(a) Suppose X~ N(0,1). Show that Cov(X, X2) = 0, but X and X2 are not independent. Thus a lack of correlation does not imply independence. (b) For any two random variables X and Y, show that Cov(X,Y =(Cov(X, Y) /Var(X) )(X- E[X])) = 0.

Answers

Answer 1

(a) The lack of correlation does not imply independence. (b) The, Cov(X,Y) / Var(X) = 0 Which proves that Cov(X,Y) = 0.

(a)Let X ~ N(0,1)where X has the mean of 0 and variance of 1We know thatCov(X, X2) = E[X*X^2] - E[X]E[X^2] (Expanding the definition)We also know that E[X] = 0, E[X^2] = 1 and E[X*X^2] = E[X^3] (As X is a standard normal, its odd moments are 0)Therefore, Cov(X, X^2) = E[X^3] - 0*1 = E[X^3]Now, we know that E[X^3] is not zero, therefore Cov(X, X^2) is not zero either. But, X and X^2 are not independent variables. So, the lack of correlation does not imply independence.

(b)We know that Cov(X,Y) = E[XY] - E[X]E[Y]Thus, E[XY] = Cov(X,Y) + E[X]E[Y]/ Also, E[(X - E[X])] = 0 (This is because the mean of the centered X is 0). Therefore ,E[X(X - E[X])] = E[XY - E[X]Y]Using the definition of Covariance ,Cov(X,Y) = E[XY] - E[X]E[Y]. Thus,E[XY] = Cov(X,Y) + E[X]E[Y]Substituting this value in the previous equation, E[X(X - E[X])] = Cov(X,Y) + E[X]E[Y] - E[X]E[Y] Or,E[X(X - E[X])] = Cov(X,Y).Thus using variance ,Cov(X,Y) / Var(X) = E[X(X - E[X])] / Var(X)And, we know that E[X(X - E[X])] = 0.

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Related Questions

(The teacher asks Marvin to calculate soil productivity. The following data are given: "The farmer Mahlzahn owns 8 hectares of land. With this land he has a potato yield of 60 tons.") Select one:
O 7,5 Tonnen pro Hektar (7,5 tons per hectare)
O Keine Antwort ist richtig (No answer is correct)
O 480 Tonnen pro Hektar (480 tons per hectare)
O 0,133 Tonnen pro Hektar (0,133 tons per hectare)

Answers

The soil productivity is 7.5 tons per hectare.

The teacher asks Marvin to calculate soil productivity. The following data are given: "The farmer Mahlzahn owns 8 hectares of land. With this land he has a potato yield of 60 tons."

Yield per hectare = Total yield / Total land area Yield per hectare

= 60 tons / 8 hectares

Yield per hectare = 7.5 tons per hectare

Therefore, the correct answer would be 7.5 tons per hectare.

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Turkey has a total of 21.000.000 households, among which 20.000.000 households have a TV and there are 25.000.000 sold televisions in the country. During the Final of the Survivor'21 on 25th of June 2021 Friday evening 15.000.000 households had their TV on, but only 10.000.000 of them were watching Survivor' s Final. What is TVHH in Turkey, how much is H.U.T., share and rating ratios by the Survivor Final (40p.) ?

Answers

The rating ratio is = 0.67 or 67%.

To calculate the TV Household (TVHH) in Turkey, we need to determine the number of households that have a TV. Given that there are 20,000,000 households with a TV out of a total of 21,000,000 households, the TVHH in Turkey is 20,000,000.

H.U.T. (Homes Using Television) refers to the number of households that had their TV on. In this case, it is mentioned that 15,000,000 households had their TV on during the Survivor'21 Final.

The share ratio for the Survivor'21 Final can be calculated by dividing the number of households watching the final (10,000,000) by the total number of households with a TV (20,000,000). Therefore, the share ratio is 10,000,000 / 20,000,000 = 0.5 or 50%.

The rating ratio is calculated by dividing the number of households watching the final (10,000,000) by the total number of households with their TV on (15,000,000).

Therefore, the rating ratio is 10,000,000 / 15,000,000 = 0.67 or 67%.

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What inequality represents the following situation,
"Boris and Tam are planning a birthday party for their friend Kishara. They pooled their
money and have agreed to spend $35 or less on a gift and cake."

Answers

The inequality that represents the situation described is:

Boris + Tam ≤ $35

To represent the given situation with an inequality, we need to consider the total amount of money Boris and Tam have for the birthday party. Let's assume Boris has x dollars and Tam has y dollars.

1. Boris and Tam pooled their money, so we need to add their individual amounts together:

  Boris + Tam

2. According to the situation, they have agreed to spend $35 or less on a gift and cake. This means the total amount they spend should be less than or equal to $35.

Therefore, the inequality can be written as:

Boris + Tam ≤ $35

This inequality ensures that the combined amount Boris and Tam spend on the gift and cake does not exceed $35. It allows for the possibility of spending less than $35 as well.

By using this inequality, Boris and Tam can ensure they stay within their budget while planning the birthday party for their friend Kishara.

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A bag contains 5 red marbles, 4 black marbles, 2 purple marbles, and 1 pink marble. Sam picks a marble, replaces it, and picks again. What is the probability of selecting a red marble and then a purple marble?​

Answers

Answer: 5/72

Step-by-step explanation:

There are a total of 12 marbles in the bag.

The probability of selecting a red marble on the first pick is 5/12, and the probability of selecting a purple marble on the second pick is 2/12 or 1/6.

Since Sam replaces the marble back in the bag after the first pick, the probability of selecting a red marble on the first pick is not affected by the second pick.

Therefore, the probability of selecting a red marble and then a purple marble is the product of the probabilities of each event:

5/12 × 1/6 = 5/72

Thus, the probability of selecting a red marble and then a purple marble is 5/72.

Question 5 (20 marks) Joanne bought a new hot tub and an above-ground swimming pool. She was able to pay $800 per month at the end of each month for 4 years. How much did she pay by the end of the 4 years if the interest rate was 3.4% compounded monthly?

Answers

The total amount Joanne paid by the end of 4 years is $40,572.43.

