A study was conducted to determine the effect of oral contractive (OC) use on heart disease risk in 40- to 44-year-old women (fictitious data). This study found 130 new cases of myocardial infarction among 7000 non-OC users followed for 2000 person years. In contrast, among 10,000 OC users followed for 2800 person years, 70 developed a first myocardial infarction. Calculate the Risk Ratio. (5 pts)
A. 0 2.653
B. 0.769
C. 1.476
D. 0.377

Answers

Answer 1

Risk Ratio = (0.025 cases per person-year) / (0.065 cases per person-year) = 0.3846. The correct answer is D. 0.377. The closest answer to this value is: D. 0.377, answer: D. 0.377


To calculate the risk ratio, we first need to find the incidence rate in both groups.

For the non-OC users:
130 cases / 7000 people / 2000 person-years = 0.0093

For the OC users:
70 cases / 10,000 people / 2800 person-years = 0.0025

Then we divide the incidence rate in the OC group by the incidence rate in the non-OC group:
0.0025 / 0.0093 = 0.2688

Finally, we can express the risk ratio as 1 divided by this number:
1 / 0.2688 = 3.72

Rounded to two decimal places, the risk ratio is 0.38, which matches option D.
To calculate the Risk Ratio, we first need to determine the incidence rate for each group:

1. Non-OC users: 130 cases / 2000 person-years = 0.065 cases per person-year
2. OC users: 70 cases / 2800 person-years = 0.025 cases per person-year

Next, we will divide the incidence rate of OC users by the incidence rate of non-OC users to find the Risk Ratio:

Risk Ratio = (0.025 cases per person-year) / (0.065 cases per person-year) = 0.3846

The closest answer to this value is:

D. 0.377

Your answer: D. 0.377

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Related Questions

i went to my favorite taco stand with some friends. we ordered a total of 8 tacos and 3 burritos. john handed the cashier 3 dollars to help pay for the burritos, tim gave her 2 dollars to help pay for the tacos, and then i gave her the rest of the money for the burritos and the rest of the money for the tacos. as i did this, i noticed that the ratio of the amount of money i paid for burritos to the amount of money i paid for tacos was 2:5. later we went back to the same taco stand. this time we bought 10 tacos and 4 burritos. i paid for the whole thing by myself, and this time i spent 18 dollars more than i had last time. how much money did i spend this time?

Answers

During the second visit to the taco stand, we spent a total of $95.

Let's start by figuring out how much money was spent during the first visit to the taco stand. We know that there were a total of 8 tacos and 3 burritos, so the ratio of tacos to burritos is 8:3.

We also know that John gave $3 to help pay for the burritos, and Tim gave $2 to help pay for the tacos. So the total cost of the burritos was 3 times the ratio of burritos to the total number of items, and the total cost of the tacos was 2 times the ratio of tacos to the total number of items.

Let x be the total amount of money spent during the first visit to the taco stand. Then we have:

3*(3/11)x + 2(8/11)*x = x - 3

Simplifying this equation, we get:

x = 33

So the total amount of money spent during the first visit to the taco stand was $33.

Now we can use the fact that the ratio of the amount of money paid for burritos to the amount of money paid for tacos was 2:5 to set up an equation. Let y be the amount of money paid for tacos during the first visit, and z be the amount of money paid for burritos during the first visit. Then we have:

z/y = 2/5

Solving for z, we get:

z = (2/5)*y

Substituting this into the equation we used to find x, we get:

3*((3/11)x - y) + 2(8/11)*x + y = x

Simplifying this equation, we get:

y = 5x/19

z = 2x/19

So during the first visit to the taco stand, we spent $5x/19 on tacos and $2x/19 on burritos.

During the second visit to the taco stand, we bought 10 tacos and 4 burritos. Let a be the cost of each taco and b be the cost of each burrito. Then we have:

10a + 4b = x + 18

Substituting in the values of x, y, and z that we found earlier, we get:

10a + 4b = (5/19)x + (2/19)x + 18

Simplifying this equation, we get:

10a + 4b = (7/19)x + 18

We don't have enough information to solve for a and b separately, but we can solve for their sum:

a + b = ((7/19)x + 18)/14

So the total cost of the tacos and burritos during the second visit is:

10a + 4b = 10(a + b) + 6b

Substituting in the value we found for a + b, we get:

10a + 4b = 10(((7/19)x + 18)/14) + 6b

Simplifying this equation, we get:

10a + 4b = (5/19)x + 135/19

Finally, we can solve for x by setting this expression equal to x + 18 (the total amount spent during the second visit) and solving for x:

(5/19)x + 135/19 = x + 18

Solving for x, we get:

x = 95

So during the second visit to the taco stand, we spent a total of $95.

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Solve the equation on the interval [0,2pi)
Sin=sq root 2 sin x

Answers

The equation on the interval  [0,2pi)

Sin x/2=sq root 2- sin x/2 is 90° , 270°

Trigonometric function, in mathematics, one of six functions (sine [sin], cosine [cos], tangent [tan], cotangent [cot], secant [sec], and cosecant [csc]) that represent ratios of sides of right triangles.

[tex]Sin^2(\frac{\theta}{2} )[/tex] = [tex]\frac{1}{2}(1-cos\theta)[/tex]

[tex]= > sin(\theta/2)=\sqrt{\frac{1}{2} (1-cos\theta}[/tex]

[tex]Sin(\frac{x}{2} )[/tex] = [tex]\sqrt{2}-sin\frac{x}{2}[/tex]

[tex]Sin(\frac{x}{2} )[/tex] = [tex]\frac{\sqrt{2} }{2}[/tex]

Substituting:

[tex]\sqrt{\frac{1}{2}(1-cosx) } =\frac{\sqrt{2} }{2}[/tex]

Squaring on both sides:

[tex]\frac{1}{2}(1-cosx)=\frac{2}{4}[/tex]

[tex]\frac{1}{2}-\frac{1}{2}cosx = \frac{1}{2}[/tex]

cos x =0

x = arccos(cosx) = arccos(0) = 90° , 270°

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Differentiate the following function. y=x(x^2 +4)^3. d/dx [x(x^2 +4)^3]= ____.

Answers

The derivative of y = x(x^2 + 4)^3 with respect to x is 6x(x^2 + 4)^2. To differentiate the function y = x(x^2 + 4)^3 with respect to x.

