[10 points] let u and v be independent random variables with means µ and variances σ 2. Let z = αu v √ 1 − α2, where α is a constant between 0 and 1. 1. Find e(z). 2. Find rhouz = corr(u, z)

Answers

Answer 1

The vaule of E(z) = αµ²√(1-α²)

The correlation between u and z is αµ√(1-α²) / σu.

To find the expected value of z, we use the formula for the expected value of a function of two random variables:

E(z) = E(αuv√(1-α²))

Since u and v are independent, their joint distribution is the product of their individual distributions:

f(u,v) = f(u)f(v)

Using this fact, we can rewrite the expected value of z as:

E(z) = E(αuv√(1-α²)) = α√(1-α²) E(uv)

To find E(uv), we use the fact that u and v are independent and have means µ and variances σ². Thus,

E(uv) = E(u)E(v) + Cov(u,v)

Since u and v are independent, their covariance is 0, so we have:

E(uv) = E(u)E(v) = µ²

Substituting this back into the formula for E(z), we get:

E(z) = αµ²√(1-α²)

To find the correlation between u and z, we first need to find their individual variances. Using the formula for the variance of a function of two random variables, we get:

Var(z) = Var(αuv√(1-α²)) = α²(1-α²)(σ²u)(σ²v)

Var(u) = σ²u

Using these variances, we can compute the correlation between u and z using the formula:

rho(u,z) = Cov(u,z) / (√(Var(u)) * √(Var(z)))

To find the covariance between u and z, we start with the formula:

Cov(u,z) = E(uz) - E(u)E(z)

We have already found E(z) and E(u), so we just need to find E(uz). Using the same method as before, we have:

E(uz) = E(u(αuv√(1-α²))) = αµE(uv√(1-α²))

Substituting E(uv) from earlier, we get:

E(uz) = αµ³√(1-α²)

Putting everything together, we get:

rho(u,z) = Cov(u,z) / (√(Var(u)) * √(Var(z))) = [αµ³√(1-α²) - µE(z)] / (σu√(α²(1-α²)σ²v)) = αµ√(1-α²) / σu

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Related Questions

Run a regression where customer satisfaction rating is the dependent (outcome) variable and all other numerical variables predict it. Although there is a relationship between sales rep age and customer satisfaction rating, it is likely only due to chance. [Save the analyses you run to answer this question somewhere on the page.] a This is true because the p value is less than 0.05 b This is false because the p value is greater than 0.05 c This is true because the p value is greater than 0.05 d This is false because the p value is less than 0.05

Answers

The correct answer is either (a) if the p-value is less than 0.05, or (b) if the p-value is greater than 0.05.

What is the equivalent expression?

Equivalent expressions are expressions that perform the same function despite their appearance. If two algebraic expressions are equivalent, they have the same value when we use the same variable value.

Without knowing the specific p-value for the relationship between sales rep age and customer satisfaction rating, it is not possible to determine the correct answer to this question.

In general, a p-value less than 0.05 indicates that there is a statistically significant relationship between the predictor variable and the outcome variable.

However, it is important to interpret the p-value in the context of the specific analysis and research question.

If the p-value for the relationship between sales rep age and customer satisfaction rating is greater than 0.05, it would suggest that the relationship is not statistically significant and may be due to chance.

However, if the p-value is less than 0.05, it would suggest that there is a statistically significant relationship between sales rep age and customer satisfaction rating, and the relationship is not likely due to chance.

Therefore, the correct answer is either (a) if the p-value is less than 0.05, or (b) if the p-value is greater than 0.05.

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Find the area of the shape.

Answers

The area of the given shape above would be = 228

How to calculate the area of the given shape above?

To calculate the area of the shape above, the shape is divided into three separate shapes and then added up together. This would be calculated using area of rectangle = length×width.

First shape; length = 15; width = 9

Area = 15×9 = 135

Second shape; Length = 17; width = 3

Area = 17×3 = 51

Third shape ; length = 14 width = 3

Area = 14×3 = 42

Therefore, area of the shape = 135+51+42 = 228

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4x^5e^2x^6 from 0 to 1

Answers

The value of expression "4x⁵ + e²ˣ + 6" at x=0 is 7 and at x=1 is 10 + e².

In mathematics, an expression is a combination of symbols and numbers that represents a value.

To find the value of the expression "4x⁵ + e²ˣ + 6" at x=0 and x=1, we simply substitute 0 and 1 for "x" and simplify:

When x=0:

We have : 4x⁵ + e²ˣ + 6 ⇒  4(0)⁵ + e⁰ + 6 = 1 + 6 = 7

So, the value of the expression at x=0 is 7.