To calculate the total amount Joanne paid, we can use the formula for the future value of an ordinary annuity. The formula is given by:

FV = P * ((1 + r)^n - 1) / r

Where:

FV = future value

P = payment amount per period

r = interest rate per period

n = number of periods

In this case, Joanne made monthly payments of $800 for 4 years, which corresponds to 4 * 12 = 48 periods. The interest rate is 3.4% per year, compounded monthly. We need to convert the annual interest rate to a monthly interest rate, so we divide it by 12. Thus, the monthly interest rate is 3.4% / 12 = 0.2833%.

Substituting these values into the formula, we have:

FV = 800 * ((1 + 0.2833%)^48 - 1) / 0.2833%

Evaluating the expression, we find that the future value is approximately $40,572.43. Therefore, Joanne paid approximately $40,572.43 by the end of the 4 years.

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Which ordered pair can be plotted together with these four points, so that the resulting graph still represents a function?

Answers

The ordered pair that can be plotted together with these four points, so that the resulting graph still represents a function is (2, -1).

option C.

Which ordered pair can be plotted together?

The ordered pair that can be plotted together with these four points, so that the resulting graph still represents a function is determined as follows;

The four points include;

A = (1, 2)

B = (2, - 3)

C = (-2, - 2)

D = (-3,  1)

The  ordered pair that can be plotted together with these four points, must fall withing these coordinates. Going by this condition we can see that the only option that meet this criteria is;

(2, - 1)

Thus, the ordered pair that can be plotted together with these four points, so that the resulting graph still represents a function is (2, -1).

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22 Overview of Time Value of Money Without using a calculator, approximately what rate would you need to earn to turn $500 into $2.000 in 10 years? 7.2× 20%. Cannot be determined with the information provided. 14.4%

Answers

Approximately a rate of 14.4% would be required to turn $500 into $2,000 in 10 years

To arrive at this estimate, we can use the rule of 72, which states that to determine the number of years required to double your investment at a certain rate of return, you can divide 72 by that rate. In this case, we want to quadruple our investment, so we need to divide 72 by 4, which equals 18.

Next, we can divide the number of years by the amount of interest earned to arrive at an estimated rate. In this case, we can divide 10 years by 18, which equals approximately 0.56. To convert this to a percentage, we multiply by 100, which gives us an estimate of 56%.

However, we need to subtract the rate of inflation, which is typically around 2-3%, to arrive at a more realistic estimate. This gives us a final estimate of approximately 14.4%.

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Given that f(x) = x² - 2x and g(x) = x + 4, find
(a) (f+g)(x)=
(b) (f-g)(x)=
(c) (fg)(x)=
(d) (f/g)(x)=
Given that f(x) = (x-6)² and g(x) = 7 - 2x, find
(a) (f+g)(x)=
(b) (f-g)(x)=
(c) (fg)(x)=
(d)(f/g)(x)=

Answers

1. From the functions we get the values of

i. (f + g)(x) = x² - x + 4

ii. (f - g)(x) = x² - 3x - 4

iii. (fg)(x) = x³ - 6x² + 8x

iv. ([tex]\frac{f}{g}[/tex])(x) = [tex]\frac{x(x - 2)}{(x - 4)}[/tex]

2.From the functions we get the values of

i. (f + g)(x) = x² - 14x + 43

ii. (f - g)(x) = x² - 10x - 29

iii. (fg)(x) = -2x³ + 31x² - 156x + 252

iv. ([tex]\frac{f}{g}[/tex])(x) = [tex]\frac{(x^2 - 12x+36)}{(-2x + 7)}[/tex]

Given that,

1. The functions are f(x) = x² - 2x and g(x) = x + 4

i. We have to find the value of (f + g)(x)

(f + g)(x) = x² - 2x + x + 4              [by addition]

(f + g)(x) = x² - x + 4

ii. We have to find the value of (f - g)(x)

(f - g)(x) = x² - 2x - x - 4              [by subtraction]

(f - g)(x) = x² - 3x - 4

iii. We have to find the value of (fg)(x)

(fg)(x) = (x² - 2x)(x - 4)              [by multiplication]

(fg)(x) = x³ - 4x² - 2x² + 8x

(fg)(x) = x³ - 6x² + 8x

iv. We have to find the value of ([tex]\frac{f}{g}[/tex])(x)

([tex]\frac{f}{g}[/tex])(x) = [tex]\frac{(x^2 - 2x)}{(x - 4)}[/tex]              [by division]

([tex]\frac{f}{g}[/tex])(x) = [tex]\frac{x(x - 2)}{(x - 4)}[/tex]

Similarly we solve,

2. The functions are f(x) = (x - 6)² = x² - 12x + 36 and g(x) = -2x + 7

i. We have to find the value of (f + g)(x)

(f + g)(x) = x² - 12x + 36 -2x + 7

(f + g)(x) = x² - 14x + 43

ii. We have to find the value of (f - g)(x)

(f - g)(x) = x² - 12x + 36 + 2x - 7

(f - g)(x) = x² - 10x - 29

iii. We have to find the value of (fg)(x)

(fg)(x) = (x² - 12x + 36)(-2x + 7)

(fg)(x) = -2x³ + 7x² + 24x² - 84x - 72x + 252

(fg)(x) = -2x³ + 31x² - 156x + 252

iv. We have to find the value of ([tex]\frac{f}{g}[/tex])(x)

([tex]\frac{f}{g}[/tex])(x) = [tex]\frac{(x^2 - 12x+36)}{(-2x + 7)}[/tex]

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Evaluate the integral ∫0​[(7te5t2)i+(e−6t)j+(1)k]dt ∫01​[(7te5t2)i+(e−6t)j+(1)k]dt=(∣___i+(∣___j+(∣___k

Answers

The integral ∫₀¹ [tex][(7te^{5t^2})i + (e^{-6t})j + (1)k][/tex] dt evaluates to (1/10)e - [tex](1/36)e^{-36}[/tex] + t + C, where C is the constant of integration.

To evaluate the given integral, we need to integrate each component separately. Let's start with the i-component. The integral of 7te^(5t^2) with respect to t can be solved using the u-substitution method, where u = 5t^2 and du = 10t dt. After substituting, we get (1/10)∫e^u du, which simplifies to (1/10)e^u. Plugging back in the original variable, we have (1/10)e^(5t^2) for the i-component.

