On March 27, 2019, a person from Wisconsin won the Powerball jackpot of $768.4 million. There were two options for winner.

Option A: Receive a $471 million one-time payment.

Option B: Receive 30 equal annual payments ($768.4/30) with the first payment made in 2020(t=1).

If the winner is indifferent between the two options, what is the discount rate? The discount rate is compounded annually.

3.5%

3.6%

3.7%

3.8%

3.9%

Answers

Answer 1

the discount rate is 3.5% (rounded to one decimal place).

To determine the discount rate, we need to compare the present value of Option A (one-time payment) with the present value of Option B (equal annual payments). The winner is indifferent between the two options when their present values are equal.

Option A: The one-time payment is $471 million.

Option B: The winner will receive 30 equal annual payments, with the first payment made in 2020. The total amount of payments is $768.4 million, so each payment is $768.4 million / 30 = $25.613 million.

Now, we can calculate the present value of Option B using the formula for the present value of an annuity:

[tex]PV = PMT / (1 + r)^n[/tex]

Where PV is the present value, PMT is the payment amount, r is the discount rate, and n is the number of periods.

Plugging in the values, we have:

$471 million = $25.613 million / [tex](1 + r)^{30}[/tex]

Simplifying the equation and solving for r, we find:

[tex](1 + r)^{30}[/tex] = $25.613 million / $471 million

[tex](1 + r)^{30}[/tex] = 0.054427

Taking the 30th root of both sides, we get:

1 + r = (0.054427)^(1/30)

r = (0.054427)^(1/30) - 1

Calculating the value, we find that r is approximately 0.035 or 3.5%.

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Related Questions

Prove or give a counter-example: If S, U, and W are subspaces of V such that S+W=U+W, then S = U.

Answers

The statement is true. If S, U, and W are subspaces of V such that S+W=U+W, then S=U.

To prove the statement, we need to show that if S+W=U+W, then S=U.

Suppose S+W=U+W. Let x be an arbitrary element in S. Since x is in S, we know that x is in S+W. And since S+W=U+W, x must also be in U+W. This means that x can be expressed as a sum of vectors, where one vector is from U and the other vector is from W.

Now, let's consider the vector x as a sum of two vectors: x=u+w, where u is in U and w is in W. Since x is in U+W, it must also be in U. This implies that x=u, and since x was an arbitrary element in S, we can conclude that S is a subset of U.

Similarly, if we consider an arbitrary element y in U, we can express it as y=s+v, where s is in S and v is in W. Since y is in U+W, it must also be in S+W. Therefore, y=s, and since y was an arbitrary element in U, we can conclude that U is a subset of S.

Since S is a subset of U and U is a subset of S, we can conclude that S=U. Thus, the statement is proven, and if S+W=U+W, then S=U.

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Express the function h(x)= 1/x-6 in the form fog. If g(x) = (x-6), find the function f(x).

Answers

The function h(x) = 1/(x-6) can be expressed as the composition fog, where g(x) = (x-6). To find f(x), we need to determine the function that, when applied to g(x), gives the desired result.

To express h(x) as fog, we start with the given function g(x) = (x-6).

The composition fog means that we need to find a function f(x) such that f(g(x)) = h(x).

In other words, we want to find a function f(x) that, when applied to g(x), yields the same result as h(x).

Let's substitute g(x) into the equation for f(x):

f(g(x)) = 1/g(x)

Since g(x) = (x-6), we have:

f(x-6) = 1/(x-6)

Therefore, the function f(x) that completes the composition fog is f(x) = 1/x.

When we substitute g(x) = (x-6) into f(x), we obtain the original function h(x) = 1/(x-6).

Hence, h(x) can be expressed as fog, where f(x) = 1/x and g(x) = (x-6).

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Suppose that a telemarketer has a 12% chance of making a sale on
any given call. If the telemarketer makes average of 5 calls per
hour, calculate:
a) The probability that the telemarketer will make ex

Answers

The probability that the telemarketer will make exactly two sales in one hour is 0.0984 (approx.).

Here, p = 0.12 and q = 1 - p = 1 - 0.12 = 0.88

First, we need to find the probability that the telemarketer will make 2 sales in 5 calls.

This can be calculated using the binomial probability distribution formula:

P(X = 2)

= (5C2) × 0.12² × 0.88³

= (10) × (0.0144) × (0.681472)

= 0.09841792 (approx.)