When x=1:

we have : 4x⁵ + e²ˣ + 6 ⇒ 4(1)⁵ + e² + 6

⇒ 4 + e² + 6,

⇒ 10 + e²,

So, the value of the expression at x=1 is 10 + e².

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The given question is incomplete, the complete question is

Find the value of the expression at "4x⁵ + e²ˣ + 6" at x=0 and x=1.

each point of the plane is colored red or blue. show that there is a rectangle whose corners are all the same color

Answers

We can always find a monochromatic rectangle by reducing the problem to finding a monochromatic rectangle in a smaller area by moving the bottom of the rectangle up by one unit method.

What is rectangle?

A rectangle is a quadrilateral (a 2-dimensional shape with four sides) with four right angles. This means that opposite sides of a rectangle are parallel and congruent, and all four angles are equal to 90 degrees.

Let us consider a rectangle with sides parallel to the coordinate axes. Such a rectangle can be uniquely determined by two pairs of points that define its opposite corners. If all four of these points are the same color, then we have found a monochromatic rectangle. Otherwise, there are three cases to consider:

The two points at the top of the rectangle are the same color, and the two points at the bottom are the other color. In this case, we can reduce the problem to finding a monochromatic rectangle in a smaller area by moving the bottom of the rectangle up by one unit.

The two points on the left side of the rectangle are the same color, and the two points on the right side are the other color. In this case, we can reduce the problem to finding a monochromatic rectangle in a smaller area by moving the left side of the rectangle to the right by one unit.

Both pairs of points are of mixed color. In this case, we can reduce the problem to finding a monochromatic rectangle in two smaller areas by dividing the rectangle into four equal parts with a vertical or horizontal line.

By repeating this process on the smaller rectangles obtained in each case, we can eventually find a monochromatic rectangle. Since the rectangles we consider at each step have half the area of the previous ones, this process terminates after at most log_2(A) steps, where A is the area of the original rectangle.

Therefore, we can always find a monochromatic rectangle with this method.

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Complete question:

Each point in the x-y plane colored red or blue. show that there is a rectangle whose corners are all the same color.

rectangles r 1 and r 2, and squares s 1,s 2, and s 3, shown below, combine to form a rectangle that is 3322 units wide and 2020 units high. what is the side length of s 2 in units?

Answers

The side length of s 2 is approximately 1541.33 units. We can round that to the nearest unit if needed.

To find the side length of s 2 in units, we need to use the information given about the dimensions of the overall rectangle formed by combining the rectangles and squares.

We know that the overall rectangle is 3322 units wide and 2020 units high. Let's start by looking at the width. We can see that the width is made up of two squares (s 1 and s 3) and one rectangle (r 2). So we can set up an equation to represent this:

width = (side length of s 1) + (length of r 2) + (side length of s 3)

width = s + l + s

where s is the side length of each square and l is the length of r 2.

Similarly, we can look at the height of the overall rectangle. We can see that the height is made up of two rectangles (r 1 and r 2) and one square (s 2). So we can set up another equation:

height = (length of r 1) + (length of r 2) + (side length of s 2)

height = l + l + s

Now we can use these two equations to solve for the side length of s 2. We know that the width is 3322 units and the height is 2020 units, so we can substitute those values into the equations:

3322 = s + l + s

2020 = 2l + s

We can simplify the first equation by combining like terms:

3322 = 2s + l

Now we can use substitution to solve for s. We can rearrange the second equation to solve for l:

l = (2020 - s) / 2

Then we can substitute that expression for l into the first equation:

3322 = 2s + (2020 - s) / 2

Now we just need to solve for s:

6644 = 4s + 2020 - s

4624 = 3s

s = 1541.33

So the side length of s 2 is approximately 1541.33 units. We can round that to the nearest unit if needed.

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An SEO account manager is concerned website developers are using too many keywords per web page. The SEO account manager would like to carry out a hypothesis test and test the claim that a web page has, on average, more than 10 keywords. Why is this hypothesis test right-tailed?
Select the correct answer below:
This is a right-tailed test because a direction is not specified.
This is a right-tailed test because a direction is specified. The population parameter is greater than the specified value.
This is a right-tailed test because a direction is specified. The population parameter is less than the specified value.
More information is needed.

Answers

The correct answer is “This is a right-tailed test because a direction is specified. The population parameter is greater than the specified value.”

What is hypothesis testing?

In hypothesis testing, we test the null hypothesis against the alternative hypothesis. The null hypothesis (H0) is the default assumption, which states that there is no significant difference between the sample data and the population parameter. The alternative hypothesis (H1) contradicts the null hypothesis and suggests that there is a significant difference between the sample data and the population parameter.

In this scenario, the null hypothesis would be that the average number of keywords per web page is less than or equal to 10, and the alternative hypothesis would be that the average number of keywords per web page is greater than 10.