Moving on to the j-component, we have the integral of e^(-6t). This integral can be evaluated directly using the power rule for integration, giving us (-1/6)e^(-6t) for the j-component.

Lastly, the k-component is a constant, so its integral is simply tk + C. Since we are integrating from 0 to 1, the k-component evaluates to 1.

Putting it all together, we have (1/10)e^(5t^2)i - (1/6)e^(-6t)j + tk + C. Evaluating the limits of integration, we get (1/10)e - (1/36)e^(-36) + t + C. The constant of integration, C, represents the arbitrary constant that appears when integrating, and its specific value would depend on additional information or initial conditions given in the problem.

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Consider the functions f(x)=log100x2+4x and g(x)=4x+4. Compare the derivatives of these two functions. Explain your comparison.

Answers

We can conclude that the derivatives of the two functions are different in terms of their form and dependence on x. The derivative of f(x) varies with x and involves algebraic expressions, while the derivative of g(x) is a constant value of 4.

To compare the derivatives of the functions f(x) = log100(x² + 4x) and g(x) = 4x + 4, let's first find their respective derivatives.

The derivative of f(x) can be found using the chain rule and logarithmic differentiation:

f'(x) = d/dx [log100(x² + 4x)]

= (1/(x² + 4x)) * d/dx [(x² + 4x)]

= (1/(x² + 4x)) * (2x + 4)

= (2x + 4)/(x² + 4x)

The derivative of g(x) is simply the derivative of a linear function:

g'(x) = d/dx [4x + 4]

= 4

Now, let's compare the derivatives of the two functions.

Comparing f'(x) = (2x + 4)/(x² + 4x) and g'(x) = 4, we can make the following observations:

The derivative of f(x) is a rational function, while the derivative of g(x) is a constant.

The derivative of f(x) is dependent on x and involves the terms (2x + 4) and (x² + 4x).

The derivative of g(x) is a constant function with a derivative value of 4.

Based on these comparisons, we can conclude that the derivatives of the two functions are different in terms of their form and dependence on x. The derivative of f(x) varies with x and involves algebraic expressions, while the derivative of g(x) is a constant value of 4.

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Find the eigenvalues of the matrix A=
[9 12
-4 −5 ]
The eigenvalues are (Enter your answers as a comma separated list. The list you enter should have repeated items if there are eigenvalues with multiplicity greater than one).

Answers

the eigenvalues of the matrix A = [9 12

                                                       -4 -5] are 1 and 3.

The eigenvalues of the matrix A can be found by solving the characteristic equation det(A - λI) = 0, where λ is the eigenvalue and I is the identity matrix.

For the given matrix A:

A = [9 12

    -4 -5]

We subtract λI from A, where I is the 2x2 identity matrix:

A - λI = [9-λ 12

           -4 -5-λ]

To find the determinant of A - λI, we compute:

det(A - λI) = (9-λ)(-5-λ) - (12)(-4)

           = λ^2 - 4λ - 45 + 48

           = λ^2 - 4λ + 3

Setting the determinant equal to zero and factoring:

λ^2 - 4λ + 3 = 0

(λ - 1)(λ - 3) = 0

The eigenvalues are λ = 1 and λ = 3.

Eigenvalues represent the scalar values λ for which the matrix A - λI is singular, meaning its determinant is zero. The characteristic equation captures these values, and solving it yields the eigenvalues. In this case, we found that the eigenvalues of matrix A are 1 and 3.

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Suppose that the value V of the inventory at Fido's Pet Supply, in thousands of dollars, decreases (depreciates) after t months, where V(t)=35t2/40−(t+3)2​ a) Find V(0),V(5),V(30), and V(70). b) Find the maximum value of the inventory over the interval (0,[infinity]). c) Sketch a graph of ₹ d) Does there seem to be a value below which V(t) will never fall? Explain. a) V(0)= (Round to two decimal places as needed.) \begin{tabular}{l|l} V(5)= & (Round to two decimal places as needed.) \\ V(30)= & (Round to two decimal places as needed.) \\ V(70)= & (Round to two decimal places as needed.) \end{tabular} b) To find the maximum value of the inventory over the interval (0,[infinity]), it is useful to find the derivative of V(i). Find V′(0).

Answers

To find V(0), V(5), V(30), and V(70), we substitute the given values of t into the function V(t) = (35t^2/40) - (t+3)^2. a) V(0): V(0) = (35(0)^2/40) - (0+3)^2 = 0 - 9 = -9.

V(5): V(5) = (35(5)^2/40) - (5+3)^2 = (35(25)/40) - (8)^2 = (875/40) - 64 ≈ 21.88 - 64≈ -42.12. V(30):V(30) = (35(30)^2/40) - (30+3)^2  (35(900)/40) - (33)^2 = (31500/40) - 1089 = 787.5 - 1089 ≈ -301.50. V(70): V(70) = (35(70)^2/40) - (70+3)^2 = (35(4900)/40) - (73)^2 = (171500/40) - 5329 = 4287.50 - 5329 ≈ -1041.50. b) To find the maximum value of the inventory over the interval (0, [infinity]), we need to find the derivative of V(t) and locate the critical points. Let's find V'(t): V(t) = (35t^2/40) - (t+3)^2; V'(t) = (35/40) * 2t - 2(t+3).

Simplifying: V'(t) = (35/20)t - 2t - 6 = (7/4)t - 2t - 6 = (7/4 - 8/4)t - 6 = (-1/4)t - 6. To find V'(0), we substitute t = 0 into V'(t): V'(0) = (-1/4)(0) - 6 = -6. c) From the graph of V(t), it appears that there is no value below which V(t) will never fall. As t increases, V(t) continues to decrease indefinitely.

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Min draws a card from a well-shuffled standard deck of 52 playing cards. Then she puts the card back in the deck, shuffles again, and draws another card from the deck. Determine the probability that both cards are face cards. a. 125/1
​ b.
99/7
​c.4/25 d. 9/169

Answers

The probability that both cards drawn are face cards is 9/169.