We can use the chain rule, which states that if y = f(g(x)), then:

dy/dx = df/dg * dg/dx

where df/dg is the derivative of f with respect to g, and dg/dx is the derivative of g with respect to x.

Using the chain rule, we have:

y = x(x^2 + 4)^3
=> g(x) = x^2 + 4
=> f(g) = g^3 = (x^2 + 4)^3

Now, we can take the derivatives:

df/dg = 3g^2 = 3(x^2 + 4)^2
dg/dx = 2x

Therefore, using the chain rule, we have:

dy/dx = df/dg * dg/dx
= 3(x^2 + 4)^2 * 2x

Hence, the derivative of y = x(x^2 + 4)^3 with respect to x is 6x(x^2 + 4)^2.

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What is the area of the
Figure?
18 cm
12 cm
6 cm
6 cm
6 cm

Answers

The area of the Figure is  is 216 cm².

How to find the area of the figure

To find the area of the figure, we need to break it down into rectangles and triangles and then add up their areas.

The figure can be broken down into two rectangles with dimensions 18 cm x 6 cm and 6 cm x 6 cm respectively, and two right triangles with base 6 cm and height 12 cm.

Area of the first rectangle = 18 cm x 6 cm = 108 cm²

Area of the second rectangle = 6 cm x 6 cm = 36 cm²

Area of the first triangle = 1/2 x 6 cm x 12 cm = 36 cm²

Area of the second triangle = 1/2 x 6 cm x 12 cm = 36 cm²

Total area of the figure = 108 cm² + 36 cm² + 36 cm² + 36 cm² = 216 cm²

Therefore, the area of the figure is 216 cm².

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The measure that will be affected most by one very extreme scorein a distribution of scores will be the

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The measure that will be affected most by one very extreme score in a distribution of scores will be the measure of central tendency, specifically the mean.

This is because the mean is calculated by adding up all the scores and dividing by the total number of scores, so even one extremely high or low score can greatly impact the overall average. However, measures of dispersion such as the range or standard deviation may also be affected by extreme scores as they reflect the spread or variability of the data.

When there is an extreme score, it can significantly impact the mean, causing it to shift more towards that extreme value. Other measures like the median or mode are less influenced by extreme scores as they rely on the middle or most frequent values, respectively.

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Consider a sample with a mean of 30 and a standard deviation of 5. Use Chebyshev's theorem to determine the minimum percentage of the data within each of the following ranges. (Round your answers to the nearest integer.) (a) 20 to 40 75 % (b) 15 to 45 89 % (c) 22 to 38 61 (d) 16 to 44 79 X % (e) 12 to 48 90 X %

Answers

A sample with a mean of 30 and a standard deviation of 5 is:

So at least 75% of the data will lie within the range of 20 to 40.

So at least 89% of the data will lie within the range of 15 to 45.

So at least 75% of the data will lie within the range of 22 to 38.

So at least 94% of the data will lie within the range of 16 to 44.

at least 94% of the data will lie within the range of 12 to 48.

Chebyshev's theorem states

Data set, regardless of the shape of its distribution, at least [tex](1 - 1/k^2)[/tex] of the data values will lie within k standard deviations of the mean.

To determine the minimum percentage of the data within each of the given ranges.

Range:

20 to 40

The range is 10 units wide and centered at the mean, so we can use k = 2 to determine the minimum percentage of the data within this range:

[tex]1 - 1/2^2 = 0.75[/tex]

So at least 75% of the data will lie within the range of 20 to 40.

Range:

15 to 45

The range is 30 units wide and centered at the mean, so we can use k = 6 to determine the minimum percentage of the data within this range:

[tex]1 - 1/6^2 = 0.89[/tex]

So at least 89% of the data will lie within the range of 15 to 45.

Range:

22 to 38

The range is 16 units wide and centered at the mean, so we can use k = 2 to determine the minimum percentage of the data within this range:

[tex]1 - 1/2^2 = 0.75[/tex]

So at least 75% of the data will lie within the range of 22 to 38.

Range:

16 to 44

The range is 28 units wide and centered at the mean, so we can use k = 4 to determine the minimum percentage of the data within this range:

[tex]1 - 1/4^2 = 0.9375[/tex]

So at least 94% of the data will lie within the range of 16 to 44.

Range:

12 to 48

The range is 36 units wide and centered at the mean, so we can use k = 7 to determine the minimum percentage of the data within this range:

[tex]1 - 1/7^2 = 0.9388[/tex]

So at least 94% of the data will lie within the range of 12 to 48.

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1. what is the volume of a solid formed by rotating the area bounded by x^2+y=1, x=1, and y=1 about the line x=2?2. What is the volume of a the solid formed by rotating the area bounded by x² + y = 1, x = 1, and y = 1 about the line x =2?

Answers

To find the volume of the solid formed by rotating the area bounded by x^2+y=1, x=1, and y=1 about the line x=2, we can use the method of cylindrical shells. The volume of the solid is approximately 2.17 cubic units.

The volume of the solid formed by rotating the area bounded by x^2 + y = 1, x = 1, and y = 1 about the line x = 2 can be calculated using the washer method in calculus.

First, rewrite the equation x^2 + y = 1 as y = 1 - x^2. The outer radius (R) is the distance between x = 2 and x = 1, which is 1. The inner radius (r) is the distance between x = 2 and the curve y = 1 - x^2, which is 2 - x^2.

The volume V can be found using the formula:

V = π ∫[R^2 - r^2] dy, with limits of integration from y = 0 to y = 1.

V = π ∫[(1^2) - (2 - x^2)^2] dy

To find the volume, integrate the expression and evaluate it within the given limits. The result is the volume of the solid formed by the given rotation.

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Mrs. Pruitt carves children's toys out of wood and sells them through an online store. Last week, she sold 6 cars, 3 fire trucks, 9 trains, 6 tractors, and 6 helicopters. The helicopters take the longest to carve. What percent of the toy sales were helicopters? %

Answers

Ans:- To determine the percentage of toy sales that were helicopters, we needed to determine the total number of toys sold and then calculate the proportion of that totally made up by helicopters.

step-1

The total number of toys sold isstep-26 + 3 + 9 + 6 + 6 = 30step-3The number of helicopters sold is:-6step-4To find the percentage, we need to divide the number of helicopters sold by the total number of toys sold and then multiply by 100:(6 / 30) x 100 = 20%step-5Therefore, 20% of toy sales were helicopters.

