (A + B)/2, it means the expected value of the other envelope is lower than the observed amount X. In this case, it would be better to keep the envelope you have opened.

However, if X = A + B /2, then the expected value of the other envelope is equal to the observed amount X. In this case, it doesn't matter whether you exchange the envelope or keep the one you have opened. The expected value remains the same.

In conclusion, based on the analysis, there is no advantage to switching envelopes. The expected value of the other envelope is always the same as the observed amount. Therefore, it is not possible to devise a strategy that consistently does better than just accepting the first envelope.

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The amount of money you need to invest is $9046.92.

8. You put P dollars in an account 10 years ago that pays 6.25% annual interest, compounded monthly.

You currently have $2797.83 in the account.

How much did you put in 10 years ago?

The compound interest formula is given by the formula below;

A=[tex]P(1+r/n)^(nt)[/tex]

Where;

A is the total amount in the account after t years

P is the principal, that is, the amount deposited is the annual interest rate

n is the number of times the interest is compounded in a year

t is the number of years

Therefore, substituting the given information into the formula above;

A = $2797.83,

r = 6.25%

= 0.0625,

n = 12 (because interest is compounded monthly),

t = 10 years.

P = $1458.89.

Hence, the amount you put in 10 years ago is $1458.89.9.

Gina deposited $1500 in an account that pays 4% interest compounded quarterly.

What will be the balance in 5 years?

The compound interest formula is given by the formula below;

[tex]A=P(1+r/n)^(nt)[/tex]

Where;

A is the total amount in the account after t years

P is the principal, that is, the amount deposited

r is the annual interest rate

n is the number of times the interest is compounded in a year

t is the number of years

Therefore, substituting the given information into the formula above;

P = $1500,

r = 4%

= 0.04,

n = 4 (because interest is compounded quarterly),

t = 5 years.

A = $1776.18.

Therefore, the balance in 5 years is $1776.18.10.

How much money do you need to invest at 2.75% compounded monthly in order to have $12,000 after 7 years?

The compound interest formula is given by the formula below;

[tex]A=P(1+r/n)^(nt)[/tex]

Where;

A is the total amount in the account after t years

P is the principal, that is, the amount deposited

r is the annual interest rate

n is the number of times the interest is compounded in a year

t is the number of years

Therefore, substituting the given information into the formula above;

$12,000 = [tex]P(1 + 0.0275/12)^(12*7)[/tex]

P = $9046.92.

Therefore, the amount of money you need to invest is $9046.92.

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Without evaluating the left and right limits explicitly, we cannot determine if the limit exists for option (d).

Simplifying the expression and then substitute the given value of x to evaluate the limit.

Let's simplify the expression first:

[tex](x^2 - √(x+2-2)) / (x^2 - 2)[/tex]

Notice that x+2-2 simplifies to x, so we have:

[tex](x^2 - √x) / (x^2 - 2)[/tex]

Now, let's evaluate the limit for each given value of x:

a) lim(x→3)[tex](x^2 - √x) / (x^2 - 2)[/tex]

Substituting x = 3:

[tex](3^2 - √3) / (3^2 - 2)[/tex]

(9 - √3) / 7

b)

[tex]\(\lim_{{x \to 1}} \frac{{x^2 - \sqrt{x}}}{{x^2 - 2}}\)\\Substituting \(x = 1\):\\\(\frac{{1^2 - \sqrt{1}}}{{1^2 - 2}}\)\\\(\frac{{1 - 1}}{{-1}}\)\\\(\frac{{0}}{{-1}}\)\\\(0\)[/tex]

c) lim(x→2)[tex](x^2 - √x) / (x^2 - 2)[/tex]

Substituting x = 2:

[tex](2^2 - √2) / (2^2 - 2)[/tex]

(4 - √2) / 2

(4 - √2) / 2

d) The limit does not exist if the expression approaches different values from the left and the right side of the given value. To determine this, we need to evaluate the left and right limits separately.

