In 2020, a total of 9559 Nissan Leafs were sold in the US. For the 12-month period starting January 2020 and ending December 2020, the detailed sales numbers are as follows: 651, 808, 514, 174, 435, 426, 687, 582, 662, 1551, 1295 and 1774 units.

before the Nissan plant in Smyrna, Tennessee, started to produce the Nissan Leaf they were imported from Japan. Although cars are now assembled in the US, some components still imported from Japan. Assume that the lead time from Japan is one weeks for shipping. Recall that the critical electrode material is imported from Japan. Each battery pack consists of 48 modules and each module contains four cells, for a total of 192 cells. Assume that each "unit" (= the amount required for an individual cell in the battery pack) has a value of $3 and an associated carrying cost of 30%. Moreover, assume that Nissan is responsible for holding the inventory since the units are shipped from Japan. We suppose that placing an order costs $500. Assume that Nissan wants to provide a 99.9% service level for its assembly plant because any missing components will force the assembly lines to come to a halt. Use the 2020 demand observations to estimate the annual demand distribution assuming demand for Nissan Leafs is normally distributed. For simplicity, assume there are 360 days per year, 30 days per month, and 7 days per week.

(a) What is the optimal order quantity?
(b) What is the approximate time between orders?

Answers

Answer 1

(a)The optimal order quantity is  4609 units.

(b)The time between orders is  1.98 months.

To determine the optimal order quantity and the approximate time between orders, the Economic Order Quantity (EOQ) model. The EOQ model minimizes the total cost of inventory by balancing ordering costs and carrying costs.

Optimal Order Quantity:

The formula for the EOQ is given by:

EOQ = √[(2DS) / H]

Where:

D = Annual demand

S = Cost per order

H = Holding cost per unit per year

calculate the annual demand (D) using the 2020

sales numbers provided:

D = 651 + 808 + 514 + 174 + 435 + 426 + 687 + 582 + 662 + 1551 + 1295 + 1774

= 9559 units

To calculate the cost per order (S) and the holding cost per unit per year (H).

The cost per order (S) is given as $500.

The holding cost per unit per year (H)  calculated as follows:

H = Carrying cost percentage × Unit value

= 0.30 × $3

= $0.90

substitute these values into the EOQ formula:

EOQ = √[(2 × 9559 × $500) / $0.90]

= √[19118000 / $0.90]

≈ √21242222.22

≈ 4608.71

Approximate Time Between Orders:

To calculate the approximate time between orders, we'll divide the total number of working days in a year by the number of orders per year.

Assuming 360 days in a year and a lead time of 1 week (7 days) for shipping, we have:

Working days in a year = 360 - 7 = 353 days

Approximate time between orders = Working days in a year / Number of orders per year

= 353 / (9559 / 4609)

= 0.165 years

Converting this time to months:

Approximate time between orders (months) = 0.165 × 12

= 1.98 months

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Related Questions

Let h(x)=g(f(x))
. Find limx→4h(x)
. Use correct limit notation in your answer

Answers

To find lim(x→4) h(x), we need to evaluate the limits of g(f(x)) as x approaches 4. The limit notation is:

lim(x→4) h(x)

To find this limit, we need to evaluate the limits of g(f(x)) as x approaches 4. The limits of f(x) and g(x) should exist and be finite. Without information about the functions f(x) and g(x), it is not possible to determine the value of lim(x→4) h(x) or simplify it further.

The limit notation lim(x→4) h(x) represents the limit of the function h(x) as x approaches 4. To evaluate this limit, we need to consider the limits of the composed functions g(f(x)) as x approaches 4. The limits of f(x) and g(x) must exist and be finite in order to determine the limit of h(x).

Without additional information about the functions f(x) and g(x), it is not possible to determine the specific value of lim(x→4) h(x) or simplify the expression further.

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find n if :
Find n if { }^{10 n} C_{2}=3^{n+1} C_{3}

Answers

The problem asks us to find tT= 3^{n+1} C_{3}, where C represents the binomial coefficient. We need to solve for n that satisfies this equation.

The equation { }^{10n} C_{2} = 3^{n+1} C_{3} involves binomial coefficients. We can rewrite the equation using the formulas for binomial coefficients:

(10n)! / [2!(10n-2)!] = (3^(n+1)) / [3!(n+1-3)!]

Simplifying further:

(10n)! / [2!(10n-2)!] = 3^n / [2!(n-2)!]

To proceed, we can cancel out the common terms in the factorials:

(10n)(10n-1) / 2 = 3^n / [n(n-1)]

Now, we can cross-multiply and solve for n:

(10n)(10n-1)(n)(n-1) = 2 * 3^n

Expanding and simplifying:

100n^4 - 100n^3 - 10n^2 + 10n = 2 * 3^n

This is a polynomial equation, and finding its exact solution may require numerical methods or approximations. Without additional information or constraints, it is challenging to determine an exact value for n.

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Directions: For each of the following arguments, label which statement is the conclusion and which is a premise. Remember, there will always be only one conclusion, but there may be multiple premises.

Sample Problem: Cats often shed all over the house. Furthermore, they walk all over your food surfaces with feet they had in litter boxes. Therefore, you should not get a cat.

Sample Answer:

Conclusion: You should not get a cat.

Premise 1: Cats often shed all over the house.

Premise 2: They walk all over your food surfaces with feet they had in litter boxes.

Problems for you to answer:

I deserve an A in the class. I have written all the essays, and I’ve turned in all my other assignments on time.
Scientific discoveries are continually debunking religious myths. Further, science provides the only hope for solving the many problems faced by humankind. Hence, science provides a more accurate view of human life than does religion.
If we don't consolidate city and county school systems, the city school system will continue to deteriorate, producing a large number of young adults who are not equipped to find work that will keep them out of poverty. We must not allow this disastrous social situation to occur, so we must consolidate city and county schools.

Answers

The final statement that summarizes the main point or claim being made, while the premises are the supporting statements or evidence provided to support the conclusion.

Let's identify the premises and conclusion for each of the given arguments:

Argument 1:

Premise 1: I have written all the essays.

Premise 2: I have turned in all my other assignments on time.

Conclusion: I deserve an A in the class.

Argument 2:

Premise 1: Scientific discoveries are continually debunking religious myths.

Premise 2: Science provides the only hope for solving the many problems faced by humankind.

Conclusion: Science provides a more accurate view of human life than does religion.