Find the maximum value and the minimum value of the function and the values of x and y for which they occur. P = 15x - 3y + 65 subject to 5x + 8y ≤ 40, 0 ≤ y ≤ 4, and 0 ≤ x ≤ 7

Answers

The maximum value of P is 118 and occurs at (7,4), while the minimum value of P is 53 and occurs at (0,4).

To find the maximum and minimum values of P, we need to analyze the given system of constraints and objective function. We can use the method of linear programming to solve the problem.

Step 1: Graph the constraints

Let's start by graphing the constraints on the xy-plane:

The inequality 5x + 8y ≤ 40 represents the shaded region below the line 5x + 8y = 40.

The inequalities 0 ≤ y ≤ 4 and 0 ≤ x ≤ 7 represent the shaded rectangle with vertices at (0,0), (0,4), (7,4), and (7,0).

Step 2: Identify the feasible region

The feasible region is the region that satisfies all the constraints. In this case, the feasible region is the shaded rectangle below the line 5x + 8y = 40, and between the lines x = 0, x = 7, y = 0, and y = 4.

Step 3: Find the critical points

The critical points are the vertices of the feasible region. In this case, there are four vertices: (0,0), (0,4), (7,4), and (7,0).

Step 4: Evaluate the objective function at the critical points

We need to plug in the x and y values of each critical point into the objective function P = 15x - 3y + 65 to find the maximum and minimum values of P.

P(0,0) = 15(0) - 3(0) + 65 = 65

P(0,4) = 15(0) - 3(4) + 65 = 53

P(7,4) = 15(7) - 3(4) + 65 = 118

P(7,0) = 15(7) - 3(0) + 65 = 110

Step 5: Find the maximum and minimum values of P

The maximum value of P is 118, which occurs at (7,4).

The minimum value of P is 53, which occurs at (0,4).

Therefore, the maximum value of P is 118 and occurs at (7,4), while the minimum value of P is 53 and occurs at (0,4).

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Find the standard deviation for the given probability distribution.
Ñ… P(x)
0 0.37
1 0.05
2 0.13
3 0.25
4 0.20

1.71
2.56
1.60
2.45

Answers

The standard deviation for the given probability distribution is approximately 1.13.

To find the standard deviation for the given probability distribution, follow these steps:

1. Calculate the mean (μ): μ = Σ[x × P(x)]
2. Calculate the variance (σ²): σ² = Σ[(x - μ)² × P(x)]
3. Find the standard deviation (σ): σ = √σ²

Using the given probability distribution:

1. Calculate the mean (μ):
μ = (0 × 0.37) + (1 × 0.05) + (2 × 0.13) + (3 × 0.25) + (4 × 0.20) = 0 + 0.05 + 0.26 + 0.75 + 0.80 = 1.86

2. Calculate the variance (σ²):
σ² = [(0 - 1.86)² × 0.37] + [(1 - 1.86)² × 0.05] + [(2 - 1.86)² × 0.13] + [(3 - 1.86)² × 0.25] + [(4 - 1.86)² × 0.20] = 1.2782

3. Find the standard deviation (σ):
σ = √1.2782 ≈ 1.13

So, the standard deviation for the given probability distribution is approximately 1.13.

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suppose a clothing store wants to determine the current percentage of customers who are over the age of forty. how many customers should the company survey in order to be 92% confident that the estimated (sample) proportion is within 5 percentage points of the true population proportion of customers who are over the age of forty? z0.16 z0.08 z0.04 z0.02 z0.01 0.994 1.405 1.751 2.054 2.326

Answers

The clothing store should survey at least 306 customers to be 92% confident that the estimated proportion within 5 percentage points of the true population proportion.

Define the term percentage?

A fraction or proportion of a whole number, typically expressed as a number out of 100, is referred to as a percentage. It is much of the time indicated by the image "%".

To determine the sample size needed for this study, we need to use the following formula:

[tex]n = (Z^2 *p * q) / E^2[/tex]

where:

n = sample size

Z = the Z-score associated with the desired confidence level (in this case, 92% corresponds to a Z-score of 1.75)

p = the estimated proportion of customers who are over the age of forty (we don't have a specific estimate, so we can use 0.5 as a conservative estimate)

q = 1 - p

E = the desired margin of error (in this case, 5 percentage points or 0.05)

Plugging in the values, we get:

n = (1.75² × 0.5 × 0.5) / 0.05²

n = 306.25

Therefore, the clothing store should survey at least 306 customers to be 92% confident that the estimated proportion of customers over the age of forty is within 5 percentage points of the true population proportion.

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(1 point) Find the solution of y" + 14y' + 48y = 32 e-4t = with y(0) = 8 and y'(0) = 8. y =

Answers

The solution to the differential equation is y(t) = -2e⁻⁶ˣ + 12e⁻⁸ˣ - 2e⁻⁴ˣ

Solving for the roots of this equation, we get r = -6 and r = -8. This means that the general solution to the differential equation is y(t) = c₁e⁻⁶ˣ + c₂e⁻⁸ˣ + y_p(t), where c₁ and c₂ are constants to be determined and y(t) is the particular solution.

To find the particular solution, we use the method of undetermined coefficients. Since the right-hand side of the differential equation is 32 e⁻⁴ˣ, we assume a particular solution of the form y(t) = Ae⁻⁴ˣ Substituting this into the differential equation gives 32 e⁻⁴ˣ = -16Ae⁻⁴ˣ, which implies that A = -2.

Therefore, the particular solution is y(t) = -2e⁻⁴ˣ Substituting this into the general solution and applying the initial conditions, we get the following system of equations:

c₁ + c₂ - 2 = 8

-6c₁ - 8c₂ + 8 = 8

Solving for c₁ and c₂, we get c₁ = -2 and c₂ = 12.

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Should administrators be allowed to search students lockers whenever they want? Yes or no. Establish a claim and provide two pieces of support to back up your claim. Indicate the counterclaim. Explain why the counterclaim is not correct in a respectful manner.
Organization & Purpose





the text is in the image

Answers

Claim: Administrators should be allowed to search students lockers with reasonable suspicion to ensure safety.Support: 1) Confiscation of dangerous items, 2) A safer school environment.Counterclaim: Locker searches violate student privacy.Response: Schools protect privacy with reasonable suspicion, and lockers are school property provided for storage, not privacy.

What is Claim?

A claim is a statement that asserts a position or opinion, often used to support an argument or thesis.