Explanation:

1st Part: To calculate the probability, we need to determine the number of favorable outcomes (getting two face cards) and the total number of possible outcomes (drawing two cards from a standard deck of 52 cards).

2nd Part:

There are 12 face cards in a standard deck: 4 jacks, 4 queens, and 4 kings. Since Min puts the first card back into the deck and shuffles again, the number of face cards remains the same for the second draw.

For the first card, the probability of drawing a face card is 12/52, as there are 12 face cards out of 52 total cards in the deck.

After putting the first card back and shuffling, the probability of drawing a face card for the second card is also 12/52.

To find the probability of both events occurring (drawing two face cards), we multiply the probabilities together:

(12/52) * (12/52) = 144/2704

The fraction 144/2704 can be simplified by dividing both the numerator and denominator by their greatest common divisor, which is 8:

(144/8) / (2704/8) = 18/338

Further simplifying the fraction, we divide both the numerator and denominator by their greatest common divisor, which is 2:

(18/2) / (338/2) = 9/169

Therefore, the probability that both cards drawn are face cards is 9/169 (option d).

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Find the missing information.
Arclength Radius Central angle
1.5ft π/4 rad
​Round to the nearest thousandth.

Answers

The missing information is the radius, which is approximately 2.121 feet.

To find the missing radius, we can use the formula for arc length:

Arc Length = Radius * Central Angle

Given that the arc length is 1.5 feet and the central angle is π/4 rad, we can rearrange the formula to solve for the radius:

Radius = Arc Length / Central Angle

Substituting the given values, we have:

Radius = 1.5 feet / (π/4 rad)

Simplifying further, we divide 1.5 by π/4:

Radius = 1.5 * (4/π) feet

Evaluating this expression, we find:

Radius ≈ 2.121 feet (rounded to the nearest thousandth)

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You suspect that a 6-sided die is not fair. Which statement would provide the best evidence that the die is unfair? A. You roll the die 1200 times and observe 4006 's B. You roll the die 12 times and observe 56 's C. You roll the die 120 times and observe 22.6 's D. You roll the die and observe 3 consecutive 6 's

Answers

Option A: "You roll the die 1200 times and observe 400 6s" would be the best proof that the die is unjust.

In comparison to the other options, Option A offers a significantly bigger sample size, which improves the accuracy and dependability of the findings.

There is a sizable quantity of data to be analyzed from the 1200 rolls, and the observation of 400 instances of the number 6 shows that the probability of rolling the number may be substantially higher than the anticipated probability of 1/6 for a fair 6-sided die.

Due to the significantly smaller sample sizes for Options B, C, and D, the results are less conclusive and more subject to chance changes.

Option B's 5 6s out of 12 rolls would fall within the realm of what a fair die might produce.

It is challenging to make firm conclusions from Option C's 22.6's (perhaps 22 or 23 occurrences of 6 out of 120 rolls), as it is still a small sample size.

Only the observation of three consecutive 6s is mentioned in Option D, and even with a fair die, this could infrequently occur by coincidence.

For a more reliable assessment of fairness, it's essential to have a larger sample size, as provided in option A.

This larger data set allows for better statistical analysis and a more accurate determination of whether the die is fair or not.

Hence the correct option is A.

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Jean camps beside a wide river and wonders how wide it is. She spots a large rock on the bank directly across from her. She then walks upstream until she judg that the angle between her and the rock, which she can still see clearly, is now at an angle of θ=45° downstream (see figure). Jean measures her stride to be about one yard long. The distance back to her camp is n=180 strides. About how far across, both in yards and in meters, is the river?

Answers

The width of river is 92.07 yards and 84.15 meters across.

Jean is trying to measure the distance across the river. From the question, it is evident that Jean spots a large rock on the bank directly across from her. She walks upstream until she judges that the angle between her and the rock, which she can still see clearly, is now at an angle of θ=45° downstream. The distance back to her camp is n=180 strides.

According to the given data,Let's take the width of the river as 'x' yards. Then, the distance traveled by Jean upstream would be (180*1)-x yards.

Using trigonometric function tan(θ) = opposite/adjacent, we can find the opposite side (width of the river) as:

tan(45) = x / [(180*1)-x]x = [(180*1)-x] tan(45)x + x tan(45) = 180*tan(45)x(1 + tan(45)) = 180tan(45) = 1x = 180 / (1 + tan(45))

The width of the river in yards is x = 92.07 yards (rounded to 2 decimal places). To convert the width of the river in meters, we multiply the width in yards by 0.9144 (1 yard = 0.9144 meters).

Therefore, the width of the river in meters = 92.07 * 0.9144 = 84.15 meters (rounded to 2 decimal places).

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Final answer:

To find the width of the river, use trigonometry. Set up an equation using the tangent of 45 degrees, solve for x, and convert the result to meters if necessary.

Explanation:

To find the width of the river, we can use trigonometry. Let's assume the width of the river is x yards. We have a right triangle formed by Jean, the rock, and the width of the river. The tangent of an angle is equal to the opposite side divided by the adjacent side. In this case, the tangent of 45 degrees is equal to n yards divided by x yards. So, we can write the equation as tan(45) = n / x.

To find x, we can rearrange the equation as x = n / tan(45).Substitute the values of n = 180 strides and tan(45) = 1 into the equation.Calculate x and convert it to meters if necessary.

Therefore, the width of the river is x yards and y meters.

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Find all points on the curve x2y2+xy=2 where the slope of the tangent line is −1. Use the linear approximation to estimate the given number (a) (1.999)4 (b) √100.5​ (c) tan2∘

Answers

The points on the curve [tex]x^2y^2[/tex] + xy = 2 where the slope of the tangent line is -1 can be found using the linear approximation. The linear approximation is then used to estimate (a) [tex](1.999)^4[/tex], (b) √100.5, and (c) [tex]tan(2 \circ)[/tex].

To find the points on the curve where the slope of the tangent line is -1, we need to differentiate the equation [tex]x^2y^2[/tex] + xy = 2 implicitly with respect to x. Differentiating the equation yields 2[tex]xy^2[/tex] + x^2(2y)(dy/dx) + y + x(dy/dx) = 0. Rearranging terms, we get (2[tex]xy^2[/tex] + y) + ([tex]x^2[/tex](2y) + x)(dy/dx) = 0.

