In Economics Education, there has been a significant focus on
the gender mix of undergraduate programmes in Economics.
You should define the true proportion of females within
undergraduate economics p
e) Assuming that the observations are iid, write down the variance of \( \hat{p} \). f) It is possible to show that: \[ \hat{p}(1-\hat{p})=\frac{1}{n} \sum_{i=1}^{n}\left(X_{i}-\bar{X}\right)^{2} \] H

Answers

Answer 1

The true proportion of females within undergraduate economics programs, denoted by [tex]\( p \)[/tex], can be estimated using the sample proportion, denoted by [tex]\( \hat{p} \)[/tex]. The variance of [tex]\( \hat{p} \)[/tex], assuming that the observations are independent and identically distributed (iid), can be determined as follows:

[tex]\( \text{Var}(\hat{p}) = \frac{p(1-p)}{n} \)[/tex]

where [tex]\( n \)[/tex] represents the sample size.

The sample proportion [tex]\( \hat{p} \)[/tex] is calculated by dividing the number of females in the sample by the total sample size. Since we assume that the observations are iid, the variance of [tex]\( \hat{p} \)[/tex] can be derived using basic properties of variance.

To determine the variance of [tex]\( \hat{p} \)[/tex], we use the formula [tex]\( \text{Var}(X) = E(X^2) - [E(X)]^2 \)[/tex]. In this case, [tex]\( X \)[/tex] represents the random variable corresponding to the proportion of females in a single observation.

The expected value of [tex]\( X \)[/tex] is [tex]\( p \)[/tex], and the expected value of [tex]\( X^2 \)[/tex] is [tex]\( p^2 \)[/tex]. Therefore, we have [tex]\( \text{Var}(X) = E(X^2) - [E(X)]^2 = p^2 - p^2 = p(1-p) \)[/tex].

Since [tex]\( \hat{p} \)[/tex] is an average of [tex]\( n \)[/tex] independent observations, the variance of [tex]\( \hat{p} \)[/tex] is given by [tex]\( \text{Var}(\hat{p}) = \frac{\text{Var}(X)}{n} = \frac{p(1-p)}{n} \)[/tex].

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Related Questions

Global Waste Management Solutions Ltd. borrowed $36,000 at 6.6% compounded semiannually. They made payments of $1,500 (except for a smaller final payment) at the end of every month. 1. How many payments are required to pay off the loan? 2. What is the amount of the final smaller payment? 3. What is the total interest paid on the loan?

Answers

The number of payments required to pay off the loan is 26 payments, the final smaller payment is $3,000 and the total interest paid on the loan is $3,000.

Interest refers to the additional amount of money or compensation that is earned or charged on an original amount, typically related to borrowing or investing. It is the cost of borrowing money or the return on investment.

Global Waste Management Solutions Ltd. borrowed $36,000 at 6.6% compounded semiannually.

They made payments of $1,500 (except for a smaller final payment) at the end of every month.

Given, PV = $36,000,

i = 6.6% compounded semiannually,

n = ?,

PMT = $1,500,

V = 0.

Using the loan repayment formula,

PMT = PV i(1 + i)n/ (1 + i)n – 1

$1,500 = $36,000 (0.033) (1 + 0.033)n / (1 + 0.033)n – 1

Simplifying the above equation gives,

(1 + 0.033)n = 1.0256n

log (1 + 0.033)n = log 1.0256

n log n + log (1 + 0.033) = log 1.0256

n log n = log 1.0256 – log (1 + 0.033) / log (1 + 0.033)

= 25.73 ≈ 26 months

Thus, the number of payments required to pay off the loan is 26 payments.

The final payment is made to close the account.

The total amount paid minus the total interest is equal to the principal amount.

This smaller payment is the difference between the total amount paid and the sum of the previous payments.

The total amount paid is $1,500 x 26 = $39,000.

The interest is $39,000 - $36,000 = $3,000.

Therefore, the final smaller payment is $3,000.

The interest paid on the loan is the difference between the amount paid and the principal.

The total amount paid is $39,000. The principal is $36,000. Therefore, the total interest paid on the loan is $3,000.

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Find the volume of the solid generated by revolving about the y-axis the region bounded by the graph of the function y=3sin(x2) and the x-axis for 0≤x≤√π​ Online answer: Enter the volume rounded to the nearest integer, if necessary.

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the volume of the solid generated by revolving the region bounded by the graph of y = 3sin(x^2) and the x-axis for 0 ≤ x ≤ √π around the y-axis is 0.

To find the volume, we can use the formula for the volume of a solid of revolution using cylindrical shells:

V = ∫[a, b] 2πx(f(x)) dx,

where a and b are the limits of integration, f(x) is the function defining the curve, and x represents the axis of revolution (in this case, the y-axis).

In this problem, the function is y = 3sin(x^2), and the limits of integration are from 0 to √π.

To calculate the volume, we need to express the function in terms of x. Since we are revolving around the y-axis, we need to solve the equation for x:

x = √(y/3) and x = -√(y/3).

Next, we need to find the limits of integration in terms of y. Since y = 3sin(x^2), we have:

0 ≤ x ≤ √π  becomes 0 ≤ y ≤ 3sin((√π)^2) = 3sin(π) = 0.

Now we can set up the integral:

V = ∫[0, 0] 2πx(3sin(x^2)) dx.

Since the lower and upper limits of integration are the same (0), the integral evaluates to 0.

Therefore, the volume of the solid generated by revolving the region bounded by the graph of y = 3sin(x^2) and the x-axis for 0 ≤ x ≤ √π around the y-axis is 0.

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An observation is considered an outlier if it is below _____ and above _____.

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An observation is considered an outlier if it is below Q1 – 1.5 (IQR) and above Q3 + 1.5 (IQR).

It is the concept of the box and whisker plot. It is used to identify the outlier data. Here, the outlier is calculated as below:

Q1 – 1.5 (IQR) and Q3 + 1.5 (IQR) are calculated as:

Q1= The first quartile

Q3= The third quartileI

QR= Interquartile RangeI

QR= Q3 – Q1

Let’s have an example to understand it better.Example:In the given data set:

{25, 37, 43, 47, 52, 56, 60, 62, 63, 65, 66, 68, 69, 70, 70, 72, 73, 74, 74, 75}

Here,Q1 = 56Q3 = 70I

QR = Q3 – Q1= 70 – 56= 14

To identify the outliers,Q1 – 1.5 (IQR) = 56 – 1.5(14)= 35

Q3 + 1.5 (IQR) = 70 + 1.5(14)= 91

The observation below 35 and above 91 is considered an outlier.