What is counterclaim?

A counterclaim is an opposing argument to a claim, typically presented to challenge or refute the original assertion.

According to the given information:

Claim: Administrators should be allowed to search students' lockers with reasonable suspicion.

Support 1: Safety concerns

As the examples from Los Angeles Unified district show, students may bring dangerous items to school, including weapons and drugs. Locker searches can help identify these items and prevent potential harm to students and staff.

Support 2: Property ownership

The lockers provided to students by the school district are their property, and administrators have the right to access and search their own property. When students use the lockers, they agree to comply with school policies and regulations, including the possibility of locker searches.

Counterclaim: Violation of privacy rights

Some may argue that locker searches violate students' privacy rights, but this can be addressed by limiting searches to situations where there is reasonable suspicion of wrongdoing. Students still have the right to privacy, but this right is not absolute and must be balanced against the need for school safety.

Explanation of counterclaim:

While it is understandable that some may feel that locker searches infringe on privacy rights, it is important to recognize that schools have a responsibility to maintain a safe learning environment for all students. The search of lockers is a minimally invasive way to address concerns related to student safety and security. When searches are conducted with reasonable suspicion and without arbitrary discrimination, they are a necessary tool for maintaining a safe and secure school environment

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XN(6, 42), i.e., X follows a normal distribution with mean of 6 and variance of 16. Use the cumulative standard normal а distribution table (i.e., the Z-table) to determine the value of x such that P(X a, which of the following statements is CORRECT? b ОА. Pla

Answers

X follows a normal distribution with a mean of 6 and a variance of 16. To determine the value of x such that P(X < x) = a, we need to use the cumulative standard normal distribution table (Z-table). First, we need to find the z-score corresponding to the given probability (a) from the Z-table. Once we have the z-score, we can use the formula:

x = μ + (z * σ)

where μ is the mean (6), σ is the standard deviation (square root of variance, so √16 = 4), and z is the z-score obtained from the table. After finding the value of x, we can determine which statement is correct based on the probability and the given value of x.

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Find the absolute maximum and absolute minimum values of f(x) = log2 (2x² + 2), = -1 < x < 1.

Answers

The absolute maximum value of f(x) is 2, which occurs at x = 1, and the absolute minimum value of f(x) is 1, which occurs at x = -1 and x = 0.

To find the absolute maximum and absolute minimum values of the function f(x) = log2 (2x² + 2) on the interval -1 < x < 1, we need to first find the critical points and endpoints of the interval.

First, we take the derivative of the function:

f'(x) = 4x / (ln(2) x (2x² + 2))

Setting f'(x) = 0, we get critical points at x = 0.

Plugging in x = -1 and x = 1, we get the endpoints of the interval.

Now, we evaluate f(x) at the critical points and endpoints:

f(-1) = log2(2) = 1

f(0) = log2(2) = 1

f(1) = log2(4) = 2

Thus,

The absolute maximum value of f(x) is 2, which occurs at x = 1, and the absolute minimum value of f(x) is 1, which occurs at x = -1 and x = 0.

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2. Find the general solution of the Cauchy- Euler differential equation x?y" – 3xy' + 4y = x2 In x. Use variation of parameters.

Answers

The general solution to the Cauchy-Euler differential equation is:

[tex]y = (c1 + c2 ln x) x^2 + (1/3) x(ln x - 1) + C1x + C2[/tex]

where c1, c2, C1, and C2 are constants that can be determined from initial conditions.

The Cauchy-Euler differential equation is of the form:

[tex]x^n y^(n) + a_{n-1} x^{n-1} y^{n-1} + ... + a_1 x y' + a_0 y = f(x)[/tex]

where n is a positive integer and [tex]a_i[/tex] are constants.

In this problem, n=2, so we have:

[tex]x^2 y" - 3xy' + 4y = x^2 ln x[/tex]

First, we find the characteristic equation by assuming a solution of the form[tex]y=x^r:[/tex]

r(r-1) - 3r + 4 = 0

(r-2)(r-2) = 0

So, the characteristic equation has a repeated root of r=2.

Therefore, our general solution to the homogeneous equation is:

[tex]y_h = (c1 + c2 ln x) x^2[/tex]

Now, we need to find a particular solution to the non-homogeneous equation using variation of parameters.

We assume that the particular solution has the form:

[tex]y_p = u(x) x^2[/tex]

where u(x) is an unknown function to be determined. We then find [tex]y_p'[/tex]and [tex]y_p":[/tex]

[tex]y_p' = 2xu + x^2 u'[/tex]

[tex]y_p" = 2u + 4xu' + x^2 u''[/tex]

Substituting these expressions into the differential equation, we have:

[tex]x^2 (2u + 4xu' + x^2 u'') - 3x(2xu + x^2 u') + 4u(x^2) = x^2 ln x[/tex]

Simplifying and collecting like terms, we get:

[tex]x^2 u'' = ln x[/tex]

Integrating both sides with respect to x, we have:

u' = (ln x)/3 + C1

where C1 is the constant of integration. Integrating again, we get:

u = (1/3) x(ln x - 1) + C1x + C2

where C2 is another constant of integration.

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esearchers surveyed 14,765 American high school students (grades 9-12) and found that 27.3% of those surveyed were in grade 9. The percentage of all American high school students who are are in grade 9 is 26.5%. The percentage of those surveyed who were in grade 9 and had carried a gun to school was 4.4%. Match the parameter and statistic. 27.3% [ Choose ] 26.5% [Choose ] > 4.4% [Choose ]

Answers

The researchers surveyed 14,765 American high school students and found that 27.3% of those surveyed were in grade 9.

When we talk about a group of people, we often use percentages to describe how many of them belong to a particular subgroup. In this case, the subgroup we're interested in is students in grade 9. The percentage of all American high school students who are in grade 9 is 26.5%.

Now, let's look at another subgroup of students in grade 9 - those who carried a gun to school. The survey found that 4.4% of the students surveyed in grade 9 had carried a gun to school.

In statistical terms, we use the term "parameter" to refer to a characteristic of the entire population we're interested in, while "statistic" refers to a characteristic of a sample from that population.

In this case, the parameter we're interested in is the percentage of all American high school students who are in grade 9, which is 26.5%. The statistic we're interested in is the percentage of surveyed students in grade 9 who had carried a gun to school, which is 4.4%.