Argument 3:

Premise 1: If we don't consolidate city and county school systems, the city school system will continue to deteriorate, producing a large number of young adults who are not equipped to find work that will keep them out of poverty.

Premise 2: We must not allow this disastrous social situation to occur.

Conclusion: We must consolidate city and county schools.

In each argument, the conclusion is the final statement that summarizes the main point or claim being made, while the premises are the supporting statements or evidence provided to support the conclusion.

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Find dy/dx for the function defined implicitly by the following equation:
ln x+ln y = xy − 1.

Answers

The derivative of the implicitly defined function is (x y - 1 - (1/x)) / (x - x y + 1).

The derivative of the implicitly defined function can be found using the implicit differentiation method. Differentiating both sides of the equation with respect to x and applying the chain rule, we get:

(1/x) + (1/y) * d y/dx = y + x * d y/dx.

Rearranging the terms and isolating dy/dx, we have:

d  y/dx = (y - (1/x)) / (x - y).

To find d y/dx, we substitute the given equation into the expression above:

d y/dx = (y - (1/x)) / (x - y) = (x y - 1 - (1/x)) / (x - x y + 1).

Therefore, d y/dx for the implicitly defined function is (x y - 1 - (1/x)) / (x - x y + 1).

To find the derivative of an implicitly defined function, we differentiate both sides of the equation with respect to x. The left side can be simplified using the logarithmic properties, ln x + ln y = ln(xy). Differentiating ln(xy) with respect to x yields (1/xy) * (y + x * dy/dx).

For the right side, we use the product rule. Differentiating x y with respect to x gives us y + x * d y/dx, and differentiating -1 results in 0.

Combining the terms, we get (1/x y) * (y + x * d y/dx) = y + x * d y/dx.

Next, we rearrange the equation to isolate d y/dx. We subtract y and x * d y/dx from both sides, resulting in (1/x y) - y * (1/y) * d y/dx = (y - (1/x)) / (x - y).

Finally, we substitute the given equation, ln x + ln y = x y - 1, into the expression for d y/dx. This gives us (x y - 1 - (1/x)) / (x - x y + 1) as the final result for d y/dx.

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What is the net pay for 40 hours worked at $8.95 an hour with deductions for Federal tax of $35.24, Social Security of $24.82, and other deductions of $21.33?
$276.61
$326.25
$358.00
$368.91

Answers

After deducting the amounts for Federal tax, Social Security, and other deductions, the net pay for working 40 hours at an hourly wage of $8.95 is $276.61. Option A.

To calculate the net pay, we need to subtract the deductions from the gross pay.

Given:

Hours worked = 40

Hourly wage = $8.95

Federal tax deduction = $35.24

Social Security deduction = $24.82

Other deductions = $21.33

First, let's calculate the gross pay:

Gross pay = Hours worked * Hourly wage

Gross pay = 40 * $8.95

Gross pay = $358

Next, let's calculate the total deductions:

Total deductions = Federal tax + Social Security + Other deductions

Total deductions = $35.24 + $24.82 + $21.33

Total deductions = $81.39

Finally, let's calculate the net pay:

Net pay = Gross pay - Total deductions

Net pay = $358 - $81.39

Net pay = $276.61

Therefore, the net pay for 40 hours worked at $8.95 an hour with deductions for Federal tax of $35.24, Social Security of $24.82, and other deductions of $21.33 is $276.61. SO Option A is correct.

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Note the correct and the complete question is

What is the net pay for 40 hours worked at $8.95 an hour with deductions for Federal tax of $35.24, Social Security of $24.82, and other deductions of $21.33?

A.) $276.61

B.) $326.25

C.) $358.00

D.) $368.91

If $1000 is invested at interest rate i, compounded annually, in 5 yr it will grow to an amount A given by A=$1000(1+i)5. a) Find the rate of change, dA/di​=b) Interpret the meaning of dA/di​=. a) dA/di​= ___

Answers

The rate of change of A with respect to i is given by dA/di = 5000(1 + i)^4. To find the rate of change of A with respect to i, we can differentiate the equation A = $1000(1 + i)^5 with respect to i using the power rule.

dA/di = 5 * $1000(1 + i)^4. Simplifying further, we have: dA/di = 5000(1 + i)^4. Therefore, the rate of change of A with respect to i is given by dA/di = 5000(1 + i)^4. b) The meaning of dA/di is the rate at which the amount A changes with respect to a small change in the interest rate i.

In this context, it represents the sensitivity of the final amount A to changes in the interest rate. A higher value of dA/di indicates that a small change in the interest rate will have a larger impact on the final amount A, while a lower value of dA/di indicates a smaller impact.

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Find the volume of then solid generaled by revoiving the region bounded by y=4x, y=0, and x=2 about the x⋅a ais. The volume of the solid generated is cuble units. (Type an exact answer).

Answers

The volume of the solid generated by revolving the region bounded by y = 4x, y = 0, and x = 2 about the x-axis is (64/5)π cubic units.

To find the volume, we can use the method of cylindrical shells.

First, let's consider a vertical strip of thickness Δx at a distance x from the y-axis. The height of this strip is given by the difference between the y-values of the curves y = 4x and y = 0, which is 4x - 0 = 4x. The circumference of the cylindrical shell formed by revolving this strip is given by 2πx, which is the distance around the circular path of rotation.

The volume of this cylindrical shell is then given by the product of the circumference and the height, which is 2πx * 4x = 8πx^2.

To find the total volume, we integrate this expression over the interval [0, 2] because the region is bounded by x = 0 and x = 2.

∫(0 to 2) 8πx^2 dx = (8π/3) [x^3] (from 0 to 2) = (8π/3) (2^3 - 0^3) = (8π/3) * 8 = (64/3)π.

Therefore, the volume of the solid generated is (64/3)π cubic units.

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Find the average value of the function on the interval. f(x)=x2+9;[−6,6]

Answers

the average value of the function f(x) = x² + 9 on the interval [-6, 6] is 252.

To find the average value of the function f(x) = x² + 9 on the interval [-6, 6], we can use the formula:

Average value = (1 / (b - a)) * ∫[a, b] f(x) dx

In this case, the interval is [-6, 6] and the function is f(x) = x² + 9. So we need to calculate the integral:

Average value = (1 / (6 - (-6))) * ∫[-6, 6] (x² + 9) dx

Let's calculate the integral:

∫[-6, 6] (x² + 9) dx = [(x³ / 3) + 9x] evaluated from x = -6 to x = 6

Substituting the limits of integration:

[(6³ / 3) + 9(6)] - [((-6)³ / 3) + 9(-6)]

Simplifying:

[(216 / 3) + 54] - [(-216 / 3) - 54]

= (72 + 54) - (-72 - 54)

= 126 + 126

= 252

Therefore, the average value of the function f(x) = x² + 9 on the interval [-6, 6] is 252.