So, an observation is considered an outlier if it is below Q1 – 1.5 (IQR) and above Q3 + 1.5 (IQR). This formula is used in the identification of the outliers.

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Solve the equation by completing the square:
z2−12z+56=3z2-12z+56=3

Answers

The equation by completing the square the solutions to the equation are :z = 2 + (2√11i)/√3 and z = 2 - (2√11i)/√3, where i is the imaginary unit.

To solve the equation by completing the square, let's rewrite it in standard quadratic form:

3z^2 - 12z + 56 = 0

Step 1: Divide the entire equation by the leading coefficient (3) to simplify the equation:

z^2 - 4z + 56/3 = 0

Step 2: Move the constant term (56/3) to the right side of the equation:

z^2 - 4z = -56/3

Step 3: Complete the square on the left side of the equation by adding the square of half the coefficient of the linear term (z) to both sides:

z^2 - 4z + (4/2)^2 = -56/3 + (4/2)^2

z^2 - 4z + 4 = -56/3 + 4

Step 4: Simplify the right side of the equation:

z^2 - 4z + 4 = -56/3 + 12/3

z^2 - 4z + 4 = -44/3

Step 5: Factor the left side of the equation:

(z - 2)^2 = -44/3

Step 6: Take the square root of both sides:

z - 2 = ±√(-44/3)

z - 2 = ±(2√11i)/√3

Step 7: Solve for z:

z = 2 ± (2√11i)/√3

Therefore, the solutions to the equation are:

z = 2 + (2√11i)/√3 and z = 2 - (2√11i)/√3, where i is the imaginary unit.

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Vhat is the price of gasoline per litre in Canadian dollars if a U.S. gallon of gasoline costs US\$3.28? One U.S. dollar is worth CS1.03 and one U.S. galion is equivalent to 3.8 litres. The cost per litre is CS Round the final answer to the nebrest cent as needed. Round all intermedate values to six decimal placos as needed)

Answers

Rounding the final answer to the nearest cent, the price of gasoline per litre in Canadian dollars is CS0.89.

The price of gasoline per litre in Canadian dollars can be calculated using the given information. We know that one U.S. gallon of gasoline costs US\$3.28, and one U.S. dollar is worth CS1.03. Additionally, one U.S. gallon is equivalent to 3.8 litres.

First, let's convert the cost of one U.S. gallon of gasoline to Canadian dollars:

US\$3.28 * CS1.03 = CS3.38 (rounded to two decimal places)
Next, let's calculate the cost per litre:
CS3.38 / 3.8 litres = CS0.888421 (rounded to six decimal places)

Finally, rounding the final answer to the nearest cent, the price of gasoline per litre in Canadian dollars is CS0.89.

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Find the critical value(s) and rejection region(s) for the indicated t-test, level of significance α, and sample size n. Left-tailed test, α=0.10,n=10 Click the icon to view the t-distribution table. The critical value(s) is/are (Round to the nearest thousandth as needed. Use a comma to separate answers as needed.)

Answers

Therefore, the critical value is -1.383 and the rejection region is t < -1.383.

The given data is a left-tailed test with a significance level of 0.10 and a sample size of 10.

We can find the critical value by using the t-distribution table. The degrees of freedom for the given sample size are 10-1=9.

Using the t-distribution table, we can find the critical value for a left-tailed test, which is -1.383.

Hence, the critical value for the given data is -1.383.

The rejection region for a left-tailed test with a significance level of 0.10 is any t-value less than -1.383.

The rejection region for the given data is, t < -1.383.

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State the reason for your selection of this management theory.

"If I can get a perfect score on just one more customer satisfaction survey, my base pay will go from $15 per hour to $18. I will definitely take care of this customer!"
Taylor’s Scientific Management Theory (Piece Rate) -
"I can’t believe Phillipe got the promotion over me. I work more overtime making our customers happy than he does. No more overtime for me and I’m asking for a raise!"
Equity Theory -
"I really do believe my team likes their work and is motivated. I’m confident my team will deliver the goal this month! Besides, they really like profit-sharing checks!"
McGregor’s Theory Y -
"My boss and I agreed my goal this month was to sell 10 units. With one week left, I have already sold nine units. I always attain the goals I set for myself."
Goal Theory (MBO) -

Answers

The management theory that is best suited for the situation of "If I can get a perfect score on just one more customer satisfaction survey, my base pay will go from $15 per hour to $18.

I will definitely take care of this customer!" is Taylor’s Scientific Management Theory (Piece Rate). The theory that is best suited for the situation of "If I can get a perfect score on just one more customer satisfaction survey, my base pay will go from $15 per hour to $18. I will definitely take care of this customer!" is Taylor’s Scientific Management Theory (Piece Rate). This theory is based on the piece-rate system that was used in the manufacturing industries. Taylor's Scientific Management Theory focuses on the scientific method of finding the best way to complete a job.

It believes in training employees to become experts in a particular area of the task, breaking the work down into small parts, and supervising their work to ensure that the task is completed efficiently. Piece-rate systems pay workers according to their production rate. Piece-rate pay incentivizes workers to work faster and produce more because the more they produce, the more they earn. In conclusion, Taylor’s Scientific Management Theory is the most appropriate for the given situation.

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Calculate the amount of work required to push a block of 2 kg at 4 m/s

2 for 7 meters.
28 kg−m

2/s

2
56 kg−m/s

2
56 kg−m

2/s

2
14 kg−m

Answers

the amount of work required to push a block of 2 kg at [tex]4 m/s^2[/tex] for 7 meters is 5.715 J.

Work can be explained as the force needed to move an object over a distance. The work done in moving an object is equal to the force multiplied by the distance. The formula for calculating work is as follows

:W = F * d

where, W = work, F = force, and d = distance

The given values are,

Mass of the block, m = 2 kg

Speed of the block, v = 4 m/s

Distance travelled by the block, d = 7 meters

The formula for force is,

F = ma

where F is the force applied, m is the mass of the object and a is the acceleration.