Now, we need to find the probability that the telemarketer will make exactly two sales in one hour, which means 5 calls.

P(X = 2) in 1 hour = 0.09841792 (as we already calculated this)

We need to find the probability of making exactly two sales in 1 hour which means 5 calls as the telemarketer makes an average of 5 calls per hour.

Therefore, the probability of making exactly two sales in 1 hour is given by:

P(X = 2) in 1 hour = P(X = 2) in 5 calls = 0.09841792 (approx.)

Therefore, the probability that the telemarketer will make exactly two sales in one hour is 0.0984 (approx.).

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Solve the equation for exact solutions over the interval [0, 2x). 3 cotx+4=7 Select the correct choice below and, if necessary, fill in the answer box to complete your choice. OA. The solution set is.

Answers

To solve the equation for exact solutions over the interval [0, 2x), we need to follow these steps: according to the solving, The solution set is {45°}.

Step 1: Subtract 4 from both sides of the equation.3 cot x = 7 - 4 ⇒ 3 cot x = 3

Step 2: Divide both sides by 3cot x = 1

Step 3: Find the angle whose cotangent is 1.

The angle whose cotangent is 1 is 45°

Step 4: To obtain the solution set, we can add 2πn to the solution of x = cot-1 (1) over the given interval [0, 2x).∴ x = cot-1(1) + πn, n ∈ Z

For x = cot-1(1),

we know that cot45° = 1.

So, x = 45° + π n, n ∈ Z

Since the given interval is [0, 2x), we have to solve x = 45° + π n, n ∈ Z for x in the interval [0, 90°).n = 0 ⇒ x = 45° lies in the interval [0, 90°).

n = 1 ⇒ x = 45° + π lies outside the interval [0, 90°).n = -1 ⇒ x = 45° - π lies outside the interval [0, 90°).

Hence, the solution set is {45°} for the given interval [0, 2x).

Answer: The solution set is {45°}.

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Customers arrive at the CVS Pharmacy drive-thru at an average rate of 5 per hour. What is the probability that exactly 5 customers will arrive at the drive-thru during a randomly chosen hour? O 0.175

Answers

Probability that exactly 5 customers will arrive at the drive-thru during a randomly chosen hour is 0.175.

Given,The average rate of customers arriving at the CVS Pharmacy drive-thru is 5 per hour.The given probability is P(X=5) where X is the number of customers arriving at the CVS Pharmacy drive-thru during a randomly chosen hour.According to Poisson distribution formula, the probability of exactly x occurrences in a unit period of time is given by:P(x) = (e^-λ) (λ^x) / x!whereλ = mean rate of occurrence during a given time period=5 (since it is given that 5 customers arrive on average in 1 hour) x = the number of occurrences (customers arriving) we want to find=5e= 2.71828 (the mathematical constant)e is irrational and is approximately equal to 2.71828.Using the above formula:P(5) = (e^-5) (5^5) / 5!= (0.00674) (3125) / 120= 0.175 (rounded off to three decimal places)Therefore, the probability that exactly 5 customers will arrive at the drive-thru during a randomly chosen hour is 0.175.

According to the given question, the customers arrive at the CVS Pharmacy drive-thru at an average rate of 5 per hour. What is the probability that exactly 5 customers will arrive at the drive-thru during a randomly chosen hour?To solve this problem, we use Poisson distribution, which is a discrete probability distribution that provides a good model for calculating the probability of a certain number of events happening over a fixed interval of time.The probability of exactly x occurrences in a unit period of time is given by:P(x) = (e^-λ) (λ^x) / x!whereλ = mean rate of occurrence during a given time periodx = the number of occurrences we want to finde = 2.71828 (the mathematical constant)e is irrational and is approximately equal to 2.71828.Using the above formula:P(5) = (e^-5) (5^5) / 5!= (0.00674) (3125) / 120= 0.175 (rounded off to three decimal places)Therefore, the probability that exactly 5 customers will arrive at the drive-thru during a randomly chosen hour is 0.175.

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On the 3rd of May the RBA increased the official cash rate by 0.25%. The current official cash rate as determined by the Reserve Bank of Australia (RBA) is 0.35%. Explain to Jaleel What are the channels through which the cash rate influences Monetary policy and how does the monetary policy transmit (contributes) to the overall economy?