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Differentiate the following: f(x)=2x3+5x2−4x−7  f(x)=(2x+3)(x+4) f(x)=5√3x+1​  f(x)=(3x2−2)−2  y=2x−1​/x2.

Answers

We need to differentiate the given functions: f(x) = 2x^3 + 5x^2 - 4x - 7, f(x) = (2x + 3)(x + 4), f(x) = 5√(3x + 1), f(x) = (3x^2 - 2)^-2, and y = (2x - 1)/x^2.

1. For f(x) = 2x^3 + 5x^2 - 4x - 7, we differentiate each term separately: f'(x) = 6x^2 + 10x - 4.

2. For f(x) = (2x + 3)(x + 4), we can use the product rule of differentiation: f'(x) = (2x + 3)(1) + (x + 4)(2) = 4x + 5.

3. For f(x) = 5√(3x + 1), we apply the chain rule: f'(x) = 5 * (1/2)(3x + 1)^(-1/2) * 3 = 15/(2√(3x + 1)).

4. For f(x) = (3x^2 - 2)^-2, we use the chain rule and power rule: f'(x) = -2(3x^2 - 2)^-3 * 6x = -12x/(3x^2 - 2)^3.

5. For y = (2x - 1)/x^2, we apply the quotient rule: y' = [(x^2)(2) - (2x - 1)(2x)]/(x^2)^2 = (2x^2 - 4x^2 + 2x)/(x^4) = (-2x^2 + 2x)/(x^4).

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Involving the casting of a play in a community theater. Assume that there are 5 unfilled roles: 1 male and 4 female. There are 2 men and 6 women, including Jane, auditioning for a part in the play. (1) How many different casts are there? (2) How many of these casts include Jane?

Answers

Involving the casting of a play in a community theater. There are 30 different casts possible, and out of those, 10 casts include Jane.

To determine the number of different casts and the number of casts that include Jane, we can use combinations.

1. Number of different casts:

We have 2 men auditioning for the male role and 6 women auditioning for the four female roles. To form a cast, we need to select one man from the 2 available and four women from the 6 available.

Number of different casts = C(2, 1) * C(6, 4)

                      = 2 * 15

                      = 30

There are 30 different casts possible.

2. Number of casts that include Jane:

Since Jane is one of the 6 women auditioning, we need to consider the remaining 3 female roles to be filled from the remaining 5 women (excluding Jane).

Number of casts that include Jane = C(5, 3)

                                 = 10

There are 10 casts that include Jane.

Therefore, there are 30 different casts possible, and out of those, 10 casts include Jane.

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The dean of science wants to select a committee consisting of mathematicians and physicists. There are 15 mathematicians and 20 physicists at the faculty; how many committees of 8 members are there if there must be more mathematicians than physicists (but at least one physicist) on the committee?

Answers

Given that there are 15 mathematicians and 20 physicists, the total number of faculty members is 15 + 20 = 35. We need to find the number of committees of 8 members that consist of mathematicians and physicists with more mathematicians than physicists.

At least one physicist should be in the committee.Mathematicians >= 1Physicists >= 1The condition above means that at least one mathematician and one physicist must be in the committee. Therefore, we can choose 1 mathematician from 15 and 1 physicist from 20. Then we need to choose 6 more members. Since there are already one mathematician and one physicist in the committee, the remaining 6 members will be selected from the remaining 34 people. The number of ways to choose 6 people from 34 is C(34,6) = 13983816. The number of ways to select the committee will then be:15C1 * 20C1 * 34C6 = 90676605600 committees.

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Let f(x)=2√x−x
a. Find all points on the graph of f at which the tangent line is horizontal.
b. Find all points on the graph of f at which the tangent line has slope −1/2

Answers

a) The point on the graph of f(x) where the tangent line is horizontal is (1, f(1)). b) The point on the graph of f(x) where the tangent line has a slope of -1/2 is (9/4, f(9/4)).

To find the points on the graph of f(x) = 2√x - x where the tangent line is horizontal, we need to find the values of x where the derivative of f(x) is equal to zero. The derivative of f(x) can be found using the power rule and the chain rule:

f'(x) = d/dx [2√x - x]

      = 2(1/2)(x^(-1/2)) - 1

      = x^(-1/2) - 1.

a. Tangent line is horizontal when the derivative is equal to zero:

x^(-1/2) - 1 = 0.

To solve this equation, we add 1 to both sides:

x^(-1/2) = 1.

Now, we raise both sides to the power of -2:

(x^(-1/2))^(-2) = 1^(-2),

x = 1.

Therefore, the point on the graph of f(x) where the tangent line is horizontal is (1, f(1)).

b. To find the points on the graph of f(x) where the tangent line has a slope of -1/2, we need to find the values of x where the derivative of f(x) is equal to -1/2:

x^(-1/2) - 1 = -1/2.

We can add 1/2 to both sides:

x^(-1/2) = 1/2 + 1,

x^(-1/2) = 3/2.

Taking the square of both sides:

(x^(-1/2))^2 = (3/2)^2,

x^(-1) = 9/4.

Now, we take the reciprocal of both sides:

1/x = 4/9.

Solving for x:

x = 9/4.

Therefore, the point on the graph of f(x) where the tangent line has a slope of -1/2 is (9/4, f(9/4)).

Please note that the function f(x) is only defined for x ≥ 0, so the points (1, f(1)) and (9/4, f(9/4)) lie within the domain of f(x).

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Use the continuous compound interest formula to find the indicated value. \( A=\$ 18,642 ; P=\$ 12,400 ; t=60 \) months; \( r=? \)

Answers

Using the continuous compound interest formula, the interest rate \( r \) is approximately 2.72% per month.

The continuous compound interest formula is given by \( A = P e^{rt} \), where \( A \) is the final amount, \( P \) is the principal (initial amount), \( r \) is the interest rate per unit time, and \( t \) is the time in the same units as the interest rate.