Since the alternative hypothesis specifies a direction, it is a one-tailed or one-directional test. Moreover, as the alternative hypothesis states that the average number of keywords per web page is greater than 10, the critical region is in the right tail of the distribution. Therefore, this is a right-tailed test.

So, the correct answer is: This is a right-tailed test because a direction is specified. The population parameter is greater than the specified value.

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Which example shows how branches of government interact with each other?
A. The Supreme Court rules on a case.
B. The House of Representatives votes on a bill.
C. The president recommends legislation to Congress.
D. The president signs a treaty with a country in Europe.

Answers

The president recommends legislation to Congress shows how branches of government interact with each other. The correct answer is C.

The interaction between the executive and legislative branches of government is essential in the process of making laws in the United States. The president has the power to recommend legislation to Congress, but Congress ultimately decides whether or not to pass the bill into law.

This interaction is an example of the system of checks and balances in the US government, which ensures that no one branch becomes too powerful.

Option A is an example of the judicial branch acting alone, as the Supreme Court has the power to interpret the law and make decisions on cases. Option B is an example of the legislative branch acting alone, as the House of Representatives has the power to draft and pass bills into law.

Option D is an example of the president acting alone in foreign affairs, as the president has the power to negotiate and sign treaties with foreign countries. While these actions may have an impact on the other branches, they do not represent an example of direct interaction between branches.

The correct answer is C.

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Is it true that If A and B are square and invertible, then AB is invertible, and (AB)^−1=A^−1B^−1.

Answers

Yes, it is true that if A and B are square and invertible matrices, then AB is also invertible, and its inverse is given by[tex](AB)^{(-1) }= B^{(-1)}A^{(-1).[/tex]

To see why this is true, consider the product[tex](AB)(B^{(-1)}A^{(-1)}).[/tex]

Using the associative property of matrix multiplication, we can rearrange this expression as

[tex](A(BB^{(-1)})A^{(-1)}) = (AIA^{(-1)}) = AA^{(-1)} = I,[/tex]

where I is the identity matrix.

Similarly, we can show that [tex](B^{(-1)}A^{(-1)})(AB) = I,[/tex] which means that

[tex](AB)^{(-1) }= B^{(-1)}A^{(-1).[/tex]

Therefore, we conclude that if A and B are square and invertible matrices, then AB is invertible, and its inverse is given by [tex](AB)^{(-1)} = B^{(-1)}A^{(-1).[/tex]

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compare the function with the parent function. without graphing, what are the vertex, axis of symmetry, and transformations of the given function? y

Answers

Vertex: (1/5, -5), Axis of Symmetry: x = 1/5, Transformations: vertical stretch by 10, horizontal shift 1/5 right, and vertical shift 7 down.

Let's analyze the given function, Y = |10x - 2| - 7, and compare it to the parent function, Y = |x|.

Vertex: The vertex of the given function can be found by determining the x-coordinate that will make the expression inside the absolute value equal to zero. In this case, 10x - 2 = 0. Solving for x, we get x = 1/5. The corresponding y-coordinate is found by substituting x back into the function: Y = |10(1/5) - 2| - 7, which simplifies to Y = |-2| - 7 = 2 - 7 = -5. Thus, the vertex is at the point (1/5, -5).

Axis of Symmetry: Since the given function is an absolute value function, the axis of symmetry is vertical and goes through the x-coordinate of the vertex. In this case, the axis of symmetry is x = 1/5.

Transformation: Comparing the given function to the parent function, there are a few transformations applied:
1. Vertical stretch by a factor of 10 (due to the "10x" term)
2. Horizontal shift of 1/5 units to the right (due to the "-2" term inside the absolute value)
3. Vertical shift of 7 units down (due to the "-7" term outside the absolute value)

So, to summarize:
- Vertex: (1/5, -5)
- Axis of Symmetry: x = 1/5
- Transformations: Vertical stretch by 10, horizontal shift 1/5 right, and vertical shift 7 down.

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Complete Question

Compare the function with the parent function. Without graphing, what are the vertex, axis of symmetry, and transformation of the given function? Y=|10x-2|-7

Complete the proof, drag description to correct location

Answers

We have the proof statements as;

<A ≅ <C is given as the base angles

D is the midpoint of line AC; definition of midpoint

AC ⊥ BD; line of symmetry

ΔABC is an isosceles triangle; two equal sides and angles

How to prove the statement

It is important to note that properties of an isosceles triangle is given as;

An isosceles triangle has two equal sides with two equal angles.The two equal sides of an isosceles triangle are known as the legs and the angle that is found between them is called the vertex.The side opposite this vertex angle is known as the baseThe base angles are equal.The perpendicular from the apex angle divides the base and the vertexThe perpendicular drawn from the apex angle divides the isosceles triangle into two equal triangles and is line of symmetry.