In this case, we can use the formula for work to find the force that was applied, and then use the formula for force to find the acceleration, a. Finally, we can use the acceleration to find the force again, and then use the formula for work to find the amount of work done to move the block.

CalculationUsing the formula for work,

W = F * dF

= W / d

Now, let us find the force applied. Force can be calculated using the formula,

F = m * a

We can find the acceleration using the formula,

a = v^2 / (2d)a

= 4^2 / (2 * 7)

= 0.4082 m/s^2

Substituting the values in the formula,

F = 2 * 0.4082

= 0.8164 N

Now we can use the formula for work to find the amount of work done to move the block.

W = F * d

W = 0.8164 * 7W

[tex]= 5.715 kg-m^2/s^2[/tex]

This is equivalent to 5.715 J (joules). Therefore, the amount of work required to push a block of 2 kg at [tex]4 m/s^2[/tex] for 7 meters is 5.715 J. .

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Evaluate. (Be sure to check by differentiating!) ∫5/2+5x​dx,x=−2/5 ​ ∫5/2+5x​dx=___

Answers

The integral ∫(5/2 + 5x) dx evaluates to (-1/2)x + (1/2)x^2 + C. When differentiating this result, the derivative is 5/2 + 5x, confirming its correctness.

To evaluate the integral ∫(5/2 + 5x) dx and check the result by differentiating, let's proceed with the calculation.

∫(5/2 + 5x) dx = (5/2)x + (5/2)(x^2/2) + C

Where C is the constant of integration. Now, we can substitute x = -2/5 into the antiderivative expression:

∫(5/2 + 5x) dx = (5/2)(-2/5) + (5/2)((-2/5)^2/2) + C

               = -1 + (1/2) + C

               = (1/2) - 1 + C

               = -1/2 + C

Therefore, ∫(5/2 + 5x) dx = -1/2 + C.

To check the result, let's differentiate the obtained antiderivative with respect to x:

d/dx (-1/2 + C) = 0

The derivative of a constant term is zero, which confirms that the antiderivative of (5/2 + 5x) is consistent with its derivative.

Hence, ∫(5/2 + 5x) dx = -1/2 + C.

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. In an experiment consisting of 5 factors, A, B, C, D, and E, it is intended to develop a se of fractional factorial designs. The following set of candidate generators was designed For each cases, find out the ones that yield main factor aliasing and also find out th effects confounded with the mean
(1.0 pts) (1) I=ABCDE
(2.0 pts) (2) ABC=ABD
(2.0 pts) (3) ECD=CADE
(2.0 pts) (4) BC-CD=I

Answers

Case (1) does not have main factor aliasing or effects confounded with the mean.

Case (2) has aliasing between factors A, B, and C with factors A, B, and D, respectively.

Case (3) has aliasing between factors E, C, and D with factors C, A, and D, respectively.

Case (4) has aliasing between factors B and C with the interaction term BC, and C and D with the interaction term CD.

To identify the aliasing of main factors and effects confounded with the mean in the given set of candidate generators, we need to analyze each case individually. Let's examine each case:

(1) I = ABCDE:

This candidate generator includes all five factors A, B, C, D, and E. Since all factors are present in the generator, there is no aliasing of main factors in this case. Additionally, there are no interactions present, so no effects are confounded with the mean.

(2) ABC = ABD:

In this case, factors A, B, and C are aliased with factors A, B, and D, respectively. This means that any effects involving A, B, or C cannot be distinguished from the effects involving A, B, or D. However, since the factor C is not aliased with any other factor, the effects involving C can be separately estimated. No effects are confounded with the mean in this case.

(3) ECD = CADE:

Here, factors E, C, and D are aliased with factors C, A, and D, respectively. This implies that any effects involving E, C, or D cannot be differentiated from the effects involving C, A, or D. However, the factor E is not aliased with any other factor, so the effects involving E can be estimated separately. No effects are confounded with the mean in this case.

(4) BC-CD = I:

In this case, factors B and C are aliased with the interaction term BC, and C and D are aliased with the interaction term CD. As a result, any effects involving B, C, or BC cannot be distinguished from the effects involving C, D, or CD. No effects are confounded with the mean in this case.

To summarize:

Case (1) does not have main factor aliasing or effects confounded with the mean.

Case (2) has aliasing between factors A, B, and C with factors A, B, and D, respectively.

Case (3) has aliasing between factors E, C, and D with factors C, A, and D, respectively.

Case (4) has aliasing between factors B and C with the interaction term BC, and C and D with the interaction term CD.

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write the partial fraction decomposition for the rational expression.
1.5x-2 /(x-1)^2 2.x² + x²+x+2/+x^4+x²

Answers

The partial fraction decomposition of the given rational expression is:

(0.5/(x-1)) + (1/(x-1)²) + (2/(x² + 1)) + (2/(x²(x² + 1)))

To decompose the given rational expression into partial fractions, we start by factoring the denominators. The denominator (x-1)² can be written as (x-1)(x-1). The denominator x⁴ + x²can be factored as x²(x² + 1).

Now, we express the given rational expression as the sum of its partial fractions. We can rewrite 1.5x-2/(x-1)² as the sum of two fractions with the denominators (x-1) and (x-1)^2, respectively. This gives us:

1.5x-2/(x-1)² = A/(x-1) + B/(x-1)²

Next, we rewrite 2x² + x² + x + 2/(x⁴ + x²) as the sum of two fractions with the denominators x² and x²(x² + 1), respectively. This gives us:

2x² + x² + x + 2/(x⁴ + x²) = C/(x²) + D/(x² + 1)

Finally, we combine these partial fractions to get the main answer:

(0.5/(x-1)) + (1/(x-1)²) + (2/(x²+ 1)) + (2/(x²(x² + 1)))

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Finel ∂z/∂x and ∂z/∂y is definetly implicity as a function or x and y by the equation x3+y3+z3+6xyz=1

Answers

the partial derivatives ∂z/∂x and ∂z/∂y, as implicit functions of x and y by the given equation, are ∂z/∂x = -2xy - 3x^2z / (3z^2 + 6xy) and ∂z/∂y = -2yx - 3y^2z / (3z^2 + 6xy), respectively.