Setting the expression in the parentheses equal to zero gives us two equations: 2[tex]xy^2[/tex] + y = 0 and[tex]x^2[/tex](2y) + x = 0. Solving these equations simultaneously, we find two critical points: (0, 0) and (-1/2, 1).

Next, we use the linear approximation to estimate the given numbers. The linear approximation is given by the equation Δy ≈ f'([tex]x_0[/tex]) Δx, where f'([tex]x_0[/tex]) is the derivative of the function at the point [tex]x_0[/tex], Δx is the change in x, and Δy is the corresponding change in y.

(a) For [tex](1.999)^4[/tex], we use the linear approximation with Δx = 0.001 (a small change around 2). Calculating f'(x) at x = 2, we get 32. Plugging these values into the linear approximation equation, we find Δy ≈ 32 * 0.001 = 0.032. Therefore, [tex](1.999)^4[/tex] ≈ 2 - 0.032 ≈ 1.968.

(b) For √100.5, we use the linear approximation with Δx = 0.5 (a small change around 100). Calculating f'(x) at x = 100, we get 0.01. Plugging these values into the linear approximation equation, we find Δy ≈ 0.01 * 0.5 = 0.005. Therefore, √100.5 ≈ 10 - 0.005 ≈ 9.995.

(c) For tan2°, we use the linear approximation with Δx = 1° (a small change around 0°). Calculating f'(x) at x = 0°, we get 1. Plugging these values into the linear approximation equation, we find Δy ≈ 1 * 1° = 1°. Therefore, tan2° ≈ 0° + 1° ≈ 1°.

the points on the given curve with a slope of -1 are (0, 0) and (-1/2, 1). Using the linear approximation, we estimate (a) [tex](1.999)^4[/tex] ≈ 1.968, (b) √100.5 ≈ 9.995, and (c) tan2° ≈ 1°.

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Write the complex number z=3−1i in polar form: z=r(cosθ+isinθ) where
r= and θ=
The angle should satisfy 0≤θ<2π

Answers

The complex number z=3−1i in polar form is z=√10(cos(-0.3218) + isin(-0.3218)).

To express a complex number in polar form, we need to find its magnitude (r) and argument (θ). In this case, z=3−1i.

Finding the magnitude (r):

The magnitude of a complex number is calculated using the formula r = √(a² + b²), where a and b are the real and imaginary parts of the complex number, respectively. In this case, a = 3 and b = -1. Thus, r = √(3² + (-1)²) = √(9 + 1) = √10.

Finding the argument (θ):

The argument of a complex number can be determined using the formula θ = arctan(b/a), where b and a are the imaginary and real parts of the complex number, respectively. In this case, a = 3 and b = -1. Hence, θ = arctan((-1)/3) ≈ -0.3218.

Expressing z in polar form:

Now that we have found the magnitude (r = √10) and argument (θ ≈ -0.3218), we can write the complex number z in polar form as z = √10(cos(-0.3218) + isin(-0.3218)).

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The manufacturer of a new racecar engine claims that the proportion of engine failures due to overheating for this new engine, (p1), will be no higher than the proportion of engine failures due to overheating of the old engines, (p 2). To test this statement, NASCAR took a random sample of 210 of the new racecar engines and 175 of the old engines. They found that 24 of the new racecar engines and 10 of the old engines failed the overheating during the test. Does NASCAR have enough evidence to reject the manufacturer's claim about the new racecar engine? Use a significance level of α=0.05 for the test. Step 1 of 6: State the null and alternative hypotheses for the test. The manufacturer of a new racecar engine claims that the proportion of engine failures due to overheating for this new engine, ( p1 ), will be no higher than the proportion of engine failures due to overheating of the old engines, (p2). To test this statement, NASCAR took a random sample of overheating during the test. Does NASCAR have enough evidence to reject the manufacturer's claim about the new racecar engine? Use a significance level of α=0.05 for the test. Step 2 of 6: Find the values of the two sample proportions,
p^1and p^2 . Round your answers to three decimal places. Answer How to enter your onswer (opens in new window) 2 Points Keyboard Shortcut
p1= p2 = The manufacturer of a new racecar engine claims that the proportion of engine failures due to overheating for this new engine, ( p1 ), will be no higher than the proportion of engine failures due to overheating of the old engines, (p2 ). To test this statement, NASCAR took a random sample of overheating during the test. Does NASCAR have enough evidence to reject the manufacturer's claim about the new racecar engine? Use a significance level of α=0.05 for the test. Step 3 of 6: Compute the weighted estimate of p, pˉ . Round your answer to three decimal places.

Answers

NASCAR does not have enough evidence to reject the manufacturer's claim about the new racecar engine.

Step 1:

Null hypothesis (H 0): p1 ≤ p2

Alternative hypothesis (H1): p1 > p2

Step 2:

Given:

n1 = 210, n2 = 175, x1 = 24, and x2 = 10

Sample proportions:

p1 = x1 / n1 = 24 / 210 ≈ 0.114

p2 = x2 / n2 = 10 / 175 ≈ 0.057

Step 3:

The weighted estimate of p is given by:

p = (n1p1 + n2p2) / (n1 + n2) = (210 × 0.114 + 175 × 0.057) / (210 + 175) ≈ 0.085

Step 4:

The standard error of the difference between the two sample proportions is given by:

SE(p1 - p2) = sqrt{p(1 - p) [(1/n1) + (1/n2)]}

= sqrt{0.085(1 - 0.085) [(1/210) + (1/175)]} ≈ 0.042

Step 5:

The test statistic is given by:

z = (p1 - p2) / SE(p1 - p2) = (0.114 - 0.057) / 0.042 ≈ 1.357

Step 6:

At α = 0.05, the critical value of z for a right-tailed test is zα = 1.645.

Since the calculated value of z is less than the critical value of zα, we fail to reject the null hypothesis. Hence, there is not enough evidence to conclude that the proportion of engine failures due to overheating for the new engine is higher than that for the old engines. Therefore, NASCAR does not have enough evidence to reject the manufacturer's claim about the new racecar engine.