Given \( A = \$18,642 \), \( P = \$12,400 \), and \( t = 60 \) months, we can rearrange the formula to solve for \( r \):
\[ r = \frac{1}{t} \ln \left(\frac{A}{P}\right) \]

Substituting the given values, we have:
\[ r = \frac{1}{60} \ln \left(\frac{18642}{12400}\right) \approx 0.0272 \]

Converting the interest rate to a percentage, the approximate interest rate \( r \) is 2.72% per month.

Therefore, using the continuous compound interest formula, the interest rate \( r \) is approximately 2.72% per month.

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9. Which of the following is true of the commutative property under subtraction? A. 10−9=10−9 B. 10+9=9+10 C. 10−9

=9−10 D. 10−9=10+9 Mark for review (Will be highlighted on the review page)

Answers

The commutative property under subtraction that is true are (10-9 = 10-9). The correct answer is C.

The commutative property states that for addition, changing the order of the numbers does not affect the result, while for subtraction, changing the order of the numbers does affect the result.

Option A (10-9 = 10-9) is true because subtraction does not have the commutative property, so changing the order of the numbers does affect the result.

Option B (10+9 = 9+10) is true because addition does have the commutative property, and changing the order of the numbers does not affect the result.

Option C (10-9 ≠ 9-10) is true because subtraction does not have the commutative property, and changing the order of the numbers does affect the result.

Option D (10-9 = 10+9) is not true because it combines addition and subtraction, and it does not represent the commutative property of subtraction.

Therefore, the correct answer is C.

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Lush Gardens Co. bought a new truck for $58,000. It paid $6,380 of this amount as a down payment and financed the balance at 4.88% compounded semi-annually. If the company makes payments of $1,800 at the end of every month, how long will it take to settle the loan? years months Express the answer in years and months, rounded to the next payment period

Answers

it will take approximately 3 years and 8 months to settle the loan.

To calculate the time it will take to settle the loan, we can use the formula for the future value of an ordinary annuity:

FV = P * ((1 + r)ⁿ - 1) / r

Where:

FV is the future value of the annuity (loan amount)

P is the payment amount ($1,800)

r is the interest rate per period (4.88% per annum compounded semi-annually)

n is the number of periods

The loan amount is the difference between the purchase price and the down payment:

Loan amount = $58,000 - $6,380 = $51,620

We need to solve for n, so let's rearrange the formula and solve for n:

n = (log(1 + (FV * r) / P)) / log(1 + r)

Substituting the values, we have:

n = (log(1 + ($51,620 * 0.0488) / $1,800)) / log(1 + 0.0488)

Using a calculator, we find:

n ≈ 3.66

This means it will take approximately 3.66 years to settle the loan. Since the company makes monthly payments, we need to convert this to years and months.

Since there are 12 months in a year, the number of months is given by:

Number of months = (n - 3) * 12

Substituting the value of n, we have:

Number of months = (3.66 - 3) * 12 ≈ 7.92

Rounding up to the next payment period, the company will take approximately 8 months to settle the loan.

Therefore, it will take approximately 3 years and 8 months to settle the loan.

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An Environmental and Health Study in UAE found that 42% of homes have security system, 54% of homes have fire alarm system, and 12% of homes have both systems. What is the probability of randomly selecting a home which have at least one of the two systems? Round your answer to two decimal places.

Answers

The probability of randomly selecting a home that has at least one of the two systems is 0.84, rounded to two decimal places.

To find the probability of randomly selecting a home that has at least one of the two systems, we can use the principle of inclusion-exclusion.

Let's denote:

P(A) = probability of a home having a security system

P(B) = probability of a home having a fire alarm system

We are given:

P(A) = 0.42 (42% of homes have a security system)

P(B) = 0.54 (54% of homes have a fire alarm system)

P(A ∩ B) = 0.12 (12% of homes have both systems)

To find the probability of at least one of the two systems, we can use the formula:

P(A ∪ B) = P(A) + P(B) - P(A ∩ B)

Substituting the given values:

P(A ∪ B) = 0.42 + 0.54 - 0.12

         = 0.84

Therefore, the probability of randomly selecting a home that has at least one of the two systems is 0.84, rounded to two decimal places.

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The point (−8,5) is on the graph of y=f(x). a) A point on the graph of y=g(x), where g(x)=−f(x) is b) A point on the graph of y=g(x), where g(x)=f(−x) is c) A point on the graph of y=g(x), where g(x)=f(x)−9 is d) A point on the graph of y=g(x), where g(x)=f(x+4) is e) A point on the graph of y=g(x), where g(x)= 1/5 f(x) is f) A point on the graph of y=g(x), where g(x)=4f(x) is

Answers

A point on the graph of y = g(x), where g(x) = -f(x), is (-8, -5). A point on the graph of y = g(x), where g(x) = f(-x), is (8, 5). A point on the graph of y = g(x), where g(x) = f(x) - 9, is (-8, -4). A point on the graph of y = g(x), where g(x) = f(x+4), is (-4, 5). A point on the graph of y = g(x), where g(x) = (1/5)f(x), is (-8, 1). A point on the graph of y = g(x), where g(x) = 4f(x), is (-8, 20).

a) To determine a point on the graph of y = g(x), where g(x) = -f(x), we can simply change the sign of the y-coordinate of the point. Therefore, a point on the graph of y = g(x) would be (-8, -5).

b) To determine a point on the graph of y = g(x), where g(x) = f(-x), we replace x with its opposite value in the given point. So, a point on the graph of y = g(x) would be (8, 5).

c) To determine a point on the graph of y = g(x), where g(x) = f(x) - 9, we subtract 9 from the y-coordinate of the given point. Thus, a point on the graph of y = g(x) would be (-8, 5 - 9) or (-8, -4).

d) To determine a point on the graph of y = g(x), where g(x) = f(x+4), we substitute x+4 into the function f(x) and evaluate it using the given point. Therefore, a point on the graph of y = g(x) would be (-8+4, 5) or (-4, 5).

e) To determine a point on the graph of y = g(x), where g(x) = (1/5)f(x), we multiply the y-coordinate of the given point by 1/5. Hence, a point on the graph of y = g(x) would be (-8, (1/5)*5) or (-8, 1).

f) To determine a point on the graph of y = g(x), where g(x) = 4f(x), we multiply the y-coordinate of the given point by 4. Therefore, a point on the graph of y = g(x) would be (-8, 4*5) or (-8, 20).

The points on the graph of y = g(x) for each function g(x) are:

a) (-8, -5)

b) (8, 5)

c) (-8, -4)

d) (-4, 5)

e) (-8, 1)

f) (-8, 20)

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Find the Laplace transform of f(t)={4 0

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The Laplace transform of the periodic function f(t) is F(s) = 8 [1/s - e^(-3s)s].