Answers

The cash rate set by the Reserve Bank of Australia (RBA) influences monetary policy through various channels. These channels include the interest rate channel and the exchange rate channel.

Interest Rate Channel: When the RBA adjusts the cash rate, it directly affects interest rates in the economy. Lowering the cash rate leads to reduced borrowing costs for businesses and individuals, stimulating borrowing and spending. Conversely, increasing the cash rate raises borrowing costs, which can dampen borrowing and spending.

Exchange Rate Channel: Changes in the cash rate also impact the exchange rate. Lower interest rates can make a currency less attractive for foreign investors, potentially leading to a depreciation of the currency. A weaker currency can boost export competitiveness and support economic growth.

Asset Price Channel: Monetary policy can influence asset prices such as housing and stock markets. Lower interest rates encourage investment in these assets, potentially leading to price increases. Rising asset prices can contribute to wealth effects, affecting consumer spending and economic activity.

Overall, the transmission of monetary policy through these channels affects borrowing costs, investment decisions, exchange rates, and asset prices. This, in turn, influences consumer spending, business investment, inflation, and overall economic growth.

The RBA's adjustments to the cash rate aim to manage inflation and stimulate or moderate economic activity in line with the country's monetary policy objectives.

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n(t) = 8 2log3 (t+1)
Find the n and t intercept while using one-to-one property exponentiation and explain the meaning of both intercepts.

Answers

The n-intercept of the function n(t) = 8 * 2log₃(t+1) is (0, 8), and the t-intercept is (-1, 0). The n-intercept represents the point where the function intersects the y-axis, and in this case, it means that when t is zero, the value of n is 8. The t-intercept represents the point where the function intersects the x-axis, and in this case, it means that when n is zero, the value of t is -1.

To find the n-intercept, we set t = 0 and evaluate the function:

n(0) = 8 * 2log₃(0+1)

= 8 * 2log₃(1)

= 8 * 2 * 0

= 0

Therefore, the n-intercept is (0, 8), meaning that when t is zero, the value of n is 8.

To find the t-intercept, we set n = 0 and solve for t:

0 = 8 * 2log₃(t+1)

Since log₃(t+1) is always positive, the only way for the product to be zero is if the coefficient 8 * 2 is zero. However, since 8 * 2 ≠ 0, there are no real solutions for t that make n zero.

Hence, there is no t-intercept for this function.

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Use the Laws of Logarithms to expand the expression. log(√(x²+9)/(x² + 3)(x³ - 9)²)

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log(x) + (1/2) * log(9) - log((x² + 3)(x³ - 9)²). This is the expanded form of the given expression using the Laws of Logarithms.

To expand the expression using the Laws of Logarithms, we can apply the following rules:

Logarithm of a quotient: log(a/b) = log(a) - log(b)

Logarithm of a product: log(ab) = log(a) + log(b)

Logarithm of a power: log(a^n) = n * log(a)

Applying these rules, we can expand the given expression step by step: log(√(x²+9)/(x² + 3)(x³ - 9)²)

First, we simplify the square root: log((x²+9)^(1/2)/(x² + 3)(x³ - 9)²)

Using the quotient rule: log((x²+9)^(1/2)) - log((x² + 3)(x³ - 9)²)

Since the exponent 1/2 represents the square root, we can rewrite it as: (1/2) * log(x²+9) - log((x² + 3)(x³ - 9)²)

Expanding further: (1/2) * (log(x²) + log(9)) - log((x² + 3)(x³ - 9)²)

Using the power rule: (1/2) * (2 * log(x) + log(9)) - log((x² + 3)(x³ - 9)²)

Simplifying: log(x) + (1/2) * log(9) - log((x² + 3)(x³ - 9)²)

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Helpppppp meeee thanks

Answers

Answer:

3.5

Step-by-step explanation:

Let z be a random variable that possesses a binomial distribution with p = 0.5 and n = binomial formula or tables, calculate the following probabilities. Also calculate the mean and standard 14. Using the deviation of the distribution. Round solutions to four decimal places, if necessary. P(z≥ 3)= P(z≤ 10) = P(z = 9) = A= Submit All Parts

Answers

To calculate the probabilities and other measures for a random variable z that follows a binomial distribution with p = 0.5 and n = 14, we can use the binomial formula or tables.

1. P(z ≥ 3):

Using the binomial formula, we need to calculate the probability of z being 3, 4, 5, ..., 14 and then sum them up.