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Evaluate ∬ ydA,D is the triangular region with vertices (0,0), (1,1), and (4,0)
D

Answers

The limits of integration for x will be from x = 0 to x = 4.

We can now evaluate the integral as follows:

∫∫ y dA,

[tex]D = \int 0^4 \int0^{(1-(1/4)x)}\ y\ dy\ dx[/tex]

[tex]= \int0^4 [y^2/2]0^{(1-(1/4)x)} dx[/tex]

= ∫0⁴ [(1/2)(1-(1/4)x)²] dx

= (1/2) ∫0⁴ (1- (1/2)x + (1/16)x²) dx

= (1/2) [(x-(1/4)x²+(1/48)x^3)]0⁴

= (1/2) [(4-(1/4)(16)+(1/48)(64))-0]

= (1/2) (4-4+4/3)

= 2/3

Therefore, ∬ ydA = 2/3.

To evaluate ∬ ydA,

we need to integrate the function y over the region D.

The region D is a triangular region with vertices (0,0), (1,1), and (4,0). Therefore, we can evaluate the integral as follows:

∬ ydA = ∫∫ y dA, D

The limits of integration for y will depend on the limits of x for the triangular region D.

To find the limits of integration for x and y, we need to consider the two sides of the triangle that are defined by the equations y = 0 and

y = 1 - (1/4)x.

The limits of integration for y will be from y = 0 to y = 1 - (1/4)x.

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A training field is formed by joining a rectangle and two semicircles, as shown below. The rectangle is 85m long and 57m wide. What is the length of a training track running around the field?

Answers

Therefore, the length of the training track running around the field is approximately 643.36 meters.

To find the length of the training track running around the field, we need to calculate the perimeter of the rectangular part and add the circumferences of the two semicircles.

The perimeter of a rectangle is found by adding the lengths of all its sides. In this case, the rectangle has two sides measuring 85m and two sides measuring 57m. So, the perimeter of the rectangle is 2 * (85 + 57) = 284m.

The circumference of a semicircle is half the circumference of a full circle. The formula for the circumference of a circle is 2 * π * radius. Since we have semicircles, we need to divide the circumference by 2. The radius of each semicircle is the width of the rectangle, which is 57m. So, the circumference of each semicircle is π * 57 = 179.68m (approx).

Adding the perimeter of the rectangle and the circumferences of the two semicircles:

284 + 2 * 179.68 ≈ 643.36m.

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A $22,000 bond redeemable at par on May 12,2008 is purchased on June 07,2001 . Interest is 5.3% payable semi-annually and the yield is 9.8% compounded semi-annually. (a) What is the cash price of the bond? (b) What is the accrued interest? (c) What is the quoted price? (a) The cash price is $ (Round the final answer to the nearest cent as needed. Round all intermediate values to six decimal places as needed.)

Answers

The cash price of the bond is $10,898.92.The accrued interest is $315.32.

The cash price of the bond, we need to determine the present value of the bond's future cash flows. The bond has a face value (redeemable at par) of $22,000 and a coupon rate of 5.3%. Since the interest is payable semi-annually, each coupon payment would be half of 5.3%, or 2.65% of the face value. The bond matures on May 12, 2008, and the purchase date is June 07, 2001, which gives a total of 28 semi-annual periods.

Using the formula for present value of an annuity, we can calculate the present value of the coupon payments. The yield is 9.8% compounded semi-annually, so the semi-annual discount rate is half of 9.8%, or 4.9%. Plugging in the values into the formula, we get:

Coupon payment = $22,000 * 2.65% = $583

Present value of coupon payments = $583 * [(1 - (1 + 4.9%)^(-28)) / 4.9%] = $10,315.32

To calculate the present value of the face value, we need to discount it to the present using the same discount rate. Plugging in the values, we get:

Present value of face value = $22,000 / (1 + 4.9%)^28 = $5883.60

Finally, we add the present value of the coupon payments and the present value of the face value to obtain the cash price of the bond:

Cash price = Present value of coupon payments + Present value of face value = $10,315.32 + $5,883.60 = $10,898.92.

Accrued interest refers to the interest that has accumulated on the bond since the last interest payment date. In this case, the last interest payment date was on June 7, 2001, and the purchase date is also June 7, 2001, so no interest has accrued yet.

The accrued interest can be calculated by multiplying the coupon payment by the fraction of the semi-annual period that has elapsed since the last interest payment. Since no time has passed between the last interest payment and the purchase date, the fraction is 0. Thus, the accrued interest is $583 * 0 = $0.

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Matching designs are often used for A/B tests when

The cost of recruiting sample units is high

There is low incidence of the target within the population

Sample sizes are limited

All of the above

None of the above

Answers

Matching designs are often used for A/B tests when there is low incidence of the target within the population.

Matching designs are a type of experimental designs that is used to counterbalance for the order effect (the occurrence of the treatment in a given order). This implies that every level of the treatment is subjected to an equal number of times in each possible position to counterbalance the effect of order. Therefore, the main answer is: B. There is low incidence of the target within the population.

A/B testing is a statistical analysis to compare two different versions of a website or an app. It determines which of the two versions is more effective in terms of achieving a specific goal. A/B testing is also known as split testing or bucket testing.

A/B testing is used to improve the user experience of a website, app or digital marketing campaign. This test enables to know what is working on a website and what is not. It is an excellent way to test different versions of an app or a website with its users, and determine which version gives better results. For this reason, which are often used for A/B tests when there is low incidence of the target within the population.

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You walk 46 m to the north, then turn 90

to your right and walk another 45 m. How far are you from where you originally started? 75 m B6 m 79 m 97 m 64 m

Answers

After walking 46m to the north, if you turn 90 degrees to your right and walk another 45 m, then the total distance from where you originally started is 79m.

The correct option is C) 79m.How to solve?We can solve this problem using the Pythagoras theorem. When you walk 46 m to the north and then turn 90 degrees to your right and walk 45 m, then you form a right-angled triangle as shown below:So, as per the Pythagoras theorem:

hypotenuse² = opposite side² + adjacent side²

where opposite side = 45mand adjacent side

= 46mhypotenuse² = (45m)² + (46m)²hypotenuse²

= 2025m² + 2116m²hypotenuse²

= 4141m²hypotenuse = √4141m²

hypotenuse = 64mSo,

the total distance from where you originally started is 46m (North) + 45m (East) = 79m.Applying the Pythagoras theorem again to solve the given problem gave us the answer that the total distance from where you originally started is 79m.