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You have a bag of 4 nickels, 10 dimes, and 2 quarters. You reach in and draw one coin randomly, then your friend does the same. What is the probability that your coin is a dime and your friend's coin is a quarter?

Answers

The probability for the event of your coin is a dime and your friend's coin is a quarter is P = 1/12.

How to find the probability?

We assume that all the coins have the same probability of being randomly drawn.

Then the probability of drawing a dime is equal to the quotient between the number of dimes and the total number of coins, here we will get:

p  = 10/16

Now the total number of coins is 15, because you take one, now the probability that your friend takes a quarter is:

q = 2/15

The joint probability (for the two events happening one after the other) is equal to the product of the individual ones, so we will get:

P  = p*q = (10/16)*(2/15) = (5/8)*(2/15) = 1/12

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Standard form of y = - 3/4r + 2

Answers

The standard form of a linear equation is generally written as Ax + By = C, where A, B, and C are constants, and x and y are variables.

To write the equation y = -3/4r + 2 in standard form, we can rearrange it as follows:

Add 3/4r to both sides:

y + 3/4r = 2

Multiply both sides by 4:

4y + 3r = 8

Subtract 3r from both sides:

4y = -3r + 8

Finally, we can write this equation in standard form as:

3r + 4y = 8

Fill in the missing numbers for 6x-10y=-8 and 6x-5y=2 by using elimination.

Answers

if i was helpful Brainliests my answer ^_^

due to an outbreak of strep infection at a local college, all 100 students living in a particular dormitory were tested for strep infection. ten of these students actually had strep infection. in this particular sample, the test correctly identified strep infection in 90% of those who were in fact infected with strep. the test also correctly returned a negative result in 80% of those who were not infected. which table below correctly summarizes the information described above? a. actually had strep infection test positive for strep tests negative for strep total yes 10 0 10 no 0 90 90 total 10 90 100 b. actually had strep infection test positive for strep tests negative for strep total yes 9 1 10 no 10 80 90 total 19 81 100 c. actually had strep infection test positive for strep tests negative for strep total yes 9 1 10 no 72 18 90 total 81 19 100 d. actually had strep infection test positive for strep tests negative for strep total yes 9 1 10 no 18 72 90 total 27 73 100

Answers

The correct table to show the test on the outbreak of strep infection is d. actually had strep infection test positive for strep tests negative for strep total yes 9 1 10 no 18 72 90 total 27 73 100.

How to find the table ?

Out of a total of one hundred students, ten have strep infection. The test is successful in correctly identifying the disease in ninety percent of those affected; meaning 0.9 x 10 equalling nine individuals tested positive and the lone tenth student tested negative.

Regarding the remaining ninety students without strep infection, the test corresponds to an accurate result with eighty percent accuracy. Thus, the calculation 0.8 x 90 performing the duty of rejection in 72 pupils and making affirmative tests with the remaining eighteen students.

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a humane society claims that less than 73% of households in a certain country own a pet. in a random sample of 400 households in that country, 280 say they own a pet. at o

Answers

Based on the information given, we can use a hypothesis test to determine if the proportion of households in the country that own a pet is actually less than 73%.

Let p be the true proportion of households that own a pet in the country.

The null hypothesis (H0) is that p = 0.73, meaning that the proportion of households that own a pet is 73%.

The alternative hypothesis (Ha) is that p < 0.73, meaning that the proportion of households that own a pet is less than 73%.

We can use a z-test for proportions to test this hypothesis.

The test statistic is:

z = (P - p) / sqrt(p(1-p)/n)

where P is the sample proportion, p is the hypothesized proportion (0.73), and n is the sample size (400).

Plugging in the values given, we get:

z = (0.7 - 0.73) / sqrt(0.73 * 0.27 / 400) = -1.96

Using a standard normal distribution table, we find that the p-value (the probability of getting a test statistic as extreme as -1.96 or more extreme, assuming the null hypothesis is true) is 0.025.

Since this p-value is less than the significance level of 0.05, we reject the null hypothesis and conclude that there is sufficient evidence to support the claim that less than 73% of households in the country own a pet.

In other words, the sample provides evidence that the proportion of households that own a pet is less than 73%. However, we cannot say with certainty that the true proportion is any particular value, only that it is less than 73%.

Based on your question, the Humane Society claims that less than 73% of households in a certain country own a pet. In a random sample of 400 households, 280 households own a pet. To determine if this claim is accurate, we can calculate the proportion of pet owners in the sample:

Proportion of pet owners = (Number of pet owners) / (Total households) = 280 / 400 = 0.7 or 70%

Since the sample proportion (70%) is less than the claimed proportion (73%), it appears that the Humane Society's claim is supported by the sample data. However, for a more rigorous test, you may want to consider conducting a hypothesis test or calculating a confidence interval to determine the statistical significance of this difference.

