TRUE/FALSE. if two samples each have the same mean, the same number of scores, and are selected from the same population, then they will also have identical t statistics.

Answers

Answer 1

False.  If two samples each have the same mean, the same number of scores, and are selected from the same population, it does not guarantee that they will have identical t statistics.

The t statistic is calculated using the sample means, sample standard deviations, and sample sizes of the two groups being compared. Even if the means and sample sizes are the same for both samples, the t statistic can still differ if the sample standard deviations differ.

The formula for calculating the t statistic is as follows:

t = (x1 - x2) / sqrt((s1^2 / n1) + (s2^2 / n2))

Where:

x1 and x2 are the sample means of the two groups,

s1 and s2 are the sample standard deviations of the two groups,

n1 and n2 are the sample sizes of the two groups.

If the sample standard deviations are different between the two samples, even if the means and sample sizes are the same, the t statistic will differ. Therefore, the statement that the t statistics will be identical is false.

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Related Questions

Two methods, a and b, are available for teaching a certain industrial skill. there is an 80% chance of successfully learning the skill if method a is used, and a 95% chance of success if method b is used. however, method b is substantially more expensive and is therefore used only 25% of the time (method a is used the other 75% of the time). the following notations are suggested:
A—method A is used
B—method B is used
L—the skill was Learned successfully
Which of the following is the correct representation of the information that is provided to us?
P(A) = .75, P(B) = .25, P(L | A) = .80, P(L | B) = .95
P(A) = .75, P(B) = .25, P(A | L) = .80, P(B | L) = .95
P(A) = .75, P(B) = .25, P(A and L) = .80, P(B and L) = .95
P(A | L) = .75, P(B | L) = .25, P(L | A) = .80, P(L | B) = .95
P(A and L) = .75, P(B and L) = .25, P(L | A) = .80, P(L | B) = .95
What is the probability that a randomly chosen worker will learn the skill successfully?
P(L) = .75 * .80 = .60
P(L) = .25 * .95 = .2375
P(L) = .75 * .25 + .80 * .95 = .9475
P(L) = .75 * .95 + .25 * .80 = .9125
P(L) = .75 * .80 + .25 * .95 = .8375
A worker learned the skill successfully. What is the probability that he was taught by method A?
(a) .75×.80=.60.75×.80=.60
(b) .80
(c) .25×.95.75×.80 + .25×.95≈.2836.25×.95.75×.80 + .25×.95≈.2836
(d).75×.80.75×.80 + .25×.95≈.7164.75×.80.75×.80 + .25×.95≈.7164
(e) .75×.80.80 + .95≈.3429

Answers

The correct representation of the information provided is P(A) = .75,

P(B) = .25, P(L | A) = .80, P(L | B) = .95. The probability that a randomly chosen worker will learn the skill successfully is P(L) = .75 * .80 = .60. If a worker learned the skill successfully, the probability that they were taught by method A is approximately .7164.

The given information can be represented as P(A) = .75, P(B) = .25, P(L | A) = .80, P(L | B) = .95. These represent the probabilities of using method A (P(A) = .75) or method B (P(B) = .25), and the probabilities of successfully learning the skill given the method used (P(L | A) = .80, P(L | B) = .95).

To find the probability that a randomly chosen worker will learn the skill successfully, we multiply the probability of using method A (P(A) = .75) with the probability of successful learning given method A (P(L | A) = .80), which gives us P(L) = .75 * .80 = .60.

To determine the probability that a worker, who learned the skill successfully, was taught by method A, we use Bayes' theorem. We calculate the probability of being taught by method A given successful learning (P(A | L)) by dividing the product of P(A) and P(L | A) by the sum of the products of P(A) and P(L | A) and P(B) and P(L | B). Thus, P(A | L) = .75 * .80 / (.75 * .80 + .25 * .95) ≈ .7164.

Therefore, the correct answer is (d) .75 * .80 / (.75 * .80 + .25 * .95) ≈ .7164, which represents the probability that a worker, who learned the skill successfully, was taught by method A.

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The correct representation of the information provided is P(A) = .75,

P(B) = .25, P(L | A) = .80, P(L | B) = .95. The probability that a randomly chosen worker will learn the skill successfully is P(L) = .75 * .80 = .60. If a worker learned the skill successfully, the probability that they were taught by method A is approximately .7164.

The given information can be represented as P(A) = .75, P(B) = .25, P(L | A) = .80, P(L | B) = .95. These represent the probabilities of using method A (P(A) = .75) or method B (P(B) = .25), and the probabilities of successfully learning the skill given the method used (P(L | A) = .80, P(L | B) = .95).

To find the probability that a randomly chosen worker will learn the skill successfully, we multiply the probability of using method A (P(A) = .75) with the probability of successful learning given method A (P(L | A) = .80), which gives us P(L) = .75 * .80 = .60.

To determine the probability that a worker, who learned the skill successfully, was taught by method A, we use Bayes' theorem. We calculate the probability of being taught by method A given successful learning (P(A | L)) by dividing the product of P(A) and P(L | A) by the sum of the products of P(A) and P(L | A) and P(B) and P(L | B). Thus, P(A | L) = .75 * .80 / (.75 * .80 + .25 * .95) ≈ .7164.

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Consider the differential equation dy/dx = y^2 (2x + 2). Let y = f (x) be the particular solution to the differential equation with initial condition f(0) = -1.(a) find lim\frac{f(x)+1}{sinx}Show the work that leads to your answer.(b) Use Euler's method, starting at x = 0 with two steps of equal size, to approximate f(1/2).(c) find y = f (x), the particular solution to the differential equation with initial condition f(0) = -1

Answers

The limit of (f(x) + 1) / sin(x) as x approaches 0 is 0, the approximation for f(1/2) using Euler's method with two steps is 19/32 and the particular solution to the differential equation with the initial condition f(0) = -1 is: y(x) = -1 / (x²  + 2x + 1) - 1.

(a) To find the limit of (f(x) + 1) / sin(x) as x approaches 0, we can first rewrite the given differential equation as:

dy / dx = y²  (2x + 2)

Separating variables, we get:

dy / y²  = (2x + 2) dx

Integrating both sides, we have:

∫(1 / y² ) dy = ∫(2x + 2) dx

Integrating the left side gives:

-1 / y = x²  + 2x + C1

where C1 is the constant of integration.