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Which of the given data sets is less variable?a.1,1,2,2,3,3,4,41,1,2,2,3,3,4,4b.1,2,3,4,5,6,7,81,2,3,4,5,6,7,8c.1,1.5,2,2.5,3,3.5,4,4.51,1.5,2,2.5,3,3.5,4,4.5d.−1,−0.75,−0.5,−0.25,0,0

Answers

The data set that is less variable is option A, with a smaller range and fewer unique values.

To determine which data set is less variable, we need to look at the range of values and the spread of the data.

We can use the terms "data", "sets", and "variables" to explain this.

Data refers to the information that we collect, such as the numbers in each data set. Sets refer to the group of numbers that we are comparing. Variables refer to the characteristics that can change in each set, such as the range or spread of the data.

Looking at the given data sets, we can see that option A and C have the same range of values, from 1 to 4. Option B has a wider range of values, from 1 to 8. Option D has a smaller range of values, from -1 to 0.

To determine the spread of the data, we can calculate the standard deviation of each set. However, since this is not specified in the question, we can make an estimate based on the range and the number of values in each set.

Option A has only 4 unique values, so it is likely to have a lower spread than the other sets.

Option B has 8 unique values, so it is likely to have a higher spread.

Option C has 8 values as well, but they are evenly spaced, so the spread may be similar to option A.

Option D has only 5 values, but they are all close together, so it may have a similar spread to option A and C.

Therefore, the data set that is less variable is option A, with a smaller range and fewer unique values.

To determine which of the given data sets is less variable, we need to analyze the spread of the values within each set. The data sets provided are:

a. 1,1,2,2,3,3,4,4
b. 1,2,3,4,5,6,7,8
c. 1,1.5,2,2.5,3,3.5,4,4.5
d. -1,-0.75,-0.5,-0.25,0,0.25,0.5,0.75

Set a has less variability as the values are closer together and repeated more frequently than in the other data sets.

The other sets (b, c, and d) have a larger range and more variation among their variables, making set the least variable among the given sets.

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Question points in a class there are 36 math majors 48 business manos 26 tursing majors and 30 kinesiology majors. We know 18 math majors 12 business majors, nursing mars, and Kinesiology maes are on the honourro Enter three corect decimals in your answer. That is cacutate the answer to at least four decimals and report only the test ovet. For example, the calculated are 0 12.346 enero 12 a) a students selected at random what is the probability that they are on the honour 10 (AS Geoma number, notas alacton) ja students selected at random, what is the probably that they are a business major given that they are on the honourror

Answers

The probably that they are a business major given that they are on the honourror are: a) Probability of being on the honor roll: 0.614
b) Probability of being a business major given they are on the honor roll: 0.140

a) The total number of students on the honour roll is 18 + 12 + 12 + 12 = 54. The total number of students is 36 + 48 + 26 + 30 = 140.

Therefore, the probability that a student selected at random is on the honour roll is 54/140 = 0.386 or 0.387 to three decimal places.

b) The probability that a student selected at random is a business major is 48/140 = 0.343 or 0.344 to three decimal places. The probability that a student is a business major and on the honour roll is 12/140 = 0.086 or 0.087 to three decimal places.

Therefore, the probability that a student is a business major given that they are on the honour roll is (0.087/0.386) = 0.225 or 0.226 to three decimal places.

Total students = 36 (math) + 48 (business) + 26 (nursing) + 30 (kinesiology) = 140 students


Total students on the honor roll = 18 (math) + 12 (business) + 26 (nursing) + 30 (kinesiology) = 86 students

a) A student is selected at random; what is the probability that they are on the honor roll?
Probability = (number of students on honor roll) / (total students)
Probability = 86 / 140
To report the answer as a decimal with three correct places, the probability is approximately 0.614.

b) A student is selected at random; what is the probability that they are a business major, given that they are on the honor roll?
Conditional probability = (number of business majors on honor roll) / (total students on honor roll)
Conditional probability = 12 / 86


To report the answer as a decimal with three correct places, the probability is approximately 0.140.

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In a survey of 1096 adults, 54% responded "yes" to the survey question. How many adults answered "yes"? (round to the nearest whole person as needed)

Answers

The number of adults who answered "yes" in the survey is calculated by multiplying the total number of adults surveyed (1096) by the percentage who responded "yes" (54%).

The number of adults who answered "yes" in the survey, follow these steps:
1. Convert the percentage to a decimal: 54% = 0.54
2. Multiply the total number of adults in the survey (1096) by the decimal percentage: 1096 x 0.54 = 592.64
3. Since we need the answer in whole persons, round the result to the nearest whole number: 593
Thus,
1096 x 0.54 = 592.64

Since we need to round to the nearest whole person, the answer is:

Therefore, 593 adults answered "yes" to the survey question.

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Beverages Inc. Sells espresso for $8. 50 per pound and roasted coffee for $10. 25 per pound. The following equations represent a recent online purchase

Answers

The true statement is "the variable y represents the pounds of roasted coffee in the 46$ purchase" (option b).

To determine which variables represent the pounds of each type of coffee purchased and the total cost of the purchase, we need to solve the simultaneous equations. We can do this by using algebraic methods, such as substitution or elimination.

If we solve for x in the first equation, we get x = 5 - y. We can then substitute this expression for x in the second equation, giving us

=> 8.5(5 - y) + 10.25y = 46.

Simplifying this equation, we get

=> 42.5 - 8.5y + 10.25y = 46,

which gives us

=> 1.75y = 3.5

=> y = 2.

So, we have found that the variable y represents the pounds of roasted coffee purchased in the $46 purchase.

To find the pounds of espresso purchased, we can substitute y = 2 into the first equation and solve for x. We get x + 2 = 5, which gives us x = 3. Therefore, the variable x represents the pounds of espresso purchased.

Therefore, option b is correct.

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Complete Question:

Beverages Inc. sells espresso for 8.50 per pound and roasted coffee for 10.25 per pound. the following equations represent a recent online purchase. x+y=5 and 8.5x+ 10.25y=46. which of the following is true?

a. the variable x represents the pounds of roasted coffee in the 46$ purchase.

b. the variable y represents the pounds of roasted coffee in the 46$ purchase

c. the consumer spent 46$ and purchased 5 pounds of espresso

d. the consumer spent 46$ and purchased 5 pounds of roasted coffee

1. Construct your own Probability Mass Function using a table and solve for its mean.

Answers

The mean of this Probability Mass Function is 3

To construct a Probability Mass Function (PMF), we need to first define a discrete random variable and its possible outcomes along with their respective probabilities. Let's take an example of rolling a fair six-sided dice. The possible outcomes are 1, 2, 3, 4, 5, and 6, and each outcome has an equal probability of 1/6.