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In a population, µY = 100 and σ2Y = 43. Use the central limit theorem to answer the following questions. A. In a random sample of size n = 100, find Pr(Ӯ <101). B. In a random sample of size n = 64, find Pr(101< Ӯ <103). C. In a random sample of size n = 165, find Pr(Ӯ >98)

Answers

So for the population which is normally distributed using central limit theorem we get,

(A) For sample size n = 100, Pr(Ӯ <101) = 0.937.

(B) For random sample size n = 64, Pr(101< Ӯ <103) = 0.110.

(C) For sample size of n = 165, Pr(Ӯ >98) = 0.893

Given that the population mean (µY) = 100 and the population standard deviation σ2Y = 43.

For the sample size of n = 100.

Now the sample mean (Ӯ) = µY = 100 also.

The sample standard deviation (σ) = square root of (σ2Y/n) = square root of (43/100) = square root of (0.43) = 0.66 (Rounding off  to two decimal places).

Now, (101 - Ӯ)/σ = (101 - 100)/0.66 = 1.53

From the normal distribution table we can find P(Z < 1.53) = 0.937 (approximately).

Hence, Pr(Ӯ < 101) = 0.937 (approximately).

For random sample size n = 64.

sample standard deviation = (σ) = square root of (σ2Y/n) = square root of (43/64) = 0.82

Now,

(101 - 100)/0.82 = 1.22

(103 - 100)/0.82 = 3.66

From standard normal table we can get,

P(Z < 3.66) = 0.999

P(Z < 1.22) = 0.889

So, P(1.22 < z < 3.66) = 0.999 - 0.889 = 0.110

Hence, Pr(101< Ӯ <103) = 0.110.

Again for sample size of n = 165.

Sample standard deviation = square root of (σ2Y/n) = square root of (43/165) = 0.51

Now,

(98 - 100)/0.51 = - 1.24

From the standard normal distribution table we get, P(Z < - 1.24) = 0.107.

Now, Pr(Ӯ >98) = 1 - Pr(Ӯ < 98) = 1 - 0.107 = 0.893.

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(L1) What is the locus of points in a plane that are 3 inches from point A?

Answers

The locus of points in a plane that are 3 inches from point A is a circle centered at point A with radius 3 inches.

The locus of points in a plane that are 3 inches from point A forms a circle centered at point A with a radius of 3 inches. This is because a circle is defined as the set of all points in a plane that are equidistant from a fixed point called the center. In this case, the fixed point or the center is point A, and the distance from any point on the circle to point A is 3 inches.

To see this, consider any point P in the plane that is 3 inches away from point A. The distance from point P to point A is given by the distance formula:

d = √[(x2 - x1)² + (y2 - y1)²]

where (x1, y1) and (x2, y2) are the coordinates of points A and P, respectively. Since P is 3 inches away from A, we have d = 3. Substituting the coordinates of A and P into the distance formula and simplifying yields:

(x2 - x1)² + (y2 - y1)² = 3²

This equation represents a circle with center (x1, y1) = A and radius 3.

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Factor x2 − 2x + 3. (1 point) (x − 3)(x − 1) (x + 3)(x + 1) (x − 3)(x + 1) Prime

Answers

Answer:

(x-3) (x+1)

Step-by-step explanation:

Factor

x^2 − 2x + 3

What two numbers multiply to 3 and add to -2

3 and -1

(x-3) (x+1)

A reputable polling organization in a certain country surveyed 106,600 ​adults, and 18​% of those polled reported that they smoked. Complete parts a and b below.

b) Explain what this margin of error means. Select the correct choice below and fill in the answer box within your choice.

​(Round to four decimal places as​ needed.)

A.The probability that any given adult surveyed from the population smokes is ________________.

B.The probability that any given adult surveyed from the sample smokes is _____________.

C.We are 90​% confident that the observed proportion of adults that smoke is within _________of the sample proportion.

D.We are 90​% confident that the observed proportion of adults that smoke is within ________ of the population proportion

Answers

Both options C and D are correct in describing the meaning of the margin of error, but we cannot provide specific values for the margin of error without additional information.

To answer this question, first, we need to calculate the sample proportion of adults who smoke.
Calculate the sample proportion
Number of adults surveyed = 106,600
Percentage of adults who smoke = 18%
Sample proportion (p) = (Percentage of adults who smoke) / 100
p = 18% / 100 = 0.18
Now, let's address each option in part b:
A. The probability that any given adult surveyed from the population smokes is not the correct interpretation of the margin of error.
B. The probability that any given adult surveyed from the sample smokes is not the correct interpretation of the margin of error.
C. We are 90% confident that the observed proportion of adults that smoke is within the margin of error of the sample proportion.