Since we have the initial condition f(0) = -1, we substitute x = 0 and y = -1 into the above equation:

-1 / (-1) = 0²  + 2(0) + C1

1 = C1

So the particular solution is:

-1 / y = x²  + 2x + 1

Multiplying through by y gives:

-1 = y(x²  + 2x + 1)

Simplifying further:

y(x²  + 2x + 1) + 1 = 0

Now, to find the limit (f(x) + 1) / sin(x) as x approaches 0, we substitute x = 0 into the particular solution equation:

f(0)(0²  + 2(0) + 1) + 1 = 0

-1(0) + 1 = 0

1 = 0

Therefore, the limit of (f(x) + 1) / sin(x) as x approaches 0 is 0.

(b) Using Euler's method, we approximate the value of f(1/2) starting at x = 0 with two steps of equal size. Let's choose the step size h = 1/4.

First step:

x0 = 0, y0 = f(0) = -1

Using the differential equation, we have:

dy / dx = y²  (2x + 2)

dy = y²  (2x + 2) dx

Approximating the derivative using the Euler's method:

Δy ≈ y²  (2x + 2) Δx

Δy ≈ (-1)²  (2(0) + 2) (1/4)

Δy ≈ 1/2

Next, we update the values:

x1 = x0 + Δx = 0 + 1/4 = 1/4

y1 = y0 + Δy = -1 + 1/2 = 1/2

Second step:

x0 = 1/4, y0 = 1/2

Using the differential equation again:

dy / dx = y^2 (2x + 2)

dy = y²  (2x + 2) dx

Approximating the derivative using the Euler's method:

Δy ≈ y²  (2x + 2) Δx

Δy ≈ (1/2)²  (2(1/4) + 2) (1/4)

Δy ≈ 3/32

Updating the values:

x2 = x1 + Δx = 1/4 + 1/4 = 1/2

y2 = y1 + Δy = 1/2 + 3/32 = 19/32

Therefore, the approximation for f(1/2) using Euler's method with two steps is 19/32.

c)To find the particular solution to the differential equation dy/dx = y^2 (2x + 2) with the initial condition f(0) = -1, we can solve the separable differential equation.

Separating variables, we have:

dy / y² = (2x + 2) dx

Integrating both sides:

∫(1 / y² ) dy = ∫(2x + 2) dx

Integrating the left side:

-1 / y = x²  + 2x + C

where C is the constant of integration.

To find the particular solution, we substitute the initial condition f(0) = -1:

-1 / (-1) = 0²  + 2(0) + C

1 = C

So the particular solution is:

-1 / y = x²  + 2x + 1

Multiplying through by y gives:

-1 = y(x²  + 2x + 1)

Simplifying further:

y(x²  + 2x + 1) + 1 = 0

Therefore, the particular solution to the differential equation with the initial condition f(0) = -1 is: y(x) = -1 / (x²  + 2x + 1) - 1

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find the points ( x , y ) (x,y) at which the polar curve 8 cos θ , − π 6 ≤ θ ≤ π 3 8cosθ,-π6≤θ≤π3 has a vertical and horizontal tangent line.

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The points (x, y) at which the polar curve has a vertical tangent line are (8, 0) and (-8, 0), and the points at which it has a horizontal tangent line are (0, 8) and (0, -8).

To find the points (x, y) at which the polar curve r = 8cos(θ) has a vertical and horizontal tangent line, we need to determine the values of θ for which the derivative of r with respect to θ is zero.

The derivative of r with respect to θ can be calculated using the chain rule:

dr/dθ = d/dθ (8cos(θ))
= -8sin(θ)

To find the values of θ for which dr/dθ = 0, we set -8sin(θ) equal to zero and solve for θ:

-8sin(θ) = 0

This equation is satisfied when sin(θ) = 0. Since sin(θ) = 0 at θ = 0, π, and 2π, we have three values of θ where the derivative is zero.

Now, let's find the corresponding values of r for each of these θ values.

For θ = 0:
r = 8cos(0) = 8

For θ = π:
r = 8cos(π) = -8

For θ = 2π:
r = 8cos(2π) = 8

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the cross country bike trail follows a straight line where it crosses 350th and 360th streets, which are parallel to each other. what is the measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street?

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Tthe measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street is 90 degrees.

If the cross country bike trail follows a straight line and intersects both 350th and 360th streets, then the angle formed at the intersection of the bike trail and 360th street is a right angle, measuring 90 degrees.

Since the sum of the angles in a straight line is 180 degrees, the supplementary angle to the smaller angle formed at the intersection would be:

Supplementary angle = 180 degrees - 90 degrees = 90 degrees

Therefore, the measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street is 90 degrees.

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Find the first four nonzero terms of the Maclaurin series for the given function.f(x)= ln (1+7x)

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Answer:

Alright. The first few non-zero terms of the Maclaurin series for f(x) = ln(1 + 7x) are:

f(x) = 7x - 24.5x^2 + 85.75x^3 - 300.125x^4 + ...

So the first four non-zero terms would be:

f(x) = 7x - 24.5x^2 + 85.75x^3 - 300.125x^4

Step-by-step explanation:

Sure, I can help you with that.

The Maclaurin series for ln(1+x) is:

ln(1+x) = x - (x^2)/2 + (x^3)/3 - (x^4)/4 + ...

Therefore, we just need to replace x with 7x and write the first four nonzero terms:

ln(1+7x) = 7x - (49x^2)/2 + (343x^3)/3 - (2401x^4)/4 + ...