We can represent this information in a table as follows:

| Outcome | Probability |
|---------|-------------|
|   1     |    1/6      |
|   2     |    1/6      |
|   3     |    1/6      |
|   4     |    1/6      |
|   5     |    1/6      |
|   6     |    1/6      |

This table represents the PMF for rolling a fair six-sided dice. To solve for its mean, we need to multiply each outcome by its probability and sum the products. This is given by the formula:

mean = Σ(xi * P(xi))

Where xi represents the outcome and P(xi) represents its probability. Using the table above, we can calculate the mean as follows:

mean = (1 * 1/6) + (2 * 1/6) + (3 * 1/6) + (4 * 1/6) + (5 * 1/6) + (6 * 1/6)
    = 3.5

Therefore, the mean of the PMF for rolling a fair six-sided dice is 3.5.


Let's start by creating a table with some possible values (x) and their associated probabilities (P(x)).

| x  | P(x) |
|----|------|
| 1  | 0.1  |
| 2  | 0.2  |
| 3  | 0.3  |
| 4  | 0.4  |

Now that we have our table, let's check if it's a valid PMF. For it to be valid, the sum of all probabilities must equal 1:

0.1 + 0.2 + 0.3 + 0.4 = 1

Since the sum of the probabilities is 1, this is a valid PMF. Now, let's find the mean (µ) using the formula:

µ = Σ[x * P(x)]

Step 1: Multiply each value of x by its corresponding probability:

1 * 0.1 = 0.1
2 * 0.2 = 0.4
3 * 0.3 = 0.9
4 * 0.4 = 1.6

Step 2: Add the products:

0.1 + 0.4 + 0.9 + 1.6 = 3

The mean of this Probability Mass Function is 3.

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(a) A company receives a shipment of 16 items. A random sample of 4 items is selected, and the shipment is rejected if any of these items proves to be defective. i. What is the probability of accepting a shipment containing 4 defective items? ii. What is the probability of accepting a shipment containing 1 defective item? iii. What is the probability of rejecting a shipment containing 1 defective item? (b) Records indicate that, on average, 3.2 breakdowns per day occur on an urban highway during the morning rush hour. Assume that the distribution is Poisson. i. Find the probability that on any given day there will be fewer than two breakdowns on this highway during the morning rush hour. ii. Find the probability that on any given day there will be more than four breakdowns on this highway during the morning rush hour.

Answers

The probability of rejecting a shipment containing one defective item is 0.25

What is Probabililty?

Probability is a field of mathematics that deals with the examination of arbitrary occurrences or unpredictable end results. It is an indication of the likelihood or chance of an episode taking place, varying from impossible (probability 0) to surefire (probability 1).

The probability of an event can be portrayed as a figure between 0 and 1, where 0 implies that the event is unfeasible, and 1 meaning that it is certain.


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We wish to compare the average speed of cars on Abert Street between morning atic and evening trafic To do so, a random sample of 15 cans is selected in the morning, and another random sample of 16 cars is selected in the evening Their speeds are measured. For the moming sample, the mean speed on Albert Street was 86.2 kmh with standard deviation 42 h. in the evening, the mean was 55.8 kmn with standard deviation 3.3 kmh Estimate the difference in population means by constructing the 99% confidence interval. Show your relevant steps below

Answers

The true difference in population means between morning and evening traffic speeds on Albert Street falls within the range of 18.79 km/h to 44.01 km/h.

To estimate the difference in population means between morning and evening traffic speeds on Albert Street, we can use a two-sample t-test with unequal variances.

Using the given sample means, sample standard deviations, and sample sizes, we can calculate the t-statistic as:

t = (86.2 - 55.8) / [tex]\sqrt{42^{2}/15 +3.3^{2}/16 }[/tex] = 3.003

Using a t-distribution table with degrees of freedom of 25.12 (calculated using the Welch-Satterthwaite equation), and a 99% confidence level, the critical value for a two-tailed test is 2.492.

Since our calculated t-value (3.003) is greater than the critical value (2.492), we can reject the null hypothesis and conclude that there is a significant difference in the average speeds of cars on Albert Street between morning and evening traffic.

Finally, we can construct the 99% confidence interval using the formula:

(mean1 - mean2) ± t_(α/2, ν) * SE

where SE is the standard error of the difference in means, calculated as:

SE =[tex]\sqrt{s1^{2} /n1+s2^{2}/n2 }[/tex]

Plugging in the values, we get:

(86.2 - 55.8) ± 2.492 * [tex]\sqrt{42^{2}/15 +3.3^{2}/16 }[/tex] = (18.79, 44.01)

Therefore, we can say with 99% confidence that the true difference in population means between morning and evening traffic speeds on Albert Street falls within the range of 18.79 km/h to 44.01 km/h.

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Exercice 3-(4 pts): Enchaînements d'opérations, simplification de fractions et nombres relatifs. Recopier chaque expression, calculer en rédigeant en colonne, étape par étape. Pour les expressions A, B et C, donnez le résultat sous la forme d'une fraction irréductible. A=4+3x6 48
D = (7 + 3) - 9×2
B = 4x3+6 48 (4 + 3) x 6 ÷ 48
E = (-5+3-4)-(-4+6) × 2
C= (4+3)×6 ÷ 48

Answers

Answer:

Step-by-step explanation:

A = 4 + 3x6/48

A = 4 + 18/48

A = 4 + 3/8

A = (4*8+3)/8

A = 35/8

D = (7+3)-9x2

D = 10-18

D = -8

B = (4x3+6)/48

B = (12+6)/48

B = 18/48

B = 3/8

(4+3)x6÷48

7x6÷48

42÷48

7/8

E = (-5+3-4)-(-4+6)x2

E = (-6)-(-8)

E = 2

Therefore, the results are:

A = 35/8

D = -8

B = 3/8

E = 2

Due to the small value produced, the convention is to round the
decimal value of r2 to _____.
Group of answer choices
a. one digit
b. four digits
c. two digits
d. three digits

Answers

Due to the small value produced, the convention is to round the decimal value of r2 to c. two digits

The convention for rounding the decimal value of r2 depends on the field of study and the level of precision required. However, in many cases, due to the small value produced, the convention is to round the decimal value of r2 to two digits. This means that the decimal value will be rounded up or down to the nearest hundredth. For example, if the calculated r2 value is 0.03457, it would be rounded to 0.03.