The given function f(t) is periodic with a period of 6. Therefore, we can express it as a sum of shifted unit step functions:

f(t) = 4[u(t) - u(t-3)] + 4[u(t-3) - u(t-6)]

Now, let's find the Laplace transform F(s) using the definition:

F(s) = ∫[0 to ∞]e^(-st)f(t)dt

For the first term, 4[u(t) - u(t-3)], we can split the integral into two parts:

F1(s) = ∫[0 to 3]e^(-st)4dt = 4 ∫[0 to 3]e^(-st)dt

Using the formula for the Laplace transform of the unit step function u(t-a):

L{u(t-a)} = e^(-as)/s

We can substitute a = 0 and get:

F1(s) = 4 ∫[0 to 3]e^(-st)dt = 4 [L{u(t-0)} - L{u(t-3)}]

     = 4 [e^(0s)/s - e^(-3s)/s]

     = 4 [1/s - e^(-3s)/s]

For the second term, 4[u(t-3) - u(t-6)], we can also split the integral into two parts:

F2(s) = ∫[3 to 6]e^(-st)4dt = 4 ∫[3 to 6]e^(-st)dt

Using the same formula for the Laplace transform of the unit step function, but with a = 3:

F2(s) = 4 [L{u(t-3)} - L{u(t-6)}]

     = 4 [e^(0s)/s - e^(-3s)/s]

     = 4 [1/s - e^(-3s)/s]

Now, let's combine the two terms:

F(s) = F1(s) + F2(s)

    = 4 [1/s - e^(-3s)/s] + 4 [1/s - e^(-3s)/s]

    = 8 [1/s - e^(-3s)/s]

Therefore, the Laplace transform of the periodic function f(t) is F(s) = 8 [1/s - e^(-3s)/s].

Regarding the minimal period T for the function f(t), as mentioned earlier, the given function has a period of 6. So, T = 6.

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Math help please would be greatly appreciated

Answers

Answer:

4.3

Step-by-step explanation:

78= -16t²+37t+211

0= -16t²+37t+133

Using the quadratic formula,

(-37±√(37²-4*-16*133))/(2*-16)

(-37±√9881)/(-32)

(-37-√9881)/ -32 = 4.2626= 4.3

While -1.95 is a solution to the quadratic formula, a negative value doesn't make sense in this context.

Answer:

E. 4.3

Step-by-step explanation:

We have the equation S = -16t^2 + 37t + 211

Given S = 78, then

78 = -16t^2 + 37t + 211

-16t^2 + 37t + 211 - 78 = 0

-16t^2 + 37t + 133 = 0

Using quadratic equation ax^2 + bx + c = 0

x = [-b ± √(b^2 - 4ac)] / (2a)

t = [-37 ± √(37^2 - 4(-16)(133)] / 2(-16)

t = [-37 ± √(1369 - (-8512)] / (-32)

t = [-37 ± √(9881)] / (-32)

a. t = [-37 + √(9881)] / (-32)

t = (-37 + 99.403) / (-32)

t = -1.95

b. t = [-37 - √(9881)] / (-32)

t = (-37 - 99.403) / (-32) = 4.26

Since t can't be a negative number, we have t = 4.26 or 4.3

Please double check my calculation. Hope this helps.

Use the limit definition of a definite integral to evaluate 0∫3​(3x2+1)dx.

Answers

The definite integral of the function f(x) = 3[tex]x^2[/tex] + 1 over the interval [0, 3] can be evaluated using the limit definition of a definite integral. The value of the integral is 30.

To evaluate the definite integral using the limit definition, we start by dividing the interval [0, 3] into small subintervals. Let's consider n subintervals, each with a width of Δx. The width of each subinterval is given by Δx = (3 - 0) / n = 3/n.

Next, we choose a sample point xi in each subinterval, where i ranges from 1 to n. We can take xi to be the right endpoint of each subinterval, which gives xi = i(3/n).

Now, we can calculate the Riemann sum, which approximates the area under the curve by summing the areas of rectangles. The area of each rectangle is given by f(xi) * Δx. Substituting the function f(x) = 3[tex]x^2[/tex] + 1 and Δx = 3/n, we have f(xi) * Δx = (3[tex](i(3/n))^2[/tex] + 1) * (3/n).

By summing these areas for all subintervals and taking the limit as n approaches infinity, we obtain the definite integral. Simplifying the expression, we get (27/[tex]n^2[/tex] + 1) * 3/n. As n approaches infinity, the term 27/[tex]n^2[/tex] becomes negligible, leaving us with 3/n.

Evaluating the definite integral involves taking the limit as n approaches infinity, so the integral is given by the limit of the Riemann sum: lim(n→∞) 3/n. This limit evaluates to zero, as the numerator remains constant while the denominator grows infinitely large. Hence, the value of the definite integral is 0.

In conclusion, the definite integral of the function f(x) = 3x^2 + 1 over the interval [0, 3] is equal to 30.

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Draw a Venn diagram to show the set.
A ∩ (B ∪ C')

Answers

The Venn diagram of A ∩ (B ∪ C') shows the intersection of set A with the union of sets B and C' which do not overlap.

1. Draw two overlapping circles representing sets B and C.

2. Label the circle for set B as 'B' and the circle for set C as 'C'.

3. Draw a circle representing set A that intersects with both circles for sets B and C.

4. Label the circle for set A as 'A'.

5. Draw a dashed circle outside of the circle for set C, representing the complement of set C, or C'.

6. Label the dashed circle as 'C'.

7. Shade in the intersection of set A with the union of sets B and C' to show the set A ∩ (B ∪ C').

8. Label the shaded area as 'A ∩ (B ∪ C')'.

This Venn diagram shows that the set A ∩ (B ∪ C') is the region where set A overlaps with the union of sets B and C', which do not overlap with each other.

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You have answered 0 out of 5 parts correctly. 1 attempt remaining. Write down the first five terms of the following recursively defined sequence. \[ a_{1}=-2 ; a_{n+1}=-2 a_{n}-5 \]

Answers

The first five terms of the given recursively defined sequence {a_n} are as follows:

a₁ = -2

a₂ = -2

a₁ - 5 = -2(-2) - 5 = 1

a₃ = -2

a₂ - 5 = -2(1) - 5 = -7

a₄ = -2

a₃ - 5 = -2(-7) - 5 = 9

a₅ = -2

a₄ - 5 = -2(9) - 5 = -23

A recursively defined sequence is a sequence in which each term is defined using one or more previous terms of the sequence. In other words, the value of each term is calculated based on the values of earlier terms in the sequence.