So the first four nonzero terms of the Maclaurin series for ln(1+7x) are:

7x - (49x^2)/2 + (343x^3)/3 - (2401x^4)/4

The length of the hypotenuse of a 30°-60°-90° triangle is 11. What is the perimeter?
A. 11/2+33/2 square root 3
B. 33/2+11/2 sqaure root 3
C. 11 + 33square root 3
D. 33 + 11square root 3

Answers

Answer:  B    P= [tex]\frac{33}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

Step-by-step explanation:

Given:

h=11

30-60-90 triangle

Find:

Perimeter - all the sides added up

Rules:

In a 30-60-90 triangle, the ratio for a the sides are as follows:

Short leg, across from 30 = x

long leg across from 60 = x√3

hypotenuse, acrosss from 90 = 2x

If h=11, from the rules above

h=2x                  >substitute h=11

11 = 2x               >divide both sides by 2

x =  11/2

short leg = x           >from rules

short leg = x/2

long leg = x√3          >from rules

long leg =  [tex]\frac{11}{2}\sqrt{3}[/tex]

Perimeter = h  +short leg +  long leg

Perimeter = 11 + [tex]\frac{11}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

Perimeter = [tex]\frac{33}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

B

Answer:

[tex]\textsf{B.} \quad \dfrac{33}{2}+\dfrac{11}{2}\sqrt{3}[/tex]

Step-by-step explanation:

A 30-60-90 triangle is a special right triangle where the measures of its angles are 30°, 60°, and 90°.

In a 30-60-90 triangle, the lengths of its sides are in the ratio 1 : √3 : 2.

Therefore, the formula for the ratio of the sides is x : x√3 : 2x where:

x is the shortest side opposite the 30° angle.x√3 is the side opposite the 60° angle.2x is the longest side (hypotenuse) opposite the right angle.

If the hypotenuse of the triangle is 11 units, then 2x = 11.

Solving for x:

[tex]\implies \dfrac{2x}{2} = \dfrac{11}{2}[/tex]

[tex]\implies x=\dfrac{11}{2}[/tex]

As the side opposite the 30° angle is equal to x, then the length of this side is 11/2 units.

This means that the side opposite the 60° angle is:

[tex]\implies x\sqrt{3}=\dfrac{11}{2}\sqrt{3}[/tex]

The perimeter of a two-dimensional shape is the sum of the lengths of all the sides of the shape. Therefore, the perimeter of the 30-60-90 triangle is:

[tex]\begin{aligned}\textsf{Perimeter}&=11+\dfrac{11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{22}{2}+\dfrac{11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{22+11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{33}{2}+\dfrac{11}{2}\sqrt{3}\end{aligned}[/tex]

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this is for a friend I'll give you points

Answers

The solution is: the value of b = 14cm, which makes the area of trapezoid 138 cm^2.

Here,

The terms "trapezoid" and "quadrilateral" both refer to quadrilaterals that have at least one set of parallel sides.  Euclidean geometry dictates that a trapezoid must be a convex quadrilateral. The base of the trapezoid is referred to by its parallel sides.

Greek words trapeza, which means "table," and -oeides, which means "shaped," combine to form the term trapezoid. A trapezoid has a table-like form. A parallel pair of its sides are sometimes referred to as the figure's bases.

we know that,

Area = ½ × h × (b₁+b₂)

here, we have,

from the given diagram, we get,

h = 12, and, b₁ = 9

so, we have,

138 = ½ × 12 × (9+b₂)

so, solving we get,

b₂ = 23 - 9

    = 14

Hence, The solution is: the value of b = 14cm, which makes the area of trapezoid 138 cm^2.

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what is the proportional system photographers often use to divide their image in a 3 × 3 grid?

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Photographers often use the proportional system known as the Rule of Thirds to divide their image into a 3 × 3 grid. This grid helps to create balanced and visually appealing compositions by placing key elements along the grid lines or at their intersections.

The Rule of Thirds is a compositional guideline that divides an image into nine equal parts by overlaying a 3 × 3 grid. The grid consists of two equally spaced horizontal lines and two equally spaced vertical lines, resulting in nine equally sized rectangles. The intersections of the grid lines form four points of interest.

By placing important elements along the grid lines or at their intersections, photographers can create a sense of balance, harmony, and visual interest in their compositions. The Rule of Thirds encourages photographers to avoid placing the subject directly in the center of the frame, as this can result in a static and less dynamic composition. Instead, the rule suggests positioning key elements along the grid lines or at the intersections, which often leads to more visually pleasing and engaging photographs.

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Test the series for convergence or divergence.

5/6 - 5/8 + 5/10 - 5/12 + 5/14 - . . .

Answers

We can observe that the series is an alternating series, where the terms alternate in sign. Therefore, we can use the Alternating Series Test to determine convergence or divergence. The Alternating Series Test states that if a series alternates in sign, and the absolute value of each term in the series decreases and approaches zero, then the series converges.

In this case, the absolute value of each term is 5/6, 5/8, 5/10, etc. We can see that the denominators are increasing by 2 each time, so the absolute value of each term is decreasing and approaching zero. Therefore, we can apply the Alternating Series Test.

The Alternating Series Test also states that we must check if the limit of the absolute value of the terms is zero. We have:

lim (n→∞) 5/(2n) = 0

Since the limit of the absolute value of the terms is zero, and the series alternates in sign and the absolute value of each term decreases, the series converges.

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olve the boundary value problem Find the solution to the boundary value problem dạy + 4y = -4t+4 dt2 y(0) = 0; dy dt 2 = = 0; If you find a unique solution then enter that solution. If there is no solution or there is not a unique solution then enter -999 g(t) = symbolic expression

Answers

the unique solution to the boundary value problem is:

y(t) = -cos(2t) + sin(2t) - t + 1

To solve the given boundary value problem, we will solve the associated homogeneous equation and then find a particular solution using the method of undetermined coefficients.

The homogeneous equation is:

d²2y/dt²2 + 4y = 0

The characteristic equation is:

r²2 + 4 = 0

Solving the characteristic equation, we find two complex roots:

r = ±2i

The general solution to the homogeneous equation is:

y_h(t) = c1cos(2t) + c2sin(2t)

Next, we will find a particular solution by assuming a solution of the form:

y_p(t) = At + B

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

dy_p/dt = A

d²2y_p/dt²2 = 0

Substituting these derivatives into the original differential equation, we get:

0 + 4(At + B) = -4t + 4

Simplifying, we have:

4At + 4B = -4t + 4

Comparing coefficients, we get:

4A = -4 => A = -1

4B = 4 => B = 1

Therefore, the particular solution is:

y_p(t) = -t + 1

The general solution to the boundary value problem is the sum of the homogeneous and particular solutions:

y(t) = y_h(t) + y_p(t)

= c1cos(2t) + c2sin(2t) - t + 1

Now, we can apply the initial conditions to determine the values of c1 and c2.