To find the partial derivatives ∂z/∂x and ∂z/∂y as functions of x and y, we use implicit differentiation. Differentiating the equation x^3 + y^3 + z^3 + 6xyz = 1 with respect to x, we obtain:

[tex]3x^2 + 6yz + 3z^2(dz/dx) + 6xy(dz/dx) = 0.[/tex]

Rearranging terms, we have:

[tex](3z^2 + 6xy) (dz/dx) = -3x^2 - 6yz.[/tex]

Dividing both sides by (3z^2 + 6xy), we find:

dz/dx = (-3x^2 - 6yz) / (3z^2 + 6xy).

Similarly, differentiating the equation with respect to y, we get:

(3z^2 + 6xy) (dz/dy) = -3y^2 - 6xz,which gives us:

dz/dy = (-3y^2 - 6xz) / (3z^2 + 6xy).

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Two robbers have just robbed a bank and are in a hotel room with a suitcase of money worth 100 million dollars. Each would prefer to have the whole amount to himself rather than to share it. They are armed with pistols, but their shooting skills are not that great. Specifically, if they shoot, R1 and R2 have 20% and 40% chances of killing their target, respectively. Each has only one bullet left. First, R1 decides whether to shoot. If he shoots, then R2, if alive, decides whether to shoot. If R1 decides not to shoot, then R2 decides whether to shoot. The survivors split the money equally.

Write the game in extensive form.

Answers

In this game, two robbers, R1 and R2, have just robbed a bank and find themselves in a hotel room with a suitcase containing 100 million dollars. Each robber wants to have the entire amount for themselves and is armed with a pistol.

However, their shooting skills are not great, with R1 having a 20% chance of killing their target if they shoot, and R2 having a 40% chance. The game proceeds as follows: first, R1 decides whether to shoot. If R1 shoots, R2 (if still alive) then decides whether to shoot. If R1 chooses not to shoot, R2 decides whether to shoot. If both survive, they split the money equally.

In the extensive form of the game, the initial decision node represents R1's choice to shoot or not. If R1 chooses to shoot, it leads to a chance node where R2's decision to shoot or not is determined. If R1 decides not to shoot, it directly leads to R2's decision node.

The outcome of each decision node is the respective robber's survival or death. At the final terminal nodes, the money is divided equally if both survive, or the surviving robber takes the entire amount if the other robber is killed.

The extensive form allows for a comprehensive representation of the sequential decision-making process and the potential outcomes at each stage of the game.

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The Joneses and the Smiths take a trip together . There are four people in the Jones family and six in the Smith family . They board a ferry boat to get to their destination . The boat tickets cost $12 per person , and the Joneses pay for it. The Smiths pay for dinner at a lodge that costs $15 per person . If the Joneses and Smiths want to divide the costs fairly , then who owes whom how much ? Explain your answer .

Answers

The Smiths owe the Joneses $17 in order to divide the costs fairly.

To divide the costs fairly, we need to calculate the total expenses for both families and find the difference in their contributions.

The total cost of the boat tickets for the Joneses can be calculated as $12/person x 4 people = $48. The Smiths, on the other hand, pay for dinner at the lodge, which costs $15/person x 6 people = $90.

To determine the fair division of costs, we need to find the difference in expenses between the two families. The Smiths' expenses are higher, so they need to reimburse the Joneses to equalize the amount.

The total cost difference is $90 - $48 = $42. Since there are 10 people in total (4 from the Jones family and 6 from the Smith family), each person's share of the cost difference is $42/10 = $4.20.

Since the Joneses paid the entire boat ticket cost, the Smiths owe them the fair share of the cost difference. As there are four members in the Jones family, the Smiths owe $4.20 x 4 = $16.80 to the Joneses. Rounding it up to the nearest dollar, the Smiths owe the Joneses $17.

Therefore, to divide the costs fairly, the Smiths owe the Joneses $17.

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For a certain drug, the rate of reaction in appropriate units is given by R′(t)=7/t+3/t^2, where t is measured in hours after the drug is administered. Find the total reaction to the drug from t = 3 to t = 11. Round to two decimal places, if necessary.

A. 9.82
B. 24.77
C. 23.20
D. 11.60

Answers

The total reaction to the drug from t = 3 to t = 11 is approximately 9.82. Thus, the correct choice is A. 9.82 .To find the total reaction to the drug from t = 3 to t = 11, we need to evaluate the definite integral of the rate of reaction function R'(t) over the given interval.

The integral can be expressed as follows:

∫[3, 11] (7/t + 3/t^2) dt

To solve this integral, we can break it down into two separate integrals:

∫[3, 11] (7/t) dt + ∫[3, 11] (3/t^2) dt

Integrating each term separately:

∫[3, 11] (7/t) dt = 7ln|t| |[3, 11] = 7ln(11) - 7ln(3)

∫[3, 11] (3/t^2) dt = -3/t |[3, 11] = -3/11 + 3/3

Simplifying further:

7ln(11) - 7ln(3) - 3/11 + 1

Calculating the numerical value:

≈ 9.82

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a salvage value of $7,000 after 4 years. At a MARR of 12% per year, when comparing the alternatives, the equation of PW is written as:
a. PWX=−20,000−9000(P/A,12%,4)+5000(P/F1,12%,4)−15000(P/F,12%,4)
b. PWX=−20,000−9000(P/A,12%,4)+5000(P/F,12%,2)−15000(P/F,12%,2)
c. None of these answers
d. PWX=−20,000+9000(P/A,12%,4)+5000(P/F,12%,4)−15000(P/F,12%,2)

Answers

The correct equation for comparing the alternatives with a salvage value of $7,000 after 4 years and a MARR of 12% per year is b. PWX = -20,000 - 9000(P/A,12%,4) + 5000(P/F,12%,2) - 15000(P/F,12%,2).

The correct equation for the present worth (PW) when comparing the alternatives with a salvage value of $7,000 after 4 years and a MARR of 12% per year is:

b. PWX = -20,000 - 9000(P/A,12%,4) + 5000(P/F,12%,2) - 15000(P/F,12%,2)

This equation takes into account the initial cost of -$20,000, the cash inflow of $9,000 per year for 4 years (P/A,12%,4), the salvage value of $5,000 at the end of year 2 (P/F,12%,2), and the salvage value of $15,000 at the end of year 4 (P/F,12%,4).

Therefore, the correct option is b. PWX = -20,000 - 9000(P/A,12%,4) + 5000(P/F,12%,2) - 15000(P/F,12%,2).