To calculate the margin of error, we need more information, such as the standard deviation of the population and the desired confidence level.

Since we do not have this information, we cannot provide a specific value for the margin of error.
D. We are 90% confident that the observed proportion of adults that smoke is within the margin of error of the population proportion.

Similar to option C, we need more information to calculate the margin of error, so we cannot provide a specific value for the margin of error.

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If g(x)=f(x)+k g ( x ) = f ( x ) + k , what is the value of k?

Answers

The value of k for the given relation of the function represented by attached graph is equal to 3.

Two function f(x) and g(x) .

Relation between f(x) and g(x) is equal to,

g ( x ) = f ( x ) + k

From the attached graph of the function f(x) and g(x) we have,

Slope of both the function f(x) and g(x) is equal to

Slope of f(x) = ( 2 -1 )/( 0 - (-3))

                    = 1/3

Slope of g(x) = (5 - 4)/ ( 0 - (-3))

                     = 1/3

Both the lines are parallel to each other with different value of intercept.

y-intercept of f(x) is equal to 2.

y-intercept of g(x) is equal to 5.

As g(x) = f(x)  + k

Substitute the value we have,

⇒ 5 = 2 + k

⇒ k = 3

Therefore, for the given attached graph the value of k is equal to 3.

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The above question is incomplete, the complete question is:

If g ( x ) = f ( x ) + k , what is the value of k using the attached graph of the function?

If X1,X2,...,Xn are independent and identically distributed random variables having uniform distributions over (0,1), finda) E[max(X1,...,Xn)]b) E[min(X1,...,Xn)]

Answers

Maximum = n/n+1 and Minimum = 1/n+1

What is the uniform distribution?

Probability distributions with uniform distributions have outcomes that are all equitably likely. Results are discrete and have the same probability in a discrete uniform distribution. Results are continuous and infinite in a continuous uniform distribution. Data near the mean occur more frequently in a normal distribution.

Here, we have

Given: X1, X2,..., Xn is independent and identically distributed random variables having uniform distributions over (0,1).

a) Z = max{X₁, X₂....Xₙ}

Since Z is maximum so it is greater than X1, X2...Xn so cdf of Z will be

F(Z) = P(Z≤z) = P(X₁, X₂....Xₙ≤z) = P(X₁≤z, X₂≤z.....Xₙ≤z)

= P(X₁≤z)P(X₂≤z)....P(Xₙ≤z) = Fₓ(z)Fₓ(z).....Fₓ(z)

F(Z) = zⁿ

So pdf of Z is

F(z) = F'(z) = nzⁿ⁻¹

Expectation of Z is

F(Z) = [tex]\int\limits^0_1 {zf_Z(z)} \, dz[/tex] = [tex]n\int\limits^0_1 {} \,[/tex]zⁿdz

= n[zⁿ⁺¹/n+1]₀¹ = n/n+1

b) Let Y = min{X₁, X₂....Xₙ}

Since Y is the minimum so it is less than X1, X2...Xn so the cdf of Y will be

F(Y) = P(Y≤y) = 1 - P(Y>y) = 1- P(X₁, X₂....Xₙ≤z) = 1- P(X₁≤z, X₂≤z.....Xₙ>y)

= 1- P(X₁>y)P(X₂>y)....P(Xₙ>y) = 1- Fₓ(y)Fₓ(y).....Fₓ(y)

= 1 - [1-y]ⁿ

So pdf of Y is

F(y) = F'(y) = n[1-y]ⁿ⁻¹

The expectation of Y is

E(Y) = [tex]\int\limits^0_1 {yf_Y(y)} \, dy[/tex] = ∫₀¹ yn(1-y)ⁿ⁻¹dy = 1/n+1

Hence, Maximum = n/n+1 and Minimum = 1/n+1

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total variability is the calculated by dividing the within-group variance by the between-group variance.
T/F

Answers

This statement is false. Total variability is the calculated by dividing the within-group variance by the between-group variance.

The total variability, also known as the total sum of squares (TSS), is the total variation in the response variable of a dataset. The total of the squared variances of each data point from the overall mean is used to calculate it.

The within-group variance, also known as the residual sum of squares (RSS), measures the variability of the data within each group or category. It is calculated as the sum of the squared deviations of each data point from its group mean.

The between-group variance, also known as the explained sum of squares (ESS), measures the variability of the data between the groups or categories. It is calculated as the sum of the squared deviations of each group mean from the overall mean.