Given: y(0) = 0

Substituting t = 0 into the general solution:

0 = c1cos(0) + c2sin(0) - 0 + 1

0 = c1 + 1

Given: dy/dt(0) = 0

Taking the derivative of the general solution and substituting t = 0:

0 = -2c1sin(0) + 2c2cos(0) - 1 + 0

0 = -2c1 + 2c2 - 1

From the first equation, we have c1 = -1.

Substituting this into the second equation, we get:

0 = -2(-1) + 2c2 - 1

0 = 2 + 2c2 - 1

1 = 2c2 - 1

2c2 = 2

c2 = 1

Therefore, the unique solution to the boundary value problem is:

y(t) = -cos(2t) + sin(2t) - t + 1

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TRUE/FALSE. using a two-tailed test with α = .05, a sample correlation of r = 0.355 for a sample of n = 30 individuals is large enough to conclude that there is a real correlation in the general population.

Answers

False. To determine if a sample correlation is large enough to conclude that there is a real correlation in the general population, we need to perform a hypothesis test. In this case, we would use a two-tailed test with an alpha level of 0.05.

The null hypothesis (H0) for this test would be that there is no correlation in the general population (ρ = 0). The alternative hypothesis (Ha) would be that there is a correlation in the general population (ρ ≠ 0).

To conduct the test, we would calculate the test statistic, which is the sample correlation r transformed into a t-value using the formula:

t = (r√(n-2))/√(1-r²)

In this case, with a sample correlation of r = 0.355 and a sample size of n = 30, we would calculate the t-value and compare it to the critical value from the t-distribution with (n-2) degrees of freedom.

If the calculated t-value falls outside the critical region, we would reject the null hypothesis and conclude that there is a real correlation in the general population. Otherwise, if the calculated t-value falls within the critical region, we would fail to reject the null hypothesis and conclude that there is not enough evidence to support a real correlation in the general population.

Since we don't have the critical value or the calculated t-value, we cannot make a definitive conclusion. However, we can say that the statement provided does not provide enough information to determine if there is a real correlation in the general population based on the given sample correlation and sample size.

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find a parametric representation for the surface. the part of the plane z = x + 2 that lies inside the cylinder x2 + y2 = 9 (enter your answer as a comma-separated list of equations. let x, y, and z be in terms of u and/or v.)

Answers

This representation describes the part of the plane z = x + 2 that lies inside the cylinder x^2 + y^2 = 9.

To find a parametric representation for the surface, we can express x, y, and z in terms of a parameter, let's say u.

Given:

Plane equation: z = x + 2

Cylinder equation: x^2 + y^2 = 9

Let's express x and y in terms of the parameter u:

x = 3cos(u)

y = 3sin(u)

Substituting these expressions into the plane equation, we have:

z = 3cos(u) + 2

Therefore, a parametric representation for the surface is:

x = 3cos(u)

y = 3sin(u)

z = 3cos(u) + 2

This representation describes the part of the plane z = x + 2 that lies inside the cylinder x^2 + y^2 = 9.

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what is the maximum number of possible non zero values in an adjacency matrix of a simple graph with n vertices?

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the maximum number of possible non-zero values in an adjacency matrix of a simple graph with n vertices is (n-1) × n / 2.

In an adjacency matrix of a simple graph with n vertices, the maximum number of possible non-zero values can be found by considering that each vertex can be connected to every other vertex except itself (as self-loops are not allowed in a simple graph).

For each vertex, there are (n-1) possible connections to other vertices. However, since the adjacency matrix is symmetric for an undirected graph (as each edge is represented twice), we only need to consider the upper or lower triangular portion of the matrix.

The number of non-zero values in the upper triangular portion (or lower triangular portion) of the adjacency matrix can be calculated using the formula

Number of non-zero values = (n-1) + (n-2) + (n-3) + ... + 1 = (n-1) × n / 2

Therefore, the maximum number of possible non-zero values in an adjacency matrix of a simple graph with n vertices is (n-1) × n / 2.

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Find the number of incongruent roots modulo 13 of each of thefollowing polynomials:x2 + 3x + 2andx4+x2+x+1

Answers

The first polynomial has 2 incongruent roots modulo 13, and the second polynomial has 0 incongruent roots modulo 13.

To find the number of incongruent roots modulo 13 for the given polynomials, we will examine them separately.

For the polynomial [tex]x^2 + 3x + 2[/tex], we can test each possible value of x (0 to 12) to check for roots modulo 13. After testing, we find that x=4 and x=9 are roots, as they satisfy the equation[tex](4^2 + 3*4 + 2)[/tex] ≡ 0 (mod 13) and [tex](9^2 + 3*9 + 2)[/tex] ≡ 0 (mod 13).

Therefore, there are 2 incongruent roots modulo 13 for this polynomial.

For the polynomial [tex]x^4 + x^2 + x + 1[/tex], we again test each possible value of x (0 to 12) modulo 13. In this case, we find no values of x satisfying the equation[tex]x^4 + x^2 + x + 1[/tex] ≡ 0 (mod 13). Thus, there are 0 incongruent roots modulo 13 for this polynomial.

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Let A = and b = .The QR Factorization of the matrix A is given by: (a) Applying the QR factorization to solving the least squares problem Ax = b gives the system: (b) Use back substitution to solve the system in part (a) and rind the least squares solution

Answers

The least matrix squares solution to Ax = b is x = [1/3, 0, 0].