For example, let's evaluate the left limit as x approaches 2 from the left side (x < 2):

lim(x→2-) [tex](x^2 - √x) / (x^2 - 2)[/tex]

Substituting x = 2 - ε, where ε is a small positive number:

[tex]\(\lim_{{x \to 2^-}} \frac{{(2 - \varepsilon)^2 - \sqrt{2 - \varepsilon}}}{{(2 - \varepsilon)^2 - 2}}\)\\\(\frac{{(4 - 4\varepsilon + \varepsilon^2) - \sqrt{2 - \varepsilon}}}{{(4 - 4\varepsilon + \varepsilon^2) - 2}}\)[/tex]

Similarly, we can evaluate the right limit as x approaches 2 from the right side (x > 2):

lim(x→2+) [tex](x^2 - √x) / (x^2 - 2)\\[/tex]

Substituting x = 2 + ε, where ε is a small positive number:

[tex]\(\lim_{{x \to 2^+}} \frac{{(2 + \varepsilon)^2 - \sqrt{2 + \varepsilon}}}{{(2 + \varepsilon)^2 - 2}}\)\(\frac{{(4 + 4\varepsilon + \varepsilon^2) - \sqrt{2 + \varepsilon}}}{{(4 + 4\varepsilon + \varepsilon^2) - 2}}\)[/tex]

If the left and right limits are different, the limit of the expression does not exist.

Therefore, without evaluating the left and right limits explicitly, we cannot determine if the limit exists for option (d).

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The simplified polynomial in standard form is - x² - 5x - 24

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

(x + 5)² is subtracted from 1

When represented as an expression, we have

1 - (x + 5)²

Open the brackets

1 - (x² + 5x + 25)

So, we have

1 - x² - 5x - 25

Using the above as a guide, we have the following:

- x² - 5x - 24

Hence, the simplified polynomial in standard form is - x² - 5x - 24

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The second-order differential equation in y is d²y/dt² = 3y + 6t - 1. Solving this equation gives the general solution y(t) = c₁e^(sqrt(6t + 2)t) + c₂e^(-sqrt(6t + 2)t). Substituting the initial conditions x(0) = 1 and y(0) = -4, we can find the specific values of c₁ and c₂ and determine x(t) as a function of t.

To convert the system of equations into a second-order differential equation, we differentiate the second equation with respect to t and substitute for x using the first equation.

Given the system of equations:

1) dx/dt = y + 2t

2) dy/dt = 3x - t

Differentiating equation 2) with respect to t:

d²y/dt² = 3(dx/dt) - dt/dt

        = 3(y + 2t) - 1

        = 3y + 6t - 1

Now we have a second-order differential equation in terms of y:

d²y/dt² = 3y + 6t - 1

To solve this equation, we need initial conditions. Given x(0) = 1 and y(0) = -4, we can find the particular solution for y(t). Then, we can substitute the solution for y(t) back into the first equation to find x(t).

Solving the differential equation:

d²y/dt² = 3y + 6t - 1

We can solve this second-order linear homogeneous differential equation by assuming a solution of the form y(t) = e^(rt). By substituting this into the differential equation, we find the characteristic equation:

r²e^(rt) = 3e^(rt) + 6te^(rt) - e^(rt)

r² = 3 + 6t - 1

r² = 6t + 2

Solving the characteristic equation, we find two roots:

r₁ = sqrt(6t + 2)

r₂ = -sqrt(6t + 2)

The general solution for y(t) is then given by:

y(t) = c₁e^(sqrt(6t + 2)t) + c₂e^(-sqrt(6t + 2)t)

Now, we can substitute the initial condition y(0) = -4 to find c₁ and c₂:

-4 = c₁e^(sqrt(2) * 0) + c₂e^(-sqrt(2) * 0)

-4 = c₁ + c₂

Now, to find x(t), we substitute the solution for y(t) back into the first equation:

dx/dt = y + 2t

dx/dt = (c₁e^(sqrt(6t + 2)t) + c₂e^(-sqrt(6t + 2)t)) + 2t

Integrating both sides with respect to t, we obtain:

x(t) = ∫ [(c₁e^(sqrt(6t + 2)t) + c₂e^(-sqrt(6t + 2)t)) + 2t] dt

The integration of the right side can be evaluated to find x(t) as a function of t.