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When using population size as the explanatory variable, x, and broadband subscribers as the response variable, y, for data on the number of individuals in a country with broadband access and the population size for 31 nations, the regression equation is
y
^

=4,999,493+0.0279x a. Interpret the slope of the regression equation. Is the association positive or negative? Explain what this means. b. Predict broadband subscribers at the (i) population size 7,011,426, (ii) population size 1,265,593,213 c. For one nation, y=73,553,000, and x=308,698,674. Find the predicted broadband use and the residual for this nation. Interpret the value of this residual When using population size as the explanatory variable, x, and broadband subscribers as the response variable, y, for data on the number of individuals in a country with broadband access and the population size for 32 nations, the regression equation is
y
^

=4,953,708+0.0348x a. Interpret the slope of the regression equation. Is the association positive or negative? Explain what this means b. Predict broadband subscribers at the (i) population size 7,010,054, (ii) population size 1,174,650,355 c. For one nation, y=72,881,000, and x=296,902,461. Find the predicted broadband use and the residual for this nation. Interpret the value of this residual. a. Since the association is

Answers

0.0279 implies that there is a positive association between population size and broadband subscribers.

a. Interpretation of the slope of the regression equation is:

As per the regression equation y = 4,999,493 + 0.0279x, the slope of the regression equation is 0.0279.

If the population size (x) increases by 1, the broadband subscribers (y) will increase by 0.0279.

This implies that there is a positive association between population size and broadband subscribers.

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Solve the system of equations by any method.
-3x+24y=9
x-8y = -3
Enter the exact answer as an ordered pair, (x, y).
If there is no solution, enter NS. If there is an infinite number of solutions, enter the general solution as an ordered pair in terms of x.
Include a multiplication sign between symbols. For example, a * x.

Answers

The provided equations are inconsistent so there is no solution to the system of equations.

To solve the system of equations:

1) -x + 2y = -1

2) 6x - 12y = 7

We can use the method of substitution or elimination to find the values of x and y that satisfy both equations.

Let's use the method of elimination:

Multiplying equation 1 by 6, we get:

-6x + 12y = -6

Now, we can add Equation 2 and the modified Equation 1:

(6x - 12y) + (-6x + 12y) = 7 + (-6)

Simplifying the equation, we have:

0 = 1

Since 0 does not equal 1, we have an inconsistent equation. This means that the system of equations has no solution.

Therefore, the answer is NS (no solution).

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Determine the equation for each polynomial function.

a) A cubic function with zeros -3 (multiplicity 2) and 2, and y-intercept -36

b) A quartic (fourth degree) function with a negative leading coefficient, zeros -2 (multiplicity 2) and 3 (multiplicity 2), and a constant term of -6.

Answers

The solutions for the given polynomial function are:

a) The equation for the cubic function is: f(x) = 2(x + 3)(x + 3)(x - 2)

b) The equation for the quartic function is: f(x) = -1/6(x + 2)(x + 2)(x - 3)(x - 3)

a) To determine the equation for the cubic function with zeros -3 (multiplicity 2) and 2 and a y-intercept of -36, we can use the factored form of a cubic function:

[tex]f(x) = a(x - r_1)(x - r_2)(x - r_3)[/tex]

where [tex]r_1[/tex], [tex]r_2[/tex] and [tex]r_3[/tex] are the function's zeros, and "a" is a constant that scales the function vertically.

In this case, the zeros are -3 (multiplicity 2) and 2. Thus, we have:

f(x) = a(x + 3)(x + 3)(x - 2)

To determine the value of "a," we can use the y-intercept (-36). Substituting x = 0 and y = -36 into the equation, we have:

-36 = a(0 + 3)(0 + 3)(0 - 2)

-36 = a(3)(3)(-2)

-36 = -18a

Solving for "a," we get:

a = (-36) / (-18) = 2

Therefore, the equation for the cubic function is:

f(x) = 2(x + 3)(x + 3)(x - 2)

b) To determine the equation for the quartic function with a negative leading coefficient, zeros -2 (multiplicity 2) and 3 (multiplicity 2), and a constant term of -6, we can use the factored form of a quartic function:

[tex]f(x) = a(x - r_1)(x - r_1)(x - r_2)(x - r_2)[/tex]

where [tex]r_1[/tex] and [tex]r_2[/tex] are the zeros of the function, and "a" is a constant that scales the function vertically.

In this case, the zeros are -2 (multiplicity 2) and 3 (multiplicity 2). Thus, we have:

f(x) = a(x + 2)(x + 2)(x - 3)(x - 3)

To determine the value of "a," we can use the constant term (-6). Substituting x = 0 and y = -6 into the equation, we have:

-6 = a(0 + 2)(0 + 2)(0 - 3)(0 - 3)

-6 = a(2)(2)(-3)(-3)

-6 = 36a

Solving for "a," we get:

a = (-6) / 36 = -1/6

Therefore, the equation for the quartic function is:

f(x) = -1/6(x + 2)(x + 2)(x - 3)(x - 3)

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If <1 congruent <2 and <2 congruent <3 then <1 congruent <3

Answers

The necessary step prior to the conclusion is applying the transitive property of congruence

In order to reach the conclusion that angle 1 is congruent to angle 3 in a trapezoid, we need to apply the transitive property of congruence. This property states that if two objects are each congruent to a third object, then they are congruent to each other.

Given that angle 1 is congruent to angle 2 and angle 2 is congruent to angle 3, we can identify two pairs of congruent angles. To establish the relationship between angles 1 and 3, we need to utilize the transitive property, which allows us to connect these two pairs.

First, we establish angle 1 ≅ angle 2 based on the given information. Then, we use the transitive property to conclude that angle 2 ≅ angle 3. Finally, by applying the transitive property again, we can state that angle 1 ≅ angle 3.

By carefully applying the transitive property in this logical sequence, we can confidently conclude that angle 1 is congruent to angle 3 in the given trapezoid.

The question was incomplete. find the full content below:
Given: angle 1 is congruent to angle 2, Angle 2 is congruent to angle 3. Conclusion: angle 1 is congruent to angle 3.

What steps are needed prior to the conclusion.  Its a trapezoid.