To begin, we need to find the QR factorization of matrix A. We can use the Gram-Schmidt process to do this:

v1 = [1, 2, 2, 1]
q1 = v1 / ||v1|| = [0.33, 0.67, 0.67, 0.33]
v2 = [1, 0, -1, -2] - projv(q1, [1, 0, -1, -2])
   = [1, 0, -1, -2] - (q1 * [1, 0, -1, -2]) * q1
   = [1, 0, -1, -2] - 0.33 * [0.33, 0.67, 0.67, 0.33]
   = [0.67, -0.44, -1.44, -2.22]
q2 = v2 / ||v2|| = [0.44, -0.29, -0.95, -0.58]
v3 = [1, -2, 2, -1] - projv(q1, [1, -2, 2, -1]) - projv(q2, [1, -2, 2, -1])
   = [1, -2, 2, -1] - (q1 * [1, -2, 2, -1]) * q1 - (q2 * [1, -2, 2, -1]) * q2
   = [1, -2, 2, -1] - 0.33 * [0.33, 0.67, 0.67, 0.33] - 0.29 * [0.44, -0.29, -0.95, -0.58]
   = [0.19, -1.86, 0.05, 0.38]
q3 = v3 / ||v3|| = [0.1, -0.97, 0.03, 0.2]

Therefore, the QR factorization of matrix A is:

Q = [q1, q2, q3] = [
[0.33, 0.67, 0.67, 0.33],
[0.44, -0.29, -0.95, -0.58],
[0.1, -0.97, 0.03, 0.2]
]

R = [
[3, 0, 3, 0],
[0, 3, -1, -4],
[0, 0, 2, 1]
]

Next, we can use the QR factorization to solve the least squares problem Ax = b. We know that:

Q^T * A = R

Therefore:

A = Q * R

And we can solve for x by:

R * x = Q^T * b

Plugging in the values we have:

Q^T * b = [
0.33, 0.44, 0.1,
0.67, -0.29, -0.97,
0.67, -0.95, 0.03,
0.33, -0.58, 0.2
] * [
-1,
1,
1
] = [
1,
0,
0
]

R * x = [
3, 0, 3,
0, 3, -1,
0, 0, 2
] * [
x1,
x2,
x3
] = [
1,
0,
0
]

This gives us the system:

3x1 + 3x3 = 1
3x2 - x3 = 0
2x3 = 0

Solving for x3, we get x3 = 0. Substituting this into the second equation, we get x2 = 0. Substituting both of these into the first equation, we get x1 = 1/3.

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tambria's property has the shape of a trapezoid with the dimensions shown. if the perimeter of the property is 3,279 feet, what is the value of x?

Answers

The value of x is 726 ft.

We have,

Perimeter of the property= 3279 feet

Now, the shape of the property is Trapezium.

and, the dimension of trapezoidal property is

x + 74, x +27, x+ 274 and x

So, the perimeter of trapezoid

3279 = sum of length of side

3279 = x + x + 74 + x + 27 +  x +274

3279 = 4x  + 375

4x = 2904

x = 726 ft

Thus, the value of x is 726 ft.

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(21.20) two new devices for testing blood sugar levels have been developed. how do these devices compare? you test blood sugar levels of 20 diabetics with both devices and use

Answers

This comparison will help determine which device performs better and is more suitable for accurately measuring blood sugar levels in diabetics.

To compare the two devices, blood sugar levels of 20 diabetics were measured using both devices. The collected data provides a basis for evaluating the performance and accuracy of each device. Statistical analysis can be conducted on the data to determine how the devices compare.

Various statistical measures can be used to compare the devices, such as mean blood sugar levels, standard deviation, and correlation between the measurements obtained from the two devices. The mean blood sugar levels can indicate the overall accuracy of each device, with a lower mean indicating better accuracy. The standard deviation can reflect the variability of measurements, where a smaller standard deviation suggests more consistent results.

Additionally, the correlation between the measurements obtained from the two devices can provide insights into their agreement. A high correlation coefficient indicates strong agreement between the devices, implying that they provide similar blood sugar level measurements. On the other hand, a low correlation suggests discrepancies between the devices.

By analyzing these statistical measures and considering factors such as cost, ease of use, and any specific requirements for diabetic patients, a comprehensive comparison between the two devices can be made.

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what is indicated by a positive value for a correlation? (1) increases in x tend to be accompanied by increases in y increases in x tend to be accompanied by decreases in y a much stronger relationship than if the correlation were negative a much weaker relationship than if the correlation were negative

Answers

A positive value for a correlation indicates that increases in x tend to be accompanied by increases in y.

A positive correlation signifies that as the values of one variable (x) increase, the values of the other variable (y) also tend to increase. This implies a direct relationship between the two variables. When the correlation is positive, it suggests that there is a tendency for the variables to move in the same direction.

It is important to note that the strength of the relationship cannot be determined solely based on whether the correlation is positive or negative. The magnitude or strength of the relationship is indicated by the absolute value of the correlation coefficient, where values closer to 1 (whether positive or negative) indicate a stronger relationship, and values closer to 0 indicate a weaker relationship.

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Can someone help please?
The area of A of the shaded region is given.

Answers

Radius of the given circle ⇒ 30.70 cm,

Given that,

Area of sector of circle = 1259 cm²

Angle of sector subtended with center = 153 degree

Since we know that,

A sector of a circle is a pie-shaped section of a circle formed by the arc and its two radii. A sector is produced when a section of the circle's circumference (also known as an arc) and two radii meet at both extremities of the arc.

Then,

Area of sector of circle = (Θ/360)x πr²

Where,

Θ is the angle subtended with center

r is radius of circle

Now put the values we get

Area of the shaded region = (153/360)x3.14xr²

⇒ 1259 =  (153/360)x3.14xr²

⇒      r² = 943

Take square root both sides we get,

⇒      r = 30.70

Thus,

radius = 30.70 cm

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a right circular cylinder with radius 2cm is inscribed in a cube whose edges are 5cm long find total surface area?

Answers

The total surface area of the figure which consists of a cylinder inscribed into a cube would be = 150cm³

How to calculate the surface area of the cube inscribed with a cylinder?

To calculate the surface area of the cube inscribed with a cylinder, the surface area of both a cube and cylinder is first calculated using their various formulas.

The surface area of cylinder = 2πrh+ 2πr²

Where;

h =5cm

r = 2 cm

surface area = 2×3.14×2×5 +2×3.14×4

= 62.8+25.12

= 87.92

Surface area of cube = 6a²

where;

a = length of edges = 5cm

surface area = 6(5)²

= 6×25= 150

Surface area of figure = (SA of cube- SA of cylinder)+ SA of cylinder

= (150-87.92)+87.92

= 62.08+87.92

= 150cm³

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can someone answer this math question. I have the answer but I just want to check if it is correct. please

Answers

Probability means how likely something is going to happen.