We are given the recursively defined sequence, where the first term is given as a₁ = -2 and the formula for the (n + 1) term is given as a₍ₙ₊₁₎=-2 aₙ-5.

We need to find the first five terms of the given sequence.

{a₁, a₂, a₃ , a₄, a₅, ....... }

The first term of the sequence is given as a₁ = -2.

Substituting n = 1 in the given formula to find a₂, we get:

a₂ = -2

a₁ - 5= -2 (-2) - 5= 1

Hence, the second term is a₂ = 1.

Again, substituting n = 2 in the formula to find a₃ , we get:

a_3 = -2

a₂ - 5= -2 (1) - 5= -7

Hence, the third term is a₃  = -7.

Again, substituting n = 3 in the formula to find a₄, we get:

a₄ = -2

a₃  - 5= -2 (-7) - 5= 9

Hence, the fourth term is a₄ = 9.

Again, substituting n = 4 in the formula to find a₅, we get:

a₅ = -2

a₄ - 5= -2 (9) - 5= -23

Hence, the fifth term is a₅ = -23.

Therefore, the first five terms of the given sequence are: {a₁, a₂, a₃, a₄, a₅} = {-2, 1, -7, 9, -23}.

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For the identity tan^2θ+sin^θ=sec^θ−cos^θ : a) Verify the identity for θ=30
b) Prove the identity

Answers

a) The identity is not verified for θ=30.

b) The identity can be proven using trigonometric identities and algebraic manipulations.

The given identity is tan^2θ + sin^θ = sec^θ - cos^θ. Let's verify this identity for θ=30.

a) For θ=30, we have:

tan^2(30) + sin^30 = sec^30 - cos^30

We know that tan(30) = √3/3, sin(30) = 1/2, sec(30) = 2, and cos(30) = √3/2.

Substituting these values, we get:

(√3/3)^2 + (1/2)^2 = 2^2 - (√3/2)^2

Simplifying further:

3/9 + 1/4 = 4 - 3/4

Combining the fractions and simplifying:

4/12 + 3/12 = 16/4 - 3/4

7/12 = 13/4

Since the left side and the right side are not equal, the identity does not hold for θ=30. Therefore, the identity is not verified for θ=30.

b) To prove the identity, we need to start with one side of the equation and manipulate it to obtain the other side.

Starting with the left side:

tan^2θ + sin^θ

Using the trigonometric identity tan^2θ = sec^2θ - 1, we can rewrite the left side as:

sec^2θ - 1 + sin^θ

Next, we can use the identity sec^2θ = 1 + tan^2θ to substitute sec^2θ in the equation:

1 + tan^2θ - 1 + sin^θ

Simplifying further:

tan^2θ + sin^θ

Now, let's focus on the right side of the equation:

sec^θ - cos^θ

Using the identity sec^θ = 1/cos^θ, we can rewrite the right side as:

1/cos^θ - cos^θ

To combine the two fractions, we need a common denominator. Multiplying the first fraction by cos^θ/cos^θ, we get:

cos^θ/cos^θ * 1/cos^θ - cos^θ

Simplifying further:

cos^θ/cos^2θ - cos^θ

Using the identity cos^2θ = 1 - sin^2θ, we can substitute cos^2θ in the equation:

cos^θ/(1 - sin^2θ) - cos^θ

Now, we have a common denominator:

cos^θ - cos^θ(1 - sin^2θ)/(1 - sin^2θ)

Expanding the numerator:

cos^θ - cos^θ + cos^θsin^2θ/(1 - sin^2θ)

Simplifying further:

cos^θsin^2θ/(1 - sin^2θ)

Using the identity sin^2θ = 1 - cos^2θ, we can substitute sin^2θ in the equation:

cos^θ(1 - cos^2θ)/(1 - (1 - cos^2θ))

Simplifying further:

cos^θ(1 - cos^2θ)/cos^2θ

Canceling out the common factor:

1 - cos^2θ/cos^2θ

Simplifying the expression:

1/cos^2θ

Since 1/cos^2θ is equal to sec^2θ,

we have obtained the right side of the equation.

In conclusion, by starting with the left side of the equation and manipulating it using trigonometric identities and algebraic steps, we have proven that the left side is equal to the right side. Therefore, the identity is verified.

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Use the Comparison Test to test the convergence of the series n=0∑[infinity] ​4n+34​ by comparing it to ∑n=0[infinity]​ Based on this comparison, the series

Answers

the series ∑[n=0 to ∞] (4n + 3) is divergent.

To test the convergence of the series ∑[n=0 to ∞] (4n + 3) using the Comparison Test, we will compare it to the series ∑[n=0 to ∞] (4n) by removing the constant term 3.

Let's analyze the series ∑[n=0 to ∞] (4n):

This is a series of the form ∑[n=0 to ∞] (c * n), where c is a constant. For this type of series, we can compare it to the harmonic series 1/n.

The harmonic series ∑[n=1 to ∞] (1/n) is a known divergent series.

Now, we can compare the series ∑[n=0 to ∞] (4n) to the harmonic series:

∑[n=0 to ∞] (4n) > ∑[n=1 to ∞] (1/n)

We can multiply both sides by a positive constant (in this case, 4):

4∑[n=0 to ∞] (4n) > 4∑[n=1 to ∞] (1/n)

Simplifying:

∑[n=0 to ∞] (16n) > ∑[n=1 to ∞] (4/n)

Now, let's compare the original series ∑[n=0 to ∞] (4n + 3) to the modified series ∑[n=0 to ∞] (16n):

∑[n=0 to ∞] (4n + 3) > ∑[n=0 to ∞] (16n)

If the modified series ∑[n=0 to ∞] (16n) diverges, then the original series ∑[n=0 to ∞] (4n + 3) also diverges.

Now, let's determine if the series ∑[n=0 to ∞] (16n) diverges:

This is a series of the form ∑[n=0 to ∞] (c * n), where c = 16.

We can compare it to the harmonic series 1/n:

∑[n=0 to ∞] (16n) > ∑[n=1 to ∞] (1/n)

Since the harmonic series diverges, the series ∑[n=0 to ∞] (16n) also diverges.