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The area of the following rectangle is 24 square units.
n-3
2
A. Write an equation that can be used to find the value of n.
B. Solve the equation to find the value of n. In your answer, show all of your work.

Answers

A. An equation that can be used to find the value of n is 24 = 2(n - 3).

B. The value of n is 15 units.

How to calculate the area of a rectangle?

In Mathematics and Geometry, the area of a rectangle can be calculated by using the following mathematical equation:

A = LW

Where:

A represent the area of a rectangle.W represent the width of a rectangle.L represent the length of a rectangle.

Part A.

By substituting the given side lengths into the formula for the area of a rectangle, we have the following;

24 = 2(n - 3)

Part B.

Next, we would determine the value of n as follows;

24 = 2n - 6

2n = 24 + 6

n = 30/2

n = 15 units.

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Missing information:

The question is incomplete and the complete question is shown in the attached picture.

Sketch the graph of f(x)=2sin3(x− 2π)+1. The graph of f −1(x) will have a dornan of −2≤x≤1 0≤x≤2 −1≤x≤3 0π≤x≤2π

Answers

A graph of this sine function f(x) = 2sin3(x − 2π) + 1 is shown below.

The graph of f⁻¹(x) will have a domain of: C. −1 ≤ x ≤ 3.

How to sketch and determine the inverse of this sine function?

In this exercise, we would use an online graphing tool plot the given sine function f(x) = 2sin3(x − 2π) + 1 on a graph as shown in the image attached below.

In order to determine the inverse of this sine function, we would have to swap (interchange) both the independent value (x-value) and dependent value (y-value) as follows;

f(x) = y = 2sin3(x − 2π) + 1

x = 2sin3(y − 2π) + 1

x - 1 = 2sin3(y − 2π)

(x - 1)/2 = sin3(y − 2π)

[tex]\frac{sin^{-1}(\frac{x\;-\;1}{2} )}{3} =y-2 \pi\\\\f^{-1}(x) = \frac{sin^{-1}(\frac{x\;-\;1}{2} )}{3} +2 \pi[/tex]

By critically observing the graph of f⁻¹(x) shown below, we can logically deduce the following domain:

Domain = [-1, 3] or −1 ≤ x ≤ 3.

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Rework problem 21 from section 2.1 of your text, involving the outcomes of an experiment. For this problem, assume that S={O
1

,O
2

,O
3

,O
4

,O
5

} and that w
1

=0.47,w
2

=0.14,w
3

=0.04,w
4

=0.15,w
5

=0.20. Let E={O
2

,O
1

} and F={O
3

,O
4

}. (1) What is the value of Pr[E] ? (2) What is the value of Pr[F

] ?

Answers

(1) What is the value of Pr[E]?

The event E is the event that either outcome O2 or outcome O1 occurs. The probability of outcome O2 is w2 = 0.14, and the probability of outcome O1 is w1 = 0.47. So, the probability of event E is:

Pr[E] = w2 + w1 = 0.14 + 0.47 = 0.61

(2) What is the value Code snippetf Pr[F′]?

The event F is the event that either outcome O3 or outcome O4 occurs. The probability of outcome O3 is w3 = 0.04, and the probability of outcome O4 is w4 = 0.15. So, the probability of event F is:

Pr[F] = w3 + w4 = 0.04 + 0.15 = 0.19

The complement of event F is the event that neither outcome O3 nor outcome O4 occurs. This event is denoted by F'. The probability of F' is 1 minus the probability of F:

Pr[F'] = 1 - Pr[F] = 1 - 0.19 = 0.81

The probability of an event is the number of times the event occurs divided by the total number of possible outcomes. In this problem, there are 5 possible outcomes, so the total probability must be 1. The probability of event E is 0.61, which means that event E is more likely to occur than not. The probability of event F' is 0.81, which means that event F' is more likely to occur than event F.

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Draw the digital circuit corresponding to the expression x(yz ′ +z) ′

Answers

To draw the digital circuit corresponding to the expression x(yz' + z), we can break it down into logical operations.

The given expression involves the logical operations of NOT, AND, and OR. In the circuit diagram, we would have three inputs: x, y, and z. Firstly, we need to calculate the complement of z (represented as z') using a NOT gate. The output of the NOT gate would then be connected to one input of the AND gate. The other input of the AND gate would be connected directly to the input y.


The output of the AND gate would be connected to one input of the OR gate. Finally, the input x would be directly connected to the other input of the OR gate. The output of the OR gate would be the result of the expression x(yz' + z).

The circuit would consist of an input x connected directly to an OR gate, while an input y would be connected to one input of an AND gate along with the complement of input z (z') obtained through a NOT gate. The output of the AND gate would be connected to the other input of the OR gate, and the output of the OR gate would represent the result of the given expression x(yz' + z).


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Example 1: Simplify: 2(3b^2 −3b−2)+5(3b^2 +4b−3) ​Example 2: Simplify: 4(8x^2+2x−5)−3(10x^2 −3x+6)

Answers

The simplified expression for 2(3b² −3b−2)+5(3b² +4b−3) is 42b² + 11b − 10. The simplified expression for 4(8x²+2x−5)−3(10x² −3x+6) is 24x² + 11x − 34.

The first step is to distribute the coefficients in front of the parentheses. This gives us:

2(3b² −3b−2)+5(3b² +4b−3) = 6b² − 6b − 4 + 15b² + 20b − 15

The next step is to combine the like terms. This gives us:

6b² − 6b − 4 + 15b² + 20b − 15 = 42b² + 11b − 10

Therefore, the simplified expression is 42b² + 11b − 10.

The first step is to distribute the coefficients in front of the parentheses. This gives us:

4(8x²+2x−5)−3(10x² −3x+6) = 32x² + 8x - 20 - 30x² + 9x - 18

The next step is to combine the like terms. This gives us:

32x² + 8x - 20 - 30x² + 9x - 18 = 24x² + 17x - 38

Therefore, the simplified expression is 24x² + 17x - 38.