P(black)= [tex]\frac{1}{15}[/tex]

P(10) = [tex]\frac{10}{15} = \frac{2}{3}[/tex]

P(an odd number) = [tex]\frac{8}{15}[/tex]

P(an even number) = [tex]\frac{7}{15}[/tex]

P(solid red, yellow, green) = [tex]\frac{4}{15}[/tex]

P(a number less than 20) = 1

Probability relates to potential. The occurrence of a random event is the subject of this branch of mathematics. The range of values ​​is from 0 to 1. Mathematics incorporated probabilities to predict the probabilities of different events.

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Which of these contexts describes a situation that is likely?

Rolling a number greater than 6 on a standard six-sided die, numbered from 1 to 6.
Spinning a spinner divided into four equal-sized sections colored red/green/yellow/blue and landing on red.
Winning a raffle that sold a total of 100 tickets if you bought 99 tickets.
Reaching into a bag full of 17 strawberry chews and 3 cherry chews without looking and pulling out a cherry chew.

Answers

Answer:

most likely: Winning a raffle that sold a total of 100 tickets if you bought 99 tickets:

99% chance of winning

also likely: Reaching into a bag full of 17 strawberry chews and 3 cherry chews without looking and pulling out a cherry chew.

85% of them are strawberry

you don't even need to know the %, most of them are strawberry by a lot

Step-by-step explanation:

Rolling a number greater than 6 on a standard six-sided die, numbered from 1 to 6:

impossible, there are no numbers greater than 6

Spinning a spinner divided into four equal-sized sections colored red/green/yellow/blue and landing on red:

only a 25% chance

Don’t remember how to do it can someone help me! i need to pass!

Answers

To match each equation on the left to the mathematical property it uses, we have:

1. (1+4)+3 = 1+(4+3) - c) associative property of addition

2. (2.x).5 =  2.(x.5) - d) associative property of multiplication

3. 3(x + 2) = 3x+6 - e) distributive property

4. (8.x.2) = (x.8.2) - b) commutative property of multiplication

5. (6+5) +3  = 3 + (6+5) - a) commutative property of addition

What is mathematical property?

A mathematical property is made up of the qualities and regulations that relate to mathematical operations or processes.

It aids in explaining how numbers and mathematical expressions operate and how they relate to one another.

Commutativity, associativity, and distributivity are examples of the qualities that provide the basic principles for handling numbers and solving equations.

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If x = 0 and y> 0, where is the point (x, y) located?
on the x-axis
Or
on the y-axis

Answers

The point (0, y) is located on the y-axis. Since x is 0, the point lies on the y-axis, which is the vertical axis. The value of y can be any positive number, so the point can be located anywhere along the y-axis above the origin (0,0).

The count in a bacteria culture was 200 after 15 minutes and 1500 after 40 minutes. Assuming the count grows exponentially, What was the initial size of the culture? Preview Find the doubling period. O Preview Find the population after 105 minutes. Preview When will the population reach 12000.

Answers

The population after 105 minutes is 282651.0114.

What is exponential growth?

Exponential growth is the process by which quantity rises over time. It occurs when a quantity's instantaneous rate of change with regard to time is proportionate to the quantity itself.

Here, we have

Given: The count in a bacteria culture was 200 after 15 minutes and 1500 after 40 minutes. Assuming the count grows exponentially.

Exponential growth is modeled by the equation: P(t) = P₀[tex]e^{kt}[/tex]....(1)

where P(t) is the population at time t, P₀ is the initial population and k is the growth rate.

Given

200 after 15 minutes

Now, we put the values in equation (1) and we get

200 = P₀[tex]e^{15k}[/tex]...(2)

Also, 1500 after 40 minutes

1500 = P₀[tex]e^{40k}[/tex]...(3)

Now, we divide equation(3)by (2) and we get

1500/200 = [tex]e^{40k}[/tex]/[tex]e^{15k}[/tex]

15/2 = [tex]e^{25k}[/tex]

Now, we take a log and we get

ln(15/2) = 25k

k = ln(15/2)/25

k = 0.0805

Now, we put the value of k in equation(2) and we get

200 = P₀[tex]e^{15(0.0805)}[/tex]

Initial size of the culture P₀ = 59.702

Now, we find the doubling period:

f(t) = 2P₀

We know that f(t) = P₀[tex]e^{kt}[/tex].

2P₀ = P₀[tex]e^{kt}[/tex]

[tex]e^{kt}[/tex] = 2

Now, we take a log and we get

ln(2) = kt

t = ln(2)/k

t = ln(2)/0.0805

t = 8.600

The time taken to doubling period is 8.600 minutes.

Population after 105 minutes:

f(t) = P₀[tex]e^{kt}[/tex]

f(t) = 59.702[tex]e^{0.0805*105}[/tex]

f(t) = 282651.0114

Hence, the population after 105 minutes is 282651.0114.

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profit per unit is maximized when the firm produces the output where multiple choice the atc is minimized. mc equals mr. the mc is minimized. demand equals mc.

Answers

Profit per unit is maximized when the firm produces the output where the average total cost (ATC) is minimized. This is because profit per unit is calculated by subtracting the average total cost from the price (P) of the product.

By minimizing the ATC, the firm is able to minimize its costs and increase its profit per unit.

The condition "MC equals MR" is a necessary condition for profit maximization, but it does not guarantee that profit per unit will be maximized.

MC stands for marginal cost, which represents the additional cost incurred by producing one more unit of output. MR stands for marginal revenue, which represents the additional revenue earned from selling one more unit of output.

For profit maximization, it is important that marginal revenue is greater than or equal to marginal cost (MR ≥ MC). This condition ensures that producing an additional unit of output will contribute positively to overall profit.

However, it is the combination of minimizing ATC and satisfying the condition MR ≥ MC that leads to profit per unit being maximized.

When demand equals MC, it implies that the firm is operating at the optimal level of output where marginal cost equals the price, ensuring that the additional cost of producing one more unit is fully covered by the additional revenue generated from selling that unit.

In conclusion, while MC equals MR is a necessary condition for profit maximization, profit per unit is actually maximized when the firm produces the output level where the ATC is minimized and satisfies the condition MR ≥ MC.

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write the polar equation r=2cosθr=2cosθ in cartesian form as x^2 + y^2 =.