To calculate the total variability or TSS, we add the between-group variance or ESS to the within-group variance or RSS. The formula for TSS is:

TSS = ESS + RSS

Therefore, the statement "Total variability is calculated by dividing the within-group variance by the between-group variance" is not accurate.

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Statistics Question | Please include an explanation if you can so I understand it better

Answers

The GCF of the number is 12 and the LCM of the number is 24.

Let's start by finding the greatest common factor (GCF) of two whole numbers less than or equal to 100. The GCF is the largest number that divides both of the given numbers without leaving any remainder. We can start by listing all the factors of each number and finding the largest one they have in common.

Let's say we have the numbers 60 and 72. We can find their factors as follows:

Factors of 60: 1, 2, 3, 4, 5, 6, 10, 12, 15, 20, 30, 60

Factors of 72: 1, 2, 3, 4, 6, 8, 9, 12, 18, 24, 36, 72

From this list, we can see that the largest factor that 60 and 72 have in common is 12. Therefore, the GCF of 60 and 72 is 12.

Let's say we have the numbers 6 and 8. We can list their multiples as follows:

Multiples of 6: 6, 12, 18, 24, 30, 36, 42, 48, 54, 60, 66, 72, 78, 84, 90, 96, 102

Multiples of 8: 8, 16, 24, 32, 40, 48, 56, 64, 72, 80, 88, 96, 104

From this list, we can see that the smallest multiple that both 6 and 8 share is 24. Therefore, the LCM of 6 and 8 is 24.

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Complete Question:

Find the greatest common factor of two whole numbers less than or equal to 100 and the least common multiple of two whole numbers less than or equal to 12.

A football is about 2.8 x 10² millimeters long. A football field is about 1 × 105
millimeters long. How many footballs placed end to end would you need to span
the field? Use scientific notation to calculate the number of footballs.

Answers

Answer:

357 footballs

-----------------------

To find out the number of footballs, we need to divide the length of the field by the length of one football:

(1 × 10⁵) ÷ (2.8 × 10²)

To divide these numbers in scientific notation, we need to divide the coefficients:

1 ÷ 2.8 ≈ 0.357

and subtract the exponents:

10⁵ ÷ 10² = 10⁵⁻² = 10³

We get:

0.357 × 10³ = 357

So, you would need approximately 357 footballs.

The data below give the number of books checked out of the school library by 15 students
during one month. Make a frequency table of the data.
0, 3, 2, 3, 2, 1, 1, 0, 1, 2, 5, 1, 2, 3, 1. (Sorry if the photo is hard to see) I need the answer ASAP!

Answers

The frequency table for the set of data is given below:


What is a Frequency Table?

A frequency table is a crafted arrangement and visual representation of data in a tabular shape, to show the number of times each distinct value or classification within a dataset appears.

It contains all possible values or classes of a variable in one category, along with the respective number of episodes or occurrences of each one in a second section.

Here is an example of how you could sort this data.

Interval:     Frequency:

0 - 1                  7

2 - 3                  7

4 - 5                  1

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Suppose that the weight of a sack of flour has a probability distribution with moment generating function MW (t) = 1/(1 − 3t) 2 . You purchase 2 sacks of flour. Assume that the weights of different sacks of flour are independently distributed. What is the variance of the total weight of flour sacks purchased?

Answers

The variance of the total weight of flour sacks purchased is 36.

Since the moment generating function of a random variable uniquely determines its moments, we can use the moment generating function MW(t) to find the mean and variance of the weight of one sack of flour.

The first derivative of the moment generating function is:

MW'(t) = 6t/(1 - 3t)³

Setting t = 0, we get the mean:

MW'(0) = 6(0)/(1 - 3(0))³ = 0

So the mean weight of one sack of flour is zero.

The second derivative of the moment generating function is:

MW''(t) = 54t²/(1 - 3t)⁴ + 18/(1 - 3t)³

Setting t = 0, we get the second moment:

MW''(0) = 54(0)²/(1 - 3(0))⁴ + 18/(1 - 3(0))³ = 18

So the variance of the weight of one sack of flour is 18.

Now, let X and Y denote the weights of the first and second sacks of flour, respectively. Since the weights are independently distributed, the variance of the total weight of flour sacks purchased is the sum of the variances:

Var(X + Y) = Var(X) + Var(Y) = 18 + 18 = 36

Therefore, the variance of the total weight of flour sacks purchased is 36.