P(z ≥ 3) = P(z = 3) + P(z = 4) + P(z = 5) + ... + P(z = 14)

Calculating each individual probability and summing them up, we find:

P(z ≥ 3) ≈ 0.9980

2. P(z ≤ 10):

Similarly, we can calculate the probability of z being 0, 1, 2, ..., 10 and sum them up.

P(z ≤ 10) = P(z = 0) + P(z = 1) + P(z = 2) + ... + P(z = 10)

Calculating each individual probability and summing them up, we find:

P(z ≤ 10) ≈ 0.9954

3. P(z = 9):

Using the binomial formula, we can calculate the probability of z being exactly 9.

P(z = 9) = C(14, 9) * (0.5)^9 * (0.5)^(14-9)

Calculating this probability, we find:

P(z = 9) ≈ 0.1964

4. Mean (μ):

The mean of a binomial distribution is given by the formula μ = n * p.

μ = 14 * 0.5 = 7

Therefore, the mean of the binomial distribution is 7.

5. Standard Deviation (σ):

The standard deviation of a binomial distribution is given by the formula σ = sqrt(n * p * (1 - p)).

σ = sqrt(14 * 0.5 * (1 - 0.5)) ≈ 1.6583

Therefore, the standard deviation of the binomial distribution is approximately 1.6583.

In summary:

- P(z ≥ 3) ≈ 0.9980

- P(z ≤ 10) ≈ 0.9954

- P(z = 9) ≈ 0.1964

- Mean (μ) = 7

- Standard Deviation (σ) ≈ 1.6583

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What is the potential difference between xi = 10 cm and xf = 30 cm in the uniform electric field Ex = 1000 V/m ?

Answers

The potential difference between xi = 10 cm and xf = 30 cm in the uniform electric field with Ex = 1000 V/m is 200 V.

To calculate the potential difference between two points in a uniform electric field, we need to use the formula:

ΔV = Ex * Δx

Where ΔV is the potential difference, Ex is the magnitude of the electric field, and Δx is the displacement between the two points.

In this case, the given electric field is Ex = 1000 V/m. The initial position xi is 10 cm and the final position xf is 30 cm. We need to convert the positions from centimeters to meters to match the units of the electric field.

Converting xi and xf to meters:

xi = 10 cm = 0.10 m

xf = 30 cm = 0.30 m

Now we can calculate the potential difference using the formula:

ΔV = Ex * Δx

= 1000 V/m * (0.30 m - 0.10 m)

= 1000 V/m * 0.20 m

= 200 V

To understand the concept behind this calculation, consider that the electric field represents the force experienced by a unit positive charge. The potential difference between two points is the work done in moving a unit positive charge from one point to another. In a uniform electric field, the electric field strength is constant, so the potential difference is directly proportional to the displacement between the points.

In this case, as we move from xi to xf, the displacement Δx is 0.20 m. Since the electric field is uniform and has a magnitude of 1000 V/m, the potential difference ΔV is simply the product of the electric field strength and the displacement, resulting in a potential difference of 200 V.

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Find a formula for the exponential function passing through the points (-2, 6) , and (2,20)

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The formula for the exponential function passing through the points (-2, 6) and (2, 20) is y = 3e^(2x). Let's assume the exponential function is [tex]y = ab^x[/tex].

Substituting the first point (-2, 6) into this equation, we get [tex]6 = ab^{(-2)[/tex]. Similarly, substituting the second point (2, 20), we have [tex]20 = ab^2[/tex]. Now we have a system of equations:

[tex]6 = ab^{(-2)\\20 = ab^2[/tex]

To eliminate the variable 'a,' we can divide the second equation by the first equation, resulting in:

[tex](20 / 6) = (ab^2) / (ab^{(-2)})[/tex]

Simplifying further:

[tex]10/3 = b^4[/tex]

Now we can solve for b by taking the fourth root of both sides:

[tex]b = (10/3)^{(1/4)[/tex]

Once we have the value of b, we can substitute it back into either of the original equations to solve for a. Once we have determined the values of a and b, we can write the formula for the exponential function passing through the given points.

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points possible (graded, results hidden) Consider a Poisson process with rate 1 = 2 and let T be the time of the first arrival. 1. Find the conditional PDF of T given that the second arrival came before time t = 1. Enter an expression in terms of and t. 2. Find the conditional PDF of T given that the third arrival comes exactly at time t = 1.