Answers

The polar equation r = 2cosθ can be expressed in Cartesian form as x² + y² = 4cos²θ.

In polar coordinates, r represents the distance from the origin (0,0) to a point P, and θ represents the angle between the positive x-axis and the line segment OP, where O is the origin.

To convert this polar equation to Cartesian form, we use the following relationships:

x = rcosθ

y = rsinθ

Substituting these expressions into the equation r = 2cosθ, we get:

x² + y² = (rcosθ)² + (rsinθ)²

= r²cos²θ + r²sin²θ

= r²(cos²θ + sin²θ)

Since cos²θ + sin²θ equals 1, the equation simplifies to:

x² + y² = r²

Now, we substitute r² with its value from the given polar equation, which is 2cosθ:

x² + y² = (2cosθ)²

= 4cos²θ

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Find the area of the surface. The surface with parametric equationsx = u2, y = uv, z=(1/2)v2, 0 ≤ u ≤ 2, 0 ≤ v ≤ 4If the surface S has the vector function r(u, v) with the parameter domain D, then the surface area can be found byA(S) =\int \int_{D}^{ }|ru × rv| dA.The given surface has the vector functionr(u, v) =< , , , >

Answers

The surface area A(S) is 64√2 - 128/3

What is a parametric equation?

A parametric equation is a mathematical representation of a curve or surface in terms of one or more parameters. Instead of defining the curve or surface directly in terms of x and y (or x, y, and z for three-dimensional surfaces), parametric equations express the coordinates as functions of one or more parameters.

What is surface area?

Surface area is a measure of the total area that covers the outer part of a three-dimensional object or surface. It represents the sum of all the areas of the individual faces or surfaces that make up the object.

To find the area of the surface given by the parametric equations, we first need to calculate the cross product of the partial derivatives of the vector function r(u, v). Then we will integrate the magnitude of the cross product over the parameter domain D.

Let's calculate the partial derivatives of r(u, v) with respect to u and v:

∂r/∂u = <2u, v, 0>

∂r/∂v = <0, u, v>

Now, let's calculate the cross product of these partial derivatives:

ru × rv = <2u, v, 0> × <0, u, v>

= <v(v), 0, -2u(u)>

The magnitude of ru × rv is |ru × rv| = √(v² + 4u²).

To find the surface area, we need to integrate |ru × rv| over the parameter domain D, which is given as 0 ≤ u ≤ 2 and 0 ≤ v ≤ 4.

A(S) = ∫∫D |ru × rv| dA

= ∫[0,4]∫[0,2] √(v² + 4u²) dudv

Integrating this expression will give us the surface area A(S).

A(S) = ∫[0,4]∫[0,2] √(v² + 4u²) dudv

We can start by integrating with respect to u:

∫[0,2] √(v² + 4u²) du

To integrate this expression, we can make a substitution by letting w = v² + 4u². Then dw/du = 8u, which implies du = (1/8u)dw.

When u = 0, w = v² + 4(0)² = v², and when u = 2, w = v² + 4(2)² = v² + 16.

The integral becomes:

∫[v², v²+16] √w (1/8u) dw

Since u = (w - v²) / (4u), we can rewrite the integral as:

(1/8) ∫[v², v²+16] √w / u dw

Now we can integrate with respect to w:

(1/8) ∫[v², v²+16] √w / ((w - v²) / (4u)) dw

(1/8) ∫[v², v²+16] (4u/ (w - v²)) √w dw

Let's simplify further:

(1/2) ∫[v², v²+16] (u/ (w - v²)) √w dw

We can now evaluate this integral with respect to w. The limits of integration are v² and v² + 16.

(1/2) ∫[v², v²+16] (u/ (w - v²)) √w dw

(1/2) u ∫[v², v²+16] (1/ √w) dw

Integrating (1/ √w) with respect to w gives 2√w.

(1/2) u [2√w] evaluated from v² to v²+16

(1/2) u [2√(v²+16) - 2√v²]

Now, let's evaluate the outer integral with respect to v:

∫[0,4] (1/2) u [2√(v²+16) - 2√v²] dv

To evaluate this integral, we substitute u = 2u:

∫[0,4] (1/2) 2u [2√(v²+16) - 2√v²] dv

∫[0,4] u [2√(v²+16) - 2√v²] dv

Now we can integrate with respect to v:

u ∫[0,4] [2√(v²+16) - 2√v²] dv

To evaluate this integral, we can apply the power rule for integration and simplify:

u [v√(v²+16) - (4/3)v[tex]^{3/2}[/tex]] evaluated from 0 to 4

Now we substitute the limits of integration:

u [(4√(4²+16) - (4/3)4[tex]^{3/2}[/tex]]

Simplifying further:

u [(4√(16+16) - (4/3)4[tex]^{3/2}[/tex]]

u [(4√32 - (4/3)4[tex]^{3/2}[/tex]]

We can simplify the expression inside the square root:

4√32 = 4√(16 * 2) = 4√16 * √2 = 4 * 4√2 = 16√2

The expression becomes:

u [(16√2 - (4/3)4[tex]^{3/2}[/tex]]

Simplifying the second term:

(4/3)4[tex]^{3/2}[/tex] = (4/3) * 4 * √4 = (4/3) * 4 * 2 = 32/3

The expression becomes:

u [(16√2 - 32/3)]

Now, let's substitute the limits of integration:

u [(16√2 - 32/3)] evaluated from 0 to 4

Plugging in the upper limit:

4 [(16√2 - 32/3)] = 4 * (16√2 - 32/3) = 64√2 - 128/3

Finally, let's subtract the value at the lower limit:

0 [(16√2 - 32/3)] = 0

Therefore, the surface area A(S) is:

A(S) = 64√2 - 128/3

Note: The units of area will depend on the units of the original parametric equations (x, y, z).

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.The American Court Reporting Institute finds that the average student taking Advanced Machine Shorthand, an intensive 20-wk course, progresses according to the function

Q(t) = 130(1 − e−0.06t) + 60 (0 ≤ t ≤ 20)

(a) What is the beginning shorthand speed for the average student in this course?
_______________ words per minute

(b) What shorthand speed does the average student attain halfway through the course? (Round your answer to the nearest whole number.)
_______________ words per minute

(c) How many words per minute can the average student take after completing this course? (Round your answer to the nearest whole number.)
________________ words per minute

Answers

(a) The beginning shorthand speed for the average student in this course is 130 words per minute.