Given the initial condition x(0) = 1, we can substitute t = 0 into the equation for x(t) and solve for c₁ and c₂. This will give us the specific values of c₁ and c₂.

Once we have determined the values of c₁ and c₂, we can substitute them back into the expressions for y(t) and x(t) to find the specific solutions for y and x, respectively.

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The problem involves showing that the cumulative distribution function (CDF) of F(X1) follows a uniform distribution on the interval (0, 1).

Given that F is a continuous and strictly increasing CDF, the random variable F(X1) follows a uniform distribution on the interval (0, 1). To verify this, we can show that the CDF of F(X1) is indeed the CDF of a uniform distribution. Let U = F(X1). The CDF of U, denoted as G(u), is defined as G(u) = P(U ≤ u). We want to show that G(u) is equal to the CDF of the uniform distribution on (0, 1), which is given by H(u) = u for 0 ≤ u ≤ 1.

To establish the equality, we evaluate G(u) = P(U ≤ u) = P(F(X1) ≤ u) = P(X1 ≤ F^(-1)(u)), where F^(-1) is the inverse function of F. Since F is strictly increasing and continuous, we have P(X1 ≤ F^(-1)(u)) = F(F^(-1)(u)) = u, which is the CDF of the uniform distribution on (0, 1).

Therefore, we conclude that F(X1) follows a uniform distribution on (0, 1), and this result extends to F(X1), ..., F(Xn) as independently and identically distributed U(0, 1) random variables. Additionally, the distribution of the Kolmogorov-Smirnov test statistic is not affected by the specific CDF of X1 due to the uniformity of the transformed variables.

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If [E:Q] = 2, there exists an integer d such that E = Q(√d), where d is not divisible by the square of any prime.

Let [E:Q] denote the degree of the field extension E/Q, which is equal to 2. This means that the extension E/Q is a degree 2 extension.

By the fundamental theorem of Galois theory, a degree 2 extension E/Q corresponds to the existence of an intermediate field F such that Q ⊆ F ⊆ E, where [E:F] = [F:Q] = 2.

Since [F:Q] = 2, the intermediate field F is a quadratic extension of Q. This implies that there exists a square-free integer d such that F = Q(√d), where d is not divisible by the square of any prime.

Now, let's consider the field E. Since [E:F] = 2, the field E is also a quadratic extension of F. Therefore, there exists an element α in E such that E = F(α) and [F(α):F] = 2.

We can express α as α = a + b√d, where a and b are elements in F.

Since α is in E, it must satisfy a quadratic polynomial over F. We can write this quadratic polynomial as (x - α)(x - β) = 0, where β is the other root of the polynomial.

Expanding this polynomial, we get [tex]x^2[/tex]- (α + β)x + αβ = 0.

Comparing the coefficients of this polynomial with the elements in F, we have α + β = -a and αβ = [tex]b^2d.[/tex]

From the first equation, β = -a - α.

Substituting this into the second equation, we get α(-a - α) = [tex]b^2d.[/tex]

Simplifying, we have [tex]\alpha ^2 + a\alpha + b^2d = 0.[/tex]

Since α is in E, this quadratic equation must have a solution in E. This means that its discriminant [tex](a^2 - 4b^2d)[/tex] must be a square in F.

Since F = Q(√d), the discriminant [tex](a^2 - 4b^2d)[/tex] must be of the form [tex]k^2d,[/tex] where k is an element in Q.

Therefore, [tex]a^2 - 4b^2d = k^2d.[/tex]

Rearranging, we have [tex]a^2 = (4b^2 + k^2)d.[/tex]

Since d is square-free and not divisible by the square of any prime, [tex](4b^2 + k^2)[/tex] must be a square in Q.

Letting [tex]d' = 4b^2 + k^2,[/tex] we can rewrite the equation as [tex]a^2 = d'd.[/tex]

Therefore, we have E = Q(√d') = Q(√d), where d' is not divisible by the square of any prime.

In conclusion, we have shown that if [E:Q] = 2, there exists an integer d such that E = Q(√d), where d is not divisible by the square of any prime.