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Someone please help me w this

Answers

The perimeter and the area of each composite figure are, respectively:

Case 10: Perimeter: p = 16 + 8√2, Area: A = 24

Case 12: Perimeter: p = 28, Area: A = 32

Case 14: Perimeter: p = 6√2 + 64 + 3π , Area: A = 13 + 9π

How to determine the perimeter and the area of the shaded figure

In this question we find three composite figures, whose perimeter and area must be found. The perimeter is the sum of all side lengths, while the area is the sum of the areas of simple figures. The length of each line is found by Pythagorean theorem:

r = √[(Δx)² + (Δy)²]

Δx - Horizontal distance.Δy - Vertical distance.

The perimeter of the semicircle is given by following formula:

s = π · r

And the area formulas needed are:

Rectangle

A = w · l

Triangle

A = 0.5 · w · l

Semicircle

A = 0.5π · r²

Where:

w - Widthl - Heightr - Radius

Now we proceed to determine the perimeter and the area of each figure:

Case 10

Perimeter: p = 2 · 8 + 4 · √(2² + 2²) = 16 + 8√2

Area: A = 4 · 0.5 · 2² + 4² = 8 + 16 = 24

Case 12

Perimeter: p = 2 · 4 + 4 · 2 + 4 · 2 + 2 · 2 = 8 + 8 + 8 + 4 = 28

Area: A = 4 · 6 + 2 · 2² = 24 + 8 = 32

Case 14

Perimeter: p = 2√(3² + 3²) + 2 · 2 + 2 · 2 + 2 · 2 + π · 3 = 6√2 + 64 + 3π

Area: A = 2 · 0.5 · 3² + 2² + π · 3² = 9 + 4 + 9π = 13 + 9π

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what are the dimensions of a standard piece of paper

Answers

A standard piece of paper typically has dimensions of 8.5 inches by 11 inches (21.59 cm by 27.94 cm).

These dimensions refer to the North American standard paper size known as "Letter" or "US Letter." It is commonly used for various purposes such as printing documents, letters, and reports. The dimensions are based on the traditional imperial measurement system, specifically the United States customary units. The longer side of the paper is known as the "letter" or "long" side, while the shorter side is called the "legal" or "short" side.

The 8.5 by 11 inch size provides a versatile and widely accepted format for printing and documentation needs.

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Surface Integral. Evaluate the surface integral ∬ SzdS where S is the parallelogram with parametric equations x=−6u−4v,y=6u+3v,z=u+v,1≤u≤2,4≤v≤5

Answers

To evaluate the surface integral ∬ SzdS over the parallelogram S defined by the parametric equations x = -6u - 4v, y = 6u + 3v, z = u + v, with the given limits of 1 ≤ u ≤ 2 and 4 ≤ v ≤ 5, we can use the surface area element and parameterize the surface using u and v.

The integral can be computed as ∬ SzdS = ∬ (u + v) ||r_u × r_v|| dA, where r_u and r_v are the partial derivatives of the position vector r(u, v) with respect to u and v, respectively, and ||r_u × r_v|| represents the magnitude of their cross product. The detailed explanation will follow.

To evaluate the surface integral, we first need to parameterize the surface S. Using the given parametric equations, we can express the position vector r(u, v) as r(u, v) = (-6u - 4v) i + (6u + 3v) j + (u + v) k.

Next, we calculate the partial derivatives of r(u, v) with respect to u and v:

r_u = (-6) i + 6 j + k

r_v = (-4) i + 3 j + k

Taking the cross product of r_u and r_v, we get:

r_u × r_v = (6k - 3j - 6k) - (k + 4i + 6j) = -4i - 9j

Now, we calculate the magnitude of r_u × r_v:

||r_u × r_v|| = √((-4)^2 + (-9)^2) = √(16 + 81) = √97

We can rewrite the surface integral as:

∬ SzdS = ∬ (u + v) ||r_u × r_v|| dA

To evaluate the integral, we need to calculate the area element dA. Since S is a parallelogram, its area can be determined by finding the cross product of two sides. Taking two sides of the parallelogram, r_u and r_v, their cross product gives the area vector A:

A = r_u × r_v = (-6) i + (9) j + (9) k

The magnitude of A represents the area of the parallelogram S:

||A|| = √((-6)^2 + (9)^2 + (9)^2) = √(36 + 81 + 81) = √198

Now, we can compute the surface integral as:

∬ SzdS = ∬ (u + v) ||r_u × r_v|| dA

        = ∬ (u + v) (√97) (√198) dA

Since the limits of integration for u and v are given as 1 ≤ u ≤ 2 and 4 ≤ v ≤ 5, we integrate over this region. The final result will depend on the specific values of u and v and the integrand (u + v), which need to be substituted into the integral.

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Find the slope of the tangent line to the polar curve r=cos(7θ) at θ= π/4. Enter as an integer or fraction in lowest terms.
Slope =

Answers

The slope of the tangent line to the polar curve r = cos(7θ) at θ = π/4 is -7√2/2.

To find the slope of the tangent line to the polar curve at a specific point, we can use the derivative of the polar curve equation with respect to θ.

The polar curve equation is given by r = cos(7θ).

To find the derivative of r with respect to θ, we'll need to use the chain rule. Let's calculate it step by step.

1. Differentiate r with respect to θ:

dr/dθ = d/dθ(cos(7θ))

2. Apply the chain rule:

dr/dθ = -sin(7θ) * d(7θ)/dθ

3. Simplify:

dr/dθ = -7sin(7θ)

Now, we have the derivative of r with respect to θ. To find the slope of the tangent line at θ = π/4, substitute the value into the derivative:

slope = dr/dθ at θ = π/4

      = -7sin(7(π/4))

      = -7sin(7π/4)

We can simplify this further by using the trigonometric identity sin(θ + π) = -sin(θ):

slope = -7sin(7π/4)

      = -7sin(π/4 + π)

      = -7sin(π/4)

      = -7(√2/2)

      = -7√2/2

Therefore, the slope of the tangent line to the polar curve r = cos(7θ) at θ = π/4 is -7√2/2.

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The​ least-squares regression equation is where y= 717.1x+14.415 is the median income and x is the percentage of 25 years and older with at least a​ bachelor's degree in the region. The scatter diagram indicates a linear relation between the two variables with a correlation coefficient of . Complete parts​ (a) through​ (d). Predict the median income of a region in which

20​% of adults 25 years and older have at least a​ bachelor's degree.