Determine the shorthand speed for the average student?

The given function is [tex]Q(t) = 130(1 − e^(-0.06t)) + 60[/tex], where t represents the time in weeks.

To find the beginning shorthand speed, we need to determine the value of Q(0), which represents the speed at the start of the course.

Substituting t = 0 into the function, we have [tex]Q(0) = 130(1 − e^(-0.06(0))) + 60.[/tex]Simplifying further, we get [tex]Q(0) = 130(1 - e^0) + 60 = 130(1 - 1) + 60 = 0 + 60 = 60.[/tex]

Therefore, the beginning shorthand speed for the average student is 60 words per minute.

(b) Halfway through the course, the average student attains a shorthand speed of approximately 103 words per minute.

To find the shorthand speed halfway through the course, we need to determine the value of Q(10), as the course lasts for 20 weeks.

Substituting t = 10 into the function, we have[tex]Q(10) = 130(1 − e^(-0.06(10))) + 60.[/tex]

Evaluating this expression, we find[tex]Q(10) ≈ 130(1 - e^(-0.6)) + 60 ≈ 130(1 - 0.5488) + 60 ≈ 130(0.4512) + 60 ≈ 58.656 + 60 ≈ 118.656.[/tex]

Rounding this value to the nearest whole number, we obtain approximately 103 words per minute.

(c) After completing the course, the average student can take approximately 189 words per minute.

To determine the shorthand speed after completing the course, we need to find the value of Q(20).

Substituting t = 20 into the function, we have[tex]Q(20) = 130(1 − e^(-0.06(20))) + 60.[/tex]

Evaluating this expression, we find [tex]Q(20) ≈ 130(1 - e^(-1.2)) + 60 ≈ 130(1 - 0.3012) + 60 ≈ 130(0.6988) + 60 ≈ 90.844 + 60 ≈ 150.844.[/tex]Rounding this value to the nearest whole number, we obtain approximately 189 words per minute.

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Need help with this quick qith a step by step explantion.please and thank you

Answers

Answer:

135°

Step-by-step explanation:

the number of degrees in a circle is 360°

there are 8 divisions on the dial so each division is

360° ÷ 8 = 45°

there are 3 divisions between  Off and Medium - low , then

number of degrees rotated = 3 × 45° = 135°

Other Questions
The glycolysis pathway is shown below. In each dropdown menu, select the enzymes used in each of the 10 labeled steps of the pathway. Be sure to scroll down completely until pyruvate is formed.(There is a break in the picture between 3 and 2 but the arrows should continue the same) how do we workout ( explanation) 3/4 x 3/8= 3/5 - 1/4 = Which of the following was NOT a major transition in the US economy between 1800 and 1900?a. The population went from a majority living a rural life to a majority living an urban lifeb. Immigration became increasingly important as a source of population growthc. The industrial revolution transformed the economy, with manufacturing replacing agriculture as the most important economic activityd. The federal government played an increasingly small role in the economy simkins renovations inc. is considering a project that has the following cash flow data. what is the project's irr? note that a project's projected irr can be less than the wacc (and even negative), in which case it will be rejected. A. 30.83% B. 24.55% C. 29.94% D. 29.04% E. 32.63% approximately how long ago did stage 4 end and stage 5 begin Which of the following events restores the membrane potential from the peak of the action potential back to the resting level? A) Sodium ions move into the cell. B) Potassium ions move out of the cell. C) Potassium ions move into the cell. D) Chloride ions move into the cell. E) A and C are correct. Given the following account balances at year end, compute the total intangible assets on the balance sheet of Kepler Enterprises.Cash $1,500,000Accounts Receivable $4,000,000Trademarks $1,000,000Goodwill $3,000,000Research & Development Costs 2,000,000A:$6,000,000B: $8,000,000C:$4,000,000D: $10,000,000 What is the volume of a sphere with a radius of 25.9 in, rounded to the nearest tenth of a cubic inch? If An Indian reservation lies within a states boundaries why cant a state simply enforce its laws on the reservation just like it can anywhere else in the state Which of the following correctly states the relationship between anabolic and catabolic pathways? a. The breaking down of organic molecules by anabolic pathways provides the energy to drive catabolic pathways. b. Energy made from catabolic pathways is used to drive the breakdown of organic molecules in anabolic pathways. c. pathways make more complex organic molecules using the energy derived from catabolic pathways. d. Catabolic pathways create usable cellular energy by making more complex organic molecules. an ice cube of mass m and specific heat ci is initially at temperature t1, where t1 < 273 k. if l is the latent heat of fusion of water, and the specific heat of water is cw, how much energy is required to convert the ice cube to water at temperature t2, where 273 k < t2 < 373 k? deists shared the ideas of eighteenth-century european enlightenment thinkers, namely that William wants to obtain information from the Securities and Exchange Commission (SEC) regarding the number of active cases related to insider trading. To request this information, he would need to file which of the following with the SEC:a. a Regulatory Flexibility Act request.b. a Freedom of Information Act request.c. a Sunshine Act request.d. an SEC disclosure request. what do all male concrete fasteners (except for the concrete screw) require the hole to equal? emarketer estimates the number of social network users worldwide to be 1.43 billion in 2012. Which of the following involves paying a fee for usage rather than owning a particular asser? A. Leasing B. Factoring C. Purchasing D. Acquiring According to Einstein's mass-energy relation, a heated object has slightly greater mass than the same object when it was cooler a stretched rubber band has slightly greater mass than the same rubber band when unstretched both of the above none of the above. Holding everything else constant, U.S.-made goods sold overseas become more expensive and imports to the United States become less expensive, if the U.S. dollar (appreciates / depreciates) .Suppose that Yvette owns a U.S. firm that faces a lot of foreign competition. Yvette will benefit from (appreciates / depreciates) of the U.S. dollar. what effect did yunuss loan to sophia khartoum have on her stool-making business? The distance (d) needed to stop a car varies directly as the square of its speed (s). Itrequires 120 m to stop a car at 70 km/hr.What distance is required to stop a car at 80 km/hr? Round to the nearest meter.