Therefore, based on the Comparison Test, since the series ∑[n=0 to ∞] (16n) diverges, the original series ∑[n=0 to ∞] (4n + 3) also diverges.

Hence, the series ∑[n=0 to ∞] (4n + 3) is divergent.

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Find the tangent line approximations to the following functions near x=0. (a) ex=__ (b) sin(πx)=__ (c) ln(2+x)=__ (d) 1/√ 1+x​= __

Answers

The tangent line approximations near x=0 for the given functions are as follows: (a) ex ≈ 1+x (b) sin(πx) ≈ πx (c) ln(2+x) ≈ x+ln(2) (d) 1/√(1+x) ≈ 1-x/2

(a) To find the tangent line approximation to the function ex near x=0, we use the fact that the derivative of ex is ex. The equation of the tangent line is y = f'(0)(x-0) + f(0), which simplifies to y = 1+x.

(b) For the function sin(πx), the derivative is πcos(πx). Evaluating the derivative at x=0 gives us f'(0) = π. Thus, the tangent line approximation is y = πx.

(c) The derivative of ln(2+x) is 1/(2+x). Evaluating the derivative at x=0 gives us f'(0) = 1/2. Therefore, the tangent line approximation is y = x + 0.6931, where 0.6931 is ln(2).

(d) The derivative of 1/√(1+x) is -1/(2√(1+x)). Evaluating the derivative at x=0 gives us f'(0) = -1/2. Thus, the tangent line approximation is y = 1 - x/2.

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Un camión puede cargar un máximo de 4,675 libras. Se busca en el trasportar cajas de 150
libras y un paquete extra de 175 libras. ¿Cuantas cajas puede transportar el camión?

Answers

The number of bags that the truck can move is given as follows:

31 bags.

How to obtain the number of bags?

The number of bags that the truck can move is obtained applying the proportions in the context of the problem.

The total weight that the truck can carry is given as follows:

4675 lbs.

Each bag has 150 lbs, hence the number of bags needed is given as follows:

4675/150 = 31 bags (rounded down).

The remaining weight will go into the extra package of 175 lbs.

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Given a normally distributed population with 100 elements that has a mean of 79 and a standard deviation of 16, if you select a sample of 64 elements from this population, find the probability that the sample mean is between 75 and 78.

a. 0.2857
b. 0.9772
c. 0.6687
d. 0.3085
e. -0.50

Answers

The probability that the sample mean is between 75 and 78 is 0.2857. Therefore, the option (a) 0.2857 is correct.

Solution:Given that the sample size n = 64 , population mean µ = 79 and population standard deviation σ = 16 .The sample mean of sample of size 64 can be calculated as, `X ~ N( µ , σ / √n )`X ~ N( 79, 2 )  . Now we need to find the probability that the sample mean is between 75 and 78.i.e. we need to find P(75 < X < 78) .P(75 < X < 78) can be calculated as follows;Z = (X - µ ) / σ / √n , with Z = ( 75 - 79 ) / 2. Thus, P(X < 75 ) = P(Z < - 2 ) = 0.0228 and P(X < 78 ) = P(Z < - 0.5 ) = 0.3085Therefore,P(75 < X < 78) = P(X < 78) - P(X < 75) = 0.3085 - 0.0228 = 0.2857Therefore, the probability that the sample mean is between 75 and 78 is 0.2857. Therefore, the option (a) 0.2857 is correct.

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What's the probability of seeing a value more than 3 SDs away from a Normal distribution's mean? (Hint: Look at slides 5−7 from Module 6 and remember our probability rules from Module 4)

Answers

P(X > 3) ≈ 0.00135 This value represents the probability of seeing a value more than 3 standard deviations away from the mean in a Normal distribution.

In a Normal distribution, approximately 99.7% of the data falls within 3 standard deviations of the mean. This means that the probability of seeing a value more than 3 standard deviations away from the mean is approximately 0.3% or 0.003.

To calculate this probability more precisely, you can use the properties of the Normal distribution and the standard deviation. By using z-scores, which measure the number of standard deviations a value is away from the mean, we can find the probability.

For values more than 3 standard deviations away from the mean, we are interested in the tails of the distribution. In a standard Normal distribution, the probability of observing a value more than 3 standard deviations away from the mean is given by:

P(X > 3) ≈ 0.00135

This value represents the probability of seeing a value more than 3 standard deviations away from the mean in a Normal distribution.

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Given 1∫4 ​f(x)dx=7,1∫11 ​f(x)dx=53, 3∫11​g(x)dx=9, find (a) 4∫11​f(x)dx (b) 11∫4​f(x)dx (c) 4∫11​(2f(x)+3g(x))dx

Answers

(a) The value of the integral from 4 to 11 of f(x) is 46.

(b) The value of the integral from 11 to 4 of f(x) is -46.

(c) The value of the integral from 4 to 11 of (2f(x) + 3g(x)) is 94.

a)To find the value of the integral from 4 to 11 of f(x), we can use the given information and apply the fundamental theorem of calculus. Since we know the value of the integral from 1 to 4 of f(x) is 7 and the integral from 1 to 11 of f(x) is 53, we can subtract the two integrals to find the integral from 4 to 11. Therefore, [tex]\int\limits^{11}_4 {f(x)} \, dx[/tex] = [tex]\int\limits^{11}_1 {f(x)} \, dx - \int\limits^4_1 {f(x)} \, dx[/tex]= 53 - 7 = 46.

b)Similarly, to find the value of the integral from 11 to 4 of f(x), we can reverse the limits of integration. The integral from 11 to 4 is equal to the negative of the integral from 4 to 11. Hence,[tex]\int\limits^4_{11 }{f(x)} \, dx[/tex] = [tex]-\int\limits^{11}_4 {f(x)} \, dx[/tex] = -46.

c)To evaluate the integral of (2f(x) + 3g(x)) from 4 to 11, we can use the linearity property of integrals. We can split the integral into two separate integrals: [tex]2\int 4^{11} \(f(x))dx + 3\int4^{11 }g(x)dx[/tex]. Using the given information, we can substitute the known values and evaluate the integral. Therefore,     [tex]\int\limits^4_{11}[/tex] (2f(x) + 3g(x))dx = [tex]2\int 4^{11} \(f(x))dx + 3\int4^{11 }g(x)dx[/tex]= 2(46) + 3(9) = 92 + 27 = 119.

the integral from 4 to 11 of f(x) is 46, the integral from 11 to 4 of f(x) is -46, and the integral from 4 to 11 of (2f(x) + 3g(x)) is 119.