Answers

Given that the least-squares regression equation is

y = 717.1x + 14.415 is the median income and x is the percentage of 25 years and older with at least a bachelor's degree in the region.

The scatter diagram indicates a linear relation between the two variables with a correlation coefficient of, then we need to complete parts (a) through (d).

a. What is the independent variable in this analysis?

The independent variable in this analysis is x, which is the percentage of 25 years and older with at least a bachelor's degree in the region.

b. What is the dependent variable in this analysis?

The dependent variable in this analysis is y, which is the median income of the region.

c. What is the slope of the regression line?

The slope of the regression line is 717.1.

d. Predict the median income of a region in which 20% of adults 25 years and older have at least a bachelor's degree.

To find the median income of a region in which 20% of adults 25 years and older have at least a bachelor's degree, we need to substitute x = 20 in the given equation:

y = 717.1(20) + 14.415

y = 14342 + 14.415

y = 14356.415

Thus, the predicted median income of a region in which 20% of adults 25 years and older have at least a bachelor's degree is $14356.42.

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IP The x and y components of a vector
r
are r
x

= 14 m and r
y

=−8.5 m, respectively. Find the direction and of the vector
r
. Express your answer using two significant figures. Part B Find the magnitude of the vector
r
. Express your answer using two significant figures. Suppose tha r
x

and r
y

are doubled, find the direction and the magnitude of the new vector
r


. Express your answer using two significant figures. Part D Express your answer using two significant figures

Answers

The magnitude of the vector r is 16.4 m (approx). The magnitude of the new vector r' is 32.8 m (approx).

Part A:

The direction of the vector r is given by the angle θ that it makes with the x-axis as shown below.

As per the given data,x-component of vector r = r_x = 14 my-component of vector r = r_y = −8.5 m

Let's calculate the magnitude of the vector r first using the Pythagorean theorem as follows:

r = √(r_x² + r_y²)

r = √((14 m)² + (-8.5 m)²)

r = √(196 m² + 72.25 m²)

r = √(268.25 m²)

r = 16.4 m (approx)

Thus, the magnitude of the vector r is 16.4 m (approx).

Now, let's calculate the direction of the vector r, which is given by the angle θ as shown in the above diagram:

θ = tan⁻¹(r_y / r_x)

θ = tan⁻¹((-8.5 m) / (14 m))

θ = -30.1° (approx)

Thus, the direction of the vector r is -30.1° (approx).

Part B: We have already calculated the magnitude of the vector r in Part A as 16.4 m (approx).

Therefore, the magnitude of the vector r is 16.4 m (approx).

Part C:If r_x and r_y are doubled, then the new components of the vector r' are given by:

r'_x = 2

r_x = 2(14 m)

= 28 m and

r'_y = 2

r_y = 2(-8.5 m)

= -17 m.

Let's calculate the magnitude of the vector r' first using the Pythagorean theorem as follows:

r' = √(r'_x² + r'_y²)

r' = √((28 m)² + (-17 m)²)

r' = √(784 m² + 289 m²)

r' = √(1073 m²)

r' = 32.8 m (approx)

Thus, the magnitude of the new vector r' is 32.8 m (approx).

Now, let's calculate the direction of the vector r', which is given by the angle θ' as shown in the below diagram:

θ' = tan⁻¹(r'_y / r'_x)

θ' = tan⁻¹((-17 m) / (28 m))

θ' = -29.2° (approx)

Thus, the direction of the new vector r' is -29.2° (approx).

Part D:We have already calculated the magnitude of the new vector r' in Part C as 32.8 m (approx).

Therefore, the magnitude of the new vector r' is 32.8 m (approx).

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18. Select the proper placement for parentheses to speed up the addition for the expression \( 4+6+5 \) A. \( (4+6)+5 \) B. \( 4+(6+5) \) C. \( (5+6)+4 \) D. \( (5+4)+6 \)

Answers

The proper placement for parentheses to speed up the addition for the expression is (4+6)+5 The correct answer is A.

To speed up the addition for the expression 4+6+5, we can use the associative property of addition, which states that the grouping of numbers being added does not affect the result.

In this case, we can add the numbers from left to right or from right to left without changing the result. However, to speed up the addition, we can group the numbers that are closest together first.

Therefore, the proper placement for parentheses to speed up the addition is:

A. (4+6)+5

By grouping 4+6 first, we can quickly calculate the sum as 10, and then add 5 to get the final result.

So, the correct answer is option A. (4+6)+5

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Consider the statements and select the correct option below.
(a) cos(x) = 1-sin(x)/(cos(x)+cot(x))
(b) sin(x) = 1-cos(x)/(sec(x)+tan(x))
1. Only (a) is true
2. Only (b) is true
3. Both (a) and (b) are true
4. Neither (a) nor (b) are true

Answers

Option- 3 is correct that is both a and b are true.

a. The statement is true that is cosx = [tex]1 - \frac{sinx}{cscx+cotx}[/tex]

b. The statement is true that is sinx = [tex]1 - \frac{cosx}{secx+tanx}[/tex]

Given that,

a. We have to prove the statement is true or false.

Statement: cosx = [tex]1 - \frac{sinx}{cscx+cotx}[/tex]

Now, Take the right hand side

= [tex]1 - \frac{sinx}{cscx+cotx}[/tex]

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

By using LCM

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

= [tex]1 - \frac{sinx\times sinx}{1+cosx} }[/tex]

= [tex]1 - \frac{sin^2x}{1+cosx} }[/tex]

= [tex]\frac{1+cosx - sin^2x}{1+cosx} }[/tex]

We know from trigonometric identities 1 - sin²x = cos²x

= [tex]\frac{cos^2x+cosx }{1+cosx} }[/tex]

= [tex]\frac{cosx(1+cosx )}{1+cosx} }[/tex]

= cosx

LHS = RHS

Therefore, The statement is true

b. We have to prove the statement is true or false.