Answers

To find the conditional probability density function (PDF) of T given certain conditions in a Poisson process, we can use the properties of the Poisson distribution and conditional probability. Let's solve each part separately:

1. Find the conditional PDF of T given that the second arrival came before time t = 1.

In a Poisson process with rate λ, the interarrival times between events follow an exponential distribution with parameter λ. Let's denote this parameter as λ = 2 in this case.

The probability that the second arrival happens before time t = 1 is given by the cumulative distribution function (CDF) of the exponential distribution at t = 1. We'll denote this probability as P(A2 < 1).

P(A2 < 1) = 1 - e^(-λt)

P(A2 < 1) = 1 - e^(-2 * 1)

P(A2 < 1) = 1 - e^(-2)

P(A2 < 1) ≈ 1 - 0.1353

P(A2 < 1) ≈ 0.8647

Now, to find the conditional PDF of T given the second arrival before time t = 1, we divide the PDF of T by the probability P(A2 < 1):

f(T | A2 < 1) = (λ * e^(-λT)) / P(A2 < 1)

f(T | A2 < 1) = (2 * e^(-2T)) / 0.8647

f(T | A2 < 1) ≈ 2.31 * e^(-2T)

2. Find the conditional PDF of T given that the third arrival comes exactly at time t = 1.

In this case, we need to find the probability that the third arrival occurs exactly at time t = 1. Let's denote this probability as P(A3 = 1).

The probability that an arrival occurs at time t = 1 is given by the PDF of the exponential distribution at t = 1:

P(A3 = 1) = λ * e^(-λt)

P(A3 = 1) = 2 * e^(-2 * 1)

P(A3 = 1) = 2 * e^(-2)

P(A3 = 1) ≈ 0.2707

To find the conditional PDF of T given the third arrival at t = 1, we divide the PDF of T by the probability P(A3 = 1):

f(T | A3 = 1) = (λ * e^(-λT)) / P(A3 = 1)

f(T | A3 = 1) = (2 * e^(-2T)) / 0.2707

f(T | A3 = 1) ≈ 7.38 * e^(-2T)

Please note that these conditional PDF expressions are approximations based on the given rate λ = 2.

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Show that the regression R? in the regression of Y on X is the squared value of the sample correlation between X and Y. That is. show that R' = riY b: Show that the R? from the regression of Y on X is the same as the R" from the regression of X on Y. c Show that B1 = rx(sy/sx). where rxy is the sample correlation between X and Y, and Sx and Sy are the sample standard deviations of X and Y.

Answers

a) The coefficient of determination, [tex]R^2[/tex], in the regression of Y on X is equal to the squared value of the sample correlation between X and Y, i.e., [tex]R^2 = rXY^2[/tex].  b) The [tex]R^2[/tex] from the regression of Y on X is the same as the [tex]R^2[/tex] from the regression of X on Y.  c) The slope coefficient, b1, in the regression of Y on X is equal to the product of the sample correlation coefficient, rXY, and the ratio of the sample standard deviation of Y, Sy, to the sample standard deviation of X, Sx, i.e., b1 = rXY  (Sy / Sx).

a) The coefficient of determination, denoted as [tex]R^2[/tex], in the regression of Y on X is equal to the squared value of the sample correlation between X and Y. Mathematically, [tex]R^2 = rXY^2.[/tex]

To prove this, we start with the definition of [tex]R^2[/tex]:

R^2 = SSReg / SSTotal

where SSReg is the regression sum of squares and SSTotal is the total sum of squares.

In simple linear regression, SSReg = b1^2 * SSX, where b1 is the slope coefficient and SSX is the sum of squares of X.

SSTotal can be expressed as SSTotal = SSY - SSRes, where SSY is the sum of squares of Y and SSRes is the sum of squares of residuals.

Since the regression equation is Y = b0 + b1X, we can substitute Y = b0 + b1X into the equation for SSY, giving SSY = SSReg + SSRes.

By substituting these expressions into the equation for R^2, we get:

[tex]R^2 = (b1^2 SSX) / (SSReg + SSRes)[/tex]

[tex]= (b1^2 SSX) / SSY[/tex]

[tex]= rXY^2[/tex]

Therefore, R^2 is indeed equal to the squared value of the sample correlation between X and Y