This convention is often used in social sciences, where the sample sizes are relatively small and the variables are complex. However, in other fields such as physics and engineering, the convention may be to round the r2 value to more digits for greater precision.

It is important to note that rounding r2 values can result in some loss of information and precision. Therefore, it is recommended to report the exact r2 value along with the rounded value to provide readers with a complete picture of the analysis.

In the context of reporting the coefficient of determination (r^2), the convention is to round the decimal value of r^2 to two digits. So, the correct answer choice is:

c. two digits

This approach ensures the reported value is precise enough to provide meaningful information, while also remaining concise and easy to interpret.

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1 point) Nutrients in low concentrations inhibit growth of an organism, but high concentrations are often toxic. Let c be the concentration of a particular nutrient (in moleslitet) and P be the population density of an organism (in number/ /cm2 ). Suppose that it is found that the effect of this nutrient causes the population to grow according to the equation: P(c)=1700c​/1+25c^2 Find the concentration of the nutrient that yields the largest population density of this organism and what the population density of this organism is at this optimal concentration. Optimal nutriont concentration = ____. Largest population density = ____.

Answers

Optimal nutrient concentration = 0.1414 moles/liter and Largest population density = 136.36 number/[tex]cm²[/tex]

To find the optimal nutrient concentration that yields the largest population density, we need to maximize the given equation:

P(c) = 1700c / (1 + [tex]25c^2[/tex])

To find the maximum value of P(c), we can find the critical points by taking the derivative of P(c) with respect to c and setting it to zero:

[tex]dP(c)/dc = (1700 - 85000c^2) / (1 + 25c^2)^2 = 0[/tex]

Solving for c:

85000[tex]c^2[/tex] = 1700
[tex]c^2[/tex] = 1700 / 85000
[tex]c^2[/tex] = 0.02
c = [tex]\sqrt{0.02}[/tex]
c ≈ 0.1414

Now we can find the largest population density at this optimal concentration by plugging the value of c back into the original equation:

P(0.1414) = 1700(0.1414) / [tex](1 + 25(0.1414)^2)[/tex]
P(0.1414) ≈ 136.3636

Optimal nutrient concentration ≈ 0.1414 moles/liter
Largest population density ≈ 136.36 number/[tex]cm²[/tex]

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The following data give the measurements of the axles of bicycle wheels. 12 samples were taken so that each sample contains the measurements of 4 axles. 1 Sample No ObservationsConstruct the control charts for range, mean, and comment whether the process is under control or not. b. The following are the figures of defectives in 22 lots each containing 2000 rubber belts: 425, 430, 216, 341, 225, 322, 280, 306, 337, 305, 356, 402, 216, 264, 126, 409, 193, 326, 280, 389, 451, 420. Draw control chart for fraction defective and comment on the state of control of the process.

Answers

To construct control charts for range and mean, we need to calculate sample ranges and means, then plot them and calculate control limits. For fraction defective, we can plot fraction defective for each lot and calculate control limits using given formulas.

For the first question, to construct the control charts for range and mean, we need to first calculate the sample ranges and sample means. Then, we can calculate the control limits for each chart.

For the range chart, the formula for calculating the sample range is Range = Max(x) - Min(x). Using the given data, we can calculate the ranges for each sample and plot them on a range chart. The control limits for the range chart can be calculated using the following formulas:

Upper Control Limit (UCL) = D4 * Rbar
Lower Control Limit (LCL) = D3 * Rbar

where D4 and D3 are constants from a table, and Rbar is the average range.

For the mean chart, the formula for calculating the sample mean is Mean = (x1 + x2 + x3 + x4) / 4. Using the given data, we can calculate the means for each sample and plot them on a mean chart. The control limits for the mean chart can be calculated using the following formulas:

UCL = Xbar + A2 * Rbar
LCL = Xbar - A2 * Rbar

where A2 is a constant from a table, and Xbar and Rbar are the average mean and range, respectively.

After plotting the data and calculating the control limits, we can determine whether the process is under control or not. If any points fall outside the control limits or there are any patterns or trends in the data, the process may be out of control and further investigation is necessary.

For the second question, we can draw a control chart for fraction defective. The formula for calculating the fraction defective is Defectives / Sample Size. Using the given data, we can calculate the fraction defective for each lot and plot them on a control chart.

The control limits for the fraction defective chart can be calculated using the following formulas:

UCL = p + 3 * sqrt(p(1-p)/n)
LCL = p - 3 * sqrt(p(1-p)/n)

where p is the overall fraction defective and n is the sample size.

After plotting the data and calculating the control limits, we can determine whether the process is under control or not. If any points fall outside the control limits or there are any patterns or trends in the data, the process may be out of control and further investigation is necessary.

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Complete question is attached below

The function f(x) = 2x3 – 33x2 + 168x = 8 has two critical numbers. The smaller one is x = and the larger one is x =

Answers

The function has two critical numbers: the smaller one is x = 4, and the larger one is x = 7.

To find the critical numbers of the function f(x) = 2x³ - 33x² + 168x - 8, we'll first find the derivative of f(x) and then solve for x when the derivative is equal to 0.
Find the derivative of f(x).
f'(x) = d/dx (2x³ - 33x² + 168x - 8)
Using the power rule, we have:
f'(x) = 6x² - 66x + 168
Set f'(x) to 0 and solve for x.
0 = 6x² - 66x + 168.

Simplify the equation.
Divide the equation by 6:
0 = x² - 11x + 28
Factor the quadratic equation.
0 = (x - 4)(x - 7)
Solve for x.
x - 4 = 0 or x - 7 = 0
x = 4 or x = 7.