Statement: sinx = [tex]1 - \frac{cosx}{secx+tanx}[/tex]

Now, Take the right hand side

= [tex]1 - \frac{cosx}{secx+tanx}[/tex]

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

By using LCM

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

= [tex]1 - \frac{cosx\times cosx}{1+sinx} }[/tex]

= [tex]1 - \frac{cos^2x}{1+sinx} }[/tex]

= [tex]\frac{1+sinx - cos^2x}{1+sinx} }[/tex]

We know from trigonometric identities 1 - cos²x = sin²x

= [tex]\frac{sin^2x+sinx }{1+sinx} }[/tex]

= [tex]\frac{cosx(1+sinx )}{1+sinx} }[/tex]

= sinx

LHS = RHS

Therefore, The statement is true

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ertanyaan

Use the fifth partial sum of the exponential series to approximate each value. Round to three decimal places.


2.5
e
−2.5

Answers

using the fifth partial sum of the exponential series, the approximation for e^(-2.5) is approximately 1.649 (rounded to three decimal places).

To approximate the value of e^(-2.5) using the fifth partial sum of the exponential series, we can use the formula:

e^x = 1 + x + (x^2 / 2!) + (x^3 / 3!) + (x^4 / 4!) + ... + (x^n / n!)

In this case, we have x = -2.5. Let's calculate the fifth partial sum:

e^(-2.5) ≈ 1 + (-2.5) + (-2.5^2 / 2!) + (-2.5^3 / 3!) + (-2.5^4 / 4!)

Using a calculator or performing the calculations step by step:

e^(-2.5) ≈ 1 + (-2.5) + (6.25 / 2) + (-15.625 / 6) + (39.0625 / 24)

e^(-2.5) ≈ 1 - 2.5 + 3.125 - 2.60417 + 1.6276

e^(-2.5) ≈ 1.64893

Therefore, using the fifth partial sum of the exponential series, the approximation for e^(-2.5) is approximately 1.649 (rounded to three decimal places).

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please Help quick
quickly please due soon

Answers

The value of x, using the angle addition postulate, is given as follows:

x = 24.

What does the angle addition postulate state?

The angle addition postulate states that if two or more angles share a common vertex and a common angle, forming a combination, the measure of the larger angle will be given by the sum of the measures of each of the angles.

For this problem, we have that the angles form a circle, meaning that the total angle measure is of 360º.

Hence, we apply the postulate to obtain the value of x as follows:

7x + 2x + x + 5x = 360

15x = 360

x = 360/15

x = 24.

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Interest rates were at historical highs in the early 1980s. In August of 1981, you could earn 17.5% compounded annually on a five-year term deposit with a Canadian bank. Since then, the interest rate offered on five-year term deposits dropped to a low of 2.0% compounded annually in February of 2019. On a $10,500 deposit for a term of five years, how much more would you have earned at the historical high interest rate than at the more recent low rate? (Round your intermediate calculations and final answer to 2 decimal places.)Difference Mazen is a project manager in a software consulting organization. He is in the processof helping an individual create a project charter. Which of the following is usually not acomponent of a Project CharterProject JustificationProject Activity ScheduleProject Success CriteriaProject High-level Risks When we justify data or articulate an epistemology for data wea. Focus on how data is described or reportedb. 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An unbiased die is rolled 4 times for part (a) and (b). a) Explain and determine how many possible outcomes from the 4 rolls. b) Explain and determine how many possible outcomes are having exactly 2 out of the 4 rolls with a number 1 or 2 facing upward. c) Hence, with the part (a) and (b), write down the probability of having exactly 2 out of the 4 rolls with a number 1 or 2 facing upward. An unbiased die is rolled 6 times for part (d) to part (h). d) An event A is defined as a roll having a number 1 or 2 facing upward. If p is the probability that an event A will happen and q is the probability that the event A will not happen. By using Binomial Distribution, clearly indicate the various parameters and their values, explain and determine the probability of having exactly 2 out of the 6 rolls with a number 1 or 2 facing upward. Theory___ managers see employees as having a general dislike for work and an unwillingness to accept responsibility.Select one:a. Ab. Xc. Yd. Z Explain how "CRAFTED" governance principles can be applied in choosing the right people (top managers), the right team (board members), and the right processes (improved decision-making of the board). 15 marks During this phase of cell division, organelles duplicate and centrosome replication begins.A. interphaseB. prophaseC. telophaseD. metaphaseE. anaphase which type of agency relationship do most new york real estate firms practice f(x)=x^2+6g(x)=x5h(x)=xfgh(9)= Explain how firms determine their optimal capitalbudget, along with any limitations or difficulties incurred whenapplying the simplified approach as discussed inlectures/tutorials. _________may be achieved through either symmetry or asymmetry. When Mike's friend lost his job, Mike felt bad for him and took him out to dinner to cheer him up. In terms of emotional intelligence, Mike demonstrated a. character b. accountability c. social awareness d. self-awareness Describe the roles of heat, pressure, and water in the origin of magma. A company manufactures and sell x cell phones per week. The weekly price demand and cost equation are giver: p=500-0.1x and C(x)=15,000 +140x(A) What price should the company charge for the phones, and how many phones should be produced to maximize the weekly revenue? What is the maximum weekly revenue?The company should produce ____phones per week at a price of $______The maximum weekly revenue is $_________(round to nearest cent)B) What price should the company charge for the phones and how many phones should be produced to maximize the weekly profit? What is the weekly profit?The company should produce______phone per week at a price of $______(round to nearest cent)The maximum weekly profit is $________(round to nearest cent) A population of unknown shape has a mean of 75 . Forty samples from this population are selected and the standard deviation of the sample is 5 . Determine the probability that the sample mean is (i). less than 74 . (ii). between 74 and 76. "What indicators would you look for in assessing the politicalriskiness of an investment in Eastern Europe? Use the accompanying data set to complete the following actions. a. Find the quartiles. b. Find the interquartile range. c. Identify any outiers. a. Find the quartiles, The first quartile, Q 1 , is The second quartile, Q 2 , is The third quartile, Q 3 , is (Type integers or decimals.) b. Find the interquartile range. The interquartile range (IQR) is (Type an integer or a decimal.) c. Identify any outliers. Choose the correct choice below. A. There exists at least one outlier in the data set at (Use a comma to separate answers as needed.) B. There are no outliers in the data set. Recently Garden Edge Designers has opened an office in Calgary. They help homeowners and also retail businesses design their gardens and outdoor spaces. To develop their strategy, they have hired some students at SAIT to look into current competitors, government policy, customer trends and economic trends to see if there are any threats or opportunities on the horizon. What will the students be conducting for Garden Edge Designers? a market audit a competitive advantage search an environmental scan a market research study