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A) In January 2017, gas was selling for $4.37 a gallon. This was $.75 cheaper than a year before. What was the percent decrease? (Round to the nearest hundredth percent.)

B)Jim and Alice Lange, employees at Walmart, have put themselves on a strict budget. Their goal at year’s end is to buy a boat for $18,000 in cash. Their budget includes the following:
49% food and lodging 10% entertainment 10% educational
Jim earns $2,100 per month and Alice earns $3,300 per month. After 1 year, will Alice and Jim have enough cash to buy the boat? (Assume that any amounts left over will be saved for purchase of boat.)

Answers

The percent decrease in gas price from $4.37 to $3.62 is approximately 17.17%. Yes, Alice and Jim will have enough cash to buy the boat with $56,274 in savings at year's end.

A) To calculate the percent decrease, we need to find the difference in price and express it as a percentage of the original price.

The original price was $4.37 per gallon, and it decreased by $0.75.

The difference is $4.37 - $0.75 = $3.62.

To find the percent decrease, we divide the difference by the original price and multiply by 100:

Percent decrease = ($0.75 / $4.37) * 100 ≈ 17.17%

Therefore, the percent decrease in gas price is approximately 17.17%.

B) Let's calculate the monthly budget for Jim and Alice:

Jim's monthly budget:

Food and lodging: 49% of $2,100 = $1,029

Entertainment: 10% of $2,100 = $210

Educational: 10% of $2,100 = $210

Alice's monthly budget:

Food and lodging: 49% of $3,300 = $1,617

Entertainment: 10% of $3,300 = $330

Educational: 10% of $3,300 = $330

To find the total savings over a year, we subtract the total budget from their combined monthly income:

Total monthly budget = Jim's monthly budget + Alice's monthly budget

= ($1,029 + $210 + $210) + ($1,617 + $330 + $330)

= $1,449 + $2,277

= $3,726

Total savings over a year = Total monthly income - Total monthly budget

= 12 * ($2,100 + $3,300) - $3,726

= $60,000 - $3,726

= $56,274

The total savings over a year amount to $56,274.

Since the boat costs $18,000, Alice and Jim will have enough cash to buy the boat with some savings remaining.

Therefore, Alice and Jim will have enough cash to buy the boat at year's end.

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For The Learning Ofadvanced Business English At A Language Institute (Australian Language Institute)In Cairns. Australia.She Was Attracted By The Advertisements Which Provided Information That It Wasaccredited By The Australian Government And That The Graduates From ThisClaire was a student from China, who enrolled for a course for the learning ofadvanced Business English at a Language Institute (Australian Language Institute)in Cairns. Australia.She was attracted by the advertisements which provided information that it wasaccredited by the Australian Government and that the graduates from this coursewere qualified to enroll in universities by using the language qualification as proof oflanguage speaking and writing abilityBased on the above information Claire enrolled in the course. After completing halfthe duration of the course, she realized to her shock upon checking with thegovernment authorities that there was no such accreditation from the government.Some of the Universities that she checked with also verified that they would notaccept the Language qualification for the purpose of entry into the Universitiescourses.She had paid $20,000 to the Institute for the course and had spent $30,000 for hertravel expenses, accommodation, and other incidental expenses for her to stay inAustralia to enroll and study for the course.Representatives from Australian Language Institute claim that they had honestly andreasonably believed that their course was accredited by the government.(a)What are the elements of misrepresentation? Discuss the various types ofmisrepresentation and explain which type can be established from the abovefacts?(b)What are the remedies available to Claire in the above case? Explain what the layout of Corporate Governance was at PurduePharma, who controlled most of the boards of director issues andhow will were they at controlling risk management. Please go intodetail The surgical term that means crushing a stone in the common bile duct is:abdomin/oplastycholedocholith/otripsyenter/orrhaphycholedocholith/otomy 1. A Uniform rod of mass 18kg and length 15cm, is suspended from a point C by two strings CA and CB respectively. A horizontal force P newton is applied at the end A of the rod, and it is sufficient to keep the rod in equilibrium horizontally. Find P and the tension in the strings. [Take g = 10 m/s2]Please this is a question of mechanics (Moment of force) in mathematics. You have to sketch before providing the solution2. A light string is tied to two points at the same level and a smooth ring of weight 2 newtons which can slide freely along the string is pulled by a force P inclined at an angle of 800 to the downward vertical. If the positions of the string are inclined at angles of 600 and 300 to the vertical, find the force P and the magnitude of the tension in the string, correct to two decimal places.Please this is a question of mechanics (Lami's theory) in mathematics. You have to sketch before providing the solution why did the cherokee sue for peace with the british in 1761? Please use the following for the next 6 questions. Suppose that the average weekly earnings for employees in general automotive repair shops is $450, and that the population standard deviation for the earnings for such employees is $50. A sample of 100 such employees is selected at random.1) What is the probability distribution of the average weekly earnings for employees in general automotive repair shops?2) Find the probability that the average weekly earnings is less than $445.3) Find the probability that the average weekly earnings is exactly equal to $445.4) Find the probability that the average weekly earnings is between $445 and $455.5) In answering the previous 3 questions, did you have to make any assumptions about the population distribution?6) Now assume that the weekly earnings for employees in all general automotive repair shops is normally distributed, obtain the probability that a given employee will earn more than $480 in a given week. Determine whether the series is convergent or divergent. n=3[infinity] 8/n21 An investment-banking firm underwrites a new issue of stocks and bonds by O buying the entire bond or stock issue a company wants to sell at an agreed discount. O guaranteeing a minimum price in the market for a stock or bond O selling the entire bond or stock issue for the issuing firm in global markets. O putting up collateral for long term loans, such as bonds. 0.1 pts Two beams of coherent light start out at the same point in phase and travel different paths to arrive at point P. If the maximum constructive interference is to occur at point P, the two beams must travel paths that differ by O a whole number of wavelengths. O a whole number of half-wavelengths. O an odd number of half-wavelengths. 0.1 pts Question 12 Light reflects off the surface of Lake Superior. What phase shift does it undergo? which of the following is an example of an advanced factor, as proposed by porter, that a nation will possess?