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random numbers generated by a physical process instead of a mathematical process are pseudorandom numbers. group of answer choices true false

Answers

False. Random numbers generated by a physical process are truly random and not pseudorandom.
Let's break this down:

1. Random numbers: These are numbers that have no discernible pattern or order, and each number is independent of the others. They can be generated by a physical process (such as rolling dice) or a mathematical process (like using an algorithm).Truly random numbers are important for applications that require high levels of security and unpredictability, such as in cryptography

2. Pseudorandom numbers: These are numbers generated by a deterministic mathematical process (algorithm), which may appear random but have an underlying pattern or structure. They are not truly random because their generation depends on an initial value (seed) and an algorithm.Pseudorandom numbers, on the other hand, are generated using a mathematical algorithm that attempts to mimic randomness. While pseudorandom numbers may appear random, they are actually determined by the initial seed value and the algorithm used to generate them. Physical processes that can generate random numbers include radioactive decay, thermal noise, and atmospheric noise. These sources of randomness are used in various applications such as cryptography, simulations, and games.

So, random numbers generated by a physical process are considered truly random numbers, while pseudorandom numbers are generated by a mathematical process (algorithm).

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use the information from exercise 5 to determine the percent of net change from april 21 to april 22 for each of the corporations listed in that question. round answers to the nearest tenth of a percent.

Answers

The percent of net change for each corporation are:

Berkshire Hathaway = 1.75%Verizon = 0.08%McDonalds = -0.97%Nike = 0.59%Delta Airlines = -2.46%Toyota = -0.14%

What is the percent of net change?

The percent of net change is calculated using the formula given below as follows:

Percent of net change = (Net change / Last) x 100%

a. Berkshire Hathaway:

Percent of net change = (35 / 199740) x 100%

Percent of net change = 0.0175 x 100%

Percent of net change = 1.75%

b. Verizon:

Percent of net change = (0.04 / 51.19) x 100%

Percent of net change = 0.00078 x 100%

Percent of net change = 0.08%

c. McDonalds:

Percent of net change = (-1.13 / 116.34) x 100%

Percent of net change = -0.0097 x 100%

Percent of net change = -0.97%

d. Nike:

Percent of net change = (0.37 / 62.74) x 100%

Percent of net change= 0.0059 x 100%

Percent of net change = 0.59%

e. Delta Airlines:

Percent of net change = (-1.18 / 48.02) x 100%

Percent of net change = -0.0246 x 100%

Percent of net change = -2.46%

f. Toyota:

Percent of net change = (-0.15 / 105.42) x 100%

Percent of net change = -0.0014 x 100%

Percent of net change = -0.14%

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Complete question:

Berkshire Hathaway

Net change = +35

Last = 199740

VZ Verizon

Net change = +0.04

Last = 51.19

MCD McDonalds

Net change = -1.13

Last 116.34

NKE Nike

Net change = +0.37

Last = 62.74

DAL Delta Airlines

Net change = -1.18

Last = 48.02

TM Toyota

Net change = -0.15

Last = 105.42

use the information from exercise 5 to determine the percent of net change from april 21 to april 22 for each of the corporations listed in that question. round answers to the nearest tenth of a percent.

A constant force of 56 pounds is applied at an angle of 35º to pull a 16 foot metal door shut. How much work is done?

a
513.9 ft-lbs
b
734.0 ft-lbs
c
−383.7 ft-lbs

d
−809.7 ft-lbs

Answers

(b) 734.0 ft-lbs of work is done.

To find the work done by the force, we need to use the formula:

Work = force x distance x cos(θ)

where:

force = 56 pounds (the given constant force)

distance = 16 feet (the distance the door is being pulled)

θ = 35 degrees (the angle between the force and the displacement of the door)

We need to convert the angle to radians to use it in the formula:

theta = 35 degrees x (pi/180) = 0.6109 radians

Now we can substitute the values into the formula:

Work = 56 pounds x 16 feet x cos(0.6109 radians)

Work = 734.0 ft-lbs (rounded to one decimal place)

Therefore, the answer is (b) 734.0 ft-lbs.

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find the order of the matrix product ab and the product ba, whenever the products exist. a is 4 x 2, b is 2 x 4.A) AB is 2 x 2, BA is 4 x 4. B) AB is nonexistent, BA is 2x2. C) AB is 4 x 4, BA is nonexistent. D) AB is 4 x 4, BA is 2 x 2

Answers

The correct answer is (D) AB is 4 x 4, BA is 2 x 2.

What is order of a matrix?

The order of a matrix refers to the number of rows and columns in the matrix. If a matrix has m rows and n columns, we say that it is an m x n matrix. The order of the matrix is written as "m x n".

In general, if A is an m x n matrix and B is an n x p matrix, then the product AB is an m x p matrix and the product BA is an n x n matrix.

In this case, A is a 4 x 2 matrix and B is a 2 x 4 matrix. Therefore, the product AB is a 4 x 4 matrix, and the product BA is a 2 x 2 matrix.

So the answer is (D) AB is 4 x 4, BA is 2 x 2.

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