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The length of time required by students to complete a 1 hour exam is a random variable with a density function given by:
f(y) = cy^2 + y for o<= y <= 1
and 0 elsewhere

a. Find c

b. Find the cumulative distribution function for this random variable F(y)

c. Find P( 0<= Y <= .5)

d. Find P( Y > .5 | Y > .1)

e. Find the expected value for Y

Answers

a. C = 3/2

b. The cumulative distribution function (CDF) F(y) is F(y) = 1, for y ≥ 1

c. P(0 ≤ Y ≤ 0.5) = 0.203125

d. P(Y > 0.5 | Y > 0.1) = P(Y > 0.5) / P(Y > 0.1)

e. The expected value of Y is 15/16.

a. To find c, we need to use the fact that the density function integrates to 1 over its support:

∫[0,1] f(y) dy = 1

Using the given expression for f(y), we have:

[tex]\int [0,1] (cy^2 + y) dy = 1[/tex]

Integrating, we get:

c/3 + 1/2 = 1

Solving for c, we get:

c = 3/2

b. The cumulative distribution function (CDF) F(y) is defined as:

F(y) = P(Y ≤ y)

To find F(y) for this random variable, we integrate the density function from 0 to y:

F(y) = ∫[0,y] f(t) dt

    = [tex]\int [0,y] (3/2 t^2 + t) dt[/tex], for 0 ≤ y ≤ 1

    = [tex]1/2 y^3 + 1/2 y^2[/tex], for 0 ≤ y ≤ 1

    = 0, for y < 0

    = 1, for y ≥ 1

c. To find P(0 ≤ Y ≤ 0.5), we use the CDF:

P(0 ≤ Y ≤ 0.5) = F(0.5) - F(0)

              = [tex](1/2)(0.5)^3 + (1/2)(0.5)^2 - 0[/tex]

              = 0.203125

d. To find P(Y > 0.5 | Y > 0.1), we use the conditional probability formula:

P(Y > 0.5 | Y > 0.1) = P(Y > 0.5 and Y > 0.1) / P(Y > 0.1)

                    = P(Y > 0.5) / P(Y > 0.1)

To find P(Y > 0.5), we use the CDF:

P(Y > 0.5) = 1 - F(0.5)

          =[tex]1 - [(1/2)(0.5)^3 + (1/2)(0.5)^2][/tex]

          = 0.546875

To find P(Y > 0.1), we also use the CDF:

P(Y > 0.1) = 1 - F(0.1)

          =[tex]1 - [(1/2)(0.1)^3 + (1/2)(0.1)^2][/tex]

          = 0.99495

Putting it all together, we get:

P(Y > 0.5 | Y > 0.1) = (0.546875) / (0.99495)

                              ≈ 0.5496

e. To find the expected value of Y, we use the formula:

E(Y) = ∫[0,1] y f(y) dy

       =[tex]\int [0,1] (3/2)y^3 + y^2 dy[/tex]

       = 15/16

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the best way to reduce our reliance upon fossil fuels and address our energy needs in the future is to . asymmetrical alkyne + H (2 mol equivalent) + Pd/C Look once more at the objects you ranked in Parts A and B. This time, rank the objects from left to right based on how much they have aged since they emitted the light we see today, from greatest to least.- star on far side of Andromeda Galaxy- star on near side of Andromeda Galaxy- star on far side of Milky Way Galaxy- star near center of Milky Way Galaxy- Orion Nebula- Alpha Centauri- Pluto- The SunAs you found in Part B, light from more distant objects takes a longer time to travel to Earth. This means that we see more distant objects as they were longer ago. For example, if an object is 10 light-years away, then we see it as it was 10 years ago, but if it is 20 light-years away, we see it as it was 20 years ago. In other words, more distant objects have aged more since their light left on its way to Earth. T/F Neither a lay nor expert witness may testify that the defendant is correct and should win. 5. You must yield the right-of-way to an approaching vehicle when you areA. Turning left.B. Going straight ahead.C. Already in an intersection.D. Already in a traffic circle. A gray star at the top of a page indicates what? calculate the mean and median number of hours rashawn listened to music for the 6 days. round your answers to the nearest tenth. social studies 8th grade I need help 15 points What would be the actual rotor speed for a 4-pole three-phase squirrel-cage induction motor operating at 60 Hz if the rotor slip is 3% which one of the following questions cannot be answered by the egg drop interactive? (7 points) what affect does rebounding have upon the safety of an egg as it lands? what affect does the size of an egg have upon its impact force upon landing? what affect does the nature of a surface have upon the impact force of an egg that lands upon it? what affect does the height from which an egg falls have upon the velocity change it will encounter upon impact? are the legislative and administrative branches of the federal government using federal agencies as a means to expand their powers at a loss to the judicial branch? In what way did the Chinese response to the global silver economy differ from the Japanese response? When is it necessary to install a new bottom plate over an existing bottom plate, a suitable ______ material cushion such as sand, gravel or concrete shall be used between the old bottom and the new bottom.A) drainageB) compactedC) Non-conductiveD) Non-corrosive Find the open interval(s) where f(x) is increasing and the open interval(s) where f(x ) is decreasingf(x)=3(x-2)/(x+1)^2 and f'(x)=-3(x-5)/(x-1)^3 explain what an elasticity is and what it measures. what might be an example of a more elastic good? under the uniform commercial code (ucc), which term in a written contract for the sale of goods is essential? quantity of items being purchased the price per item or the total price the date of delivery the place of delivery or assumption of possession ESSAY: LOST CONTINENTReread part 2, chapter 9. Write at least 250 words on the attitude of Captain Nemo or Aronnax on the lost continent. Find evidence for what you want to say. Be careful of contradictory evidence.Here is your goal for this assignment:Write a character analysis.Your essay should answer the following questions using your own ideas supported with direct quotes from the text. Use at least one paragraph to answer each question but tie them together into one coherent essay by using transitions and linking ideas.1. What is the attitude displayed by Nemo or Aronnax concerning their general outlook on the world?2. How do you know? What does Verne have his characters say and/or do that reveal that attitude.3. How do you think that attitude affected the outcome of the novel? Did that attitude contribute to the fate of the character?You will be graded on the following criteria:1. Clearly state your thesis, and support it with evidence from the text. Use at least three specific quotes. Remember to document your evidence properly, using MLA format (click here to review the MLA Style Guide).2. Make sure each paragraph contains one main idea and support. Use complete sentences including compound and complex sentences.3. Include an introductory paragraph, proper transitions, and an appropriate conclusion.4. Make sure your essay contains no errors in conventions such as spelling and grammar errors, and is at least 250 words long. how do you see what was covered in this unit - the expression of the dominant and recessive traits, linkages, crossing over - as it fits into the course overall? specifically, what is the integration of central dogma to this material? at what point of respiration is the Haldane effect useful? What class of society had power before Yorimoto andwho took power during his reign?