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Compute the difference quotient f(x+h)−f(x)/h for the function f(x)=2x^2 +11x+5

Answers

The difference quotient of f(x) = 2x^2 + 11x + 5 is 4x + 2h + 11.

The difference quotient of the function f(x) = 2x^2 + 11x + 5 is given by (f(x+h) - f(x))/h.

To find f(x+h), we substitute (x+h) for x in the given function:

f(x+h) = 2(x+h)^2 + 11(x+h) + 5

= 2(x^2 + 2hx + h^2) + 11x + 11h + 5

= 2x^2 + 4hx + 2h^2 + 11x + 11h + 5

Now, we can substitute both f(x+h) and f(x) into the difference quotient formula and simplify:

(f(x+h) - f(x))/h = ((2x^2 + 4hx + 2h^2 + 11x + 11h + 5) - (2x^2 + 11x + 5))/h

= (2x^2 + 4hx + 2h^2 + 11x + 11h + 5 - 2x^2 - 11x - 5)/h

= (4hx + 2h^2 + 11h)/h

= 4x + 2h + 11

Therefore, the difference quotient of f(x) = 2x^2 + 11x + 5 is 4x + 2h + 11.

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Income is considered to be earned by an accrual-basis taxpayer when all services have been rendered whether or not the amount of income can be determined with reasonable accuracy. In a survey,a contingent question always follows a/an ______.A)double-barreled questionB)double-negative questionC)open-ended questionD)filter question Two Strengths and weaknesses of housing policy in the unitedstates. illgive a thumbs up!!The benefit or satisfaction that a person gets from the consumption of a good or service. Budget line Communism Barriers to entry Utility Which if the following are true statements regarding electrical safety (circle all that apply)?A) Current will go through the path of most resistance B) Current going through your body can cause burns C) Current going through your body can interfere with your nervous systems control of your muscles D) it is safe to stand in the middle of a field during a lightning storm E) A lightning rod attracts lightning A PERT analysis of a small project determined that the duration of the critical path is 10 weeks with a variance of 2 weeks. What project duration can be promised that will have only a 5% chance of time overrun? A. 11 weeks B. 10 weeks C. 12.3 weeks D. 13.3 weeks A conductor with resistance R carries a constant positive current , and hence dissipates a power P = Ri? This causes the conductor to heat up above the ambient temperature. Let T denote the temperature of the conductor above the ambient temperature at time t. T satisfies the equation a dT/dt + bT =P where a > 0, b>0 are thermal coefficients and P is the power dissipated in the conductor. The resistance R of the conductor changes with temperature according to: R = Ro (1 + cT) where the constant c is called the resistance temperature coefficient of the conductor and Ro > 0 is the resistance of the conductor at ambient temperature. Consider a metal wire, for which c>0. If the current i is smaller than a critical value crie the temperature T converges to a steady-state value as t . If the current is larger than this critical value of current, then the temperature T goes to const goes to o. (In practice, the temperature increases until the conductor is destroyed). This phenomenon is called thermal runaway. Assume a = 1J/C, b = 0.4 W/C , Ro = 1.9 and c = 0.010/C Find the critical value ferit. above which thermal runaway occurs. Enter your answer, in Amperes (A), to 2 decimal places in the box below. Enter the numerical value only without units Write with required explanations and support answerswith examples or relate to the scenarioMcDonalds offers meal sets and other combo meals for pricesthat are discounted, compared to purchasing SAT scores: Assume that in a given year the mean mathematics SAT scere was 572 , and the rtandard deviation was 127 . A sample of 72 scores is chosen. Use Excel. Part 1 of 5 (a) What is the probability that the sample mean score is less than 567 Th Rodnd the an swer to at leart four decimal places. The probability that the sample mean score is less than 567 is Part 2 of 5 (b) What is the probabilicy that the sample mean score is between 557 and 550 h Round the answer to at least four decimal places. The probability that the sample mean score is betiveen 537 and 5SD is Part 3 of 5 (c) Find the 60 ^1percentile of the sample mean. Round the answer te at litast two decimal places. The 60 percentile of the sample mean is Part 4 of 5 (d) Would in be unusual if the sample mean were greater than 580 s foond the ans wer to at least four decimal glaces- It be unusual if the sample mean were greater that 590 , since the probability is Parti 4/5 Part 5 of 5 (6) Do you think it would be unurval for an individual ts get a score preacer than 550 fapiain. Aarnume the variabie it normally id itributed. Robind the antuer to at least four decimal places. becoute the probabilicy ther an insividal peta s scere sreaces than 550 in If the fusion of two unknown atoms results in a particle with 0.0000023 kg less mass than the sum of the masses of the two unknown atoms, how much energy is released? Report your answer to zero decimal places. Suppose that consumer income decreases and that hamburger is an inferior good. Which of the following will occur in the market for hamburger? $83 million. These outcomes are all equally likely, and this risk is diversifiable. Suppose the risk-free interest rate is 5% and that, in the event of default, 20% of the value of Gladstone's assets will be lost to bankruptcy costs. (Ignore all other market imperfections, such as taxes.) What is the initial value of Gladstone's equity without leverage? Which one of the following is not a qualifying person for purposes of the Child and Dependent Care Credit? Spouse who was physically unable to care for himself or herself. Dependent who was age 12 when the care was provided and for whom the taxpayer can claim an exemption. Child who was under age 13 when the care was provided, but who lived with the taxpayer's former spouse all year. Dependent who was mentally unable to care for himself or herself and for whom the taxpayer can claim an exemption. Long-term capital gains (LTCG) and losses (LTCL) are combined to determine the net long-term capital gain or loss for the year. A net capital loss is not deductible against (This question is a repeat from quiz #3). Future income Prior income Section 179 income Ordinary income The South African Reserve bank recently announced an increase in the policy interest rate of 100 bases points, bringing the new policy rate to 4% and market interest rate to 5%. At the time of the announcement John was deciding whether to open a 1 year fixed deposit account that will yield him a 5 % return. Assuming an inflation rate of 5 % at the time of the announcement, do you think John should open that fixed deposit account? When prices rise, because the AS curve shifts to the left, this is called cost-push, or supply-side, inflation. In that period; what can be seen in the economy? a) we could not mention unemployment, b) we mentioned economical growth, c) lower inflation & higher output, d) higher inflation & lower output (stagflation) what is the tensile strength of the aluminum foil sample