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The correct option for the evaluated integral 14∫x³√(x² + 8) dx is d. 14/3 (x² + 8) ³/2 - 112(x² + 8) ¹/² + c.

To evaluate the given integral, we can use the substitution method. Let u = x² + 8. Taking the derivative of u with respect to x gives du/dx = 2x, and solving for dx, we have dx = du/(2x).

Substituting the values into the integral, we get:

14∫x³√(x² + 8) dx = 14∫(x * √(x² + 8)) dx

= 14∫(x * √u) (du/(2x))

= 7∫√u du.

Integrating √u with respect to u, we obtain:

7∫√u du = 7 * (2/3)u^(3/2) + c

= 14/3 u^(3/2) + c

= 14/3 (x² + 8)^(3/2) + c.

Therefore, the correct option is d. 14/3 (x² + 8) ³/2 - 112(x² + 8) ¹/² + c.

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The local maximum value of f using both the first and second derivative tests is f(x) = x √4 - x.

To find the maximum value of f, we can substitute x = -4 into

[tex]f(x) = x(4 - x)^{(1/2)}.f(-4) \\\\f(x)= (-4)(4 - (-4))^{(1/2)}[/tex]

= -4(2)

= -8

Therefore, the local maximum value of f is -8.

The function [tex]f(x) = x(4 - x)^{(1/2)}[/tex] is given.

We are to find the local maximum value of f using both the first and second derivative tests.

Find f'(x) first .We can use the product rule for differentiation:

Let u = x, then

v = [tex]v=(4 - x)^{(1/2)}[/tex]

du/dx = 1 and

[tex]dv/dx-(1/2)(4 - x)^{(-1/2)}(-1)[/tex]

[tex]= (1/2)(4 - x)^{(-1/2)[/tex]

f'(x) = u dv/dx + v du/dx

[tex]= x(4 - x)^{(-1/2)} + (1/2)(4 - x)^{(-1/2)[/tex]

Taking the common denominator, we get

[tex]f'(x) = (2x + 4 - x)/2(4 - x)^{(1/2)[/tex]

[tex]= (4 + x)/2(4 - x)^{(1/2)[/tex]

To find the critical numbers, we set

f'(x) = 0.4 + x

= 0x

= -4

The only critical number is x = -4.

Next, we find f''(x).We have that [tex]f'(x) = (4 + x)/2(4 - x)^{(1/2)[/tex].

Let's rewrite f'(x) as [tex]f'(x) = 2(4 + x)/(8 - x^2)^{(1/2)[/tex]

Now, we can use the quotient rule:

Let u = 2(4 + x),

then v = [tex](8 - x^2)^{(-1/2)[/tex]

du/dx = 2 and

[tex]dv/dx = (1/2)(8 - x^2)^{(-3/2)}(-2x)[/tex]

[tex]= x(8 - x^2)^{(-3/2)[/tex]

Therefore, we get f''(x) = u dv/dx + v du/dx

[tex]= (2)(x(8 - x^2)^{(-3/2)}) + (4 + x)(-1)(8 - x^2)^{(-3/2)(-2x)}f''(x)[/tex]

[tex]= (16 - 3x^2)/(8 - x^2)^{(3/2)[/tex]

We know that at a local maximum, f'(x) = 0 and f''(x) < 0.

We have that the only critical number is x = -4 and

[tex]f''(-4) = (16 - 3(-4)^2)/(8 - (-4)^2)^{(3/2)[/tex]

= -2.17 < 0, f has a local maximum at x = -4.

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If AC = 13 and  BC = 10 then the radius is  8.30.

Given that,

For the given triangle,

AC = 13

BC = 10

Here we can see that the perpendicular of triangle is the radius circle.

Then,

We have to calculate AB

The given triangle ABC is right angled triangle,

We know that the Pythagoras theorem for a right angled triangle:

Therefore,

⇒ (Hypotenuse)²= (Perpendicular)² + (Base)²

⇒ (AC)²= (AB)² + (BC)²

⇒    13² = (AB)² + 10²

⇒ (AB)² = 169 - 100

⇒ (AB)² =  69

⇒    AB = 8.30

Hence the radius of circle  is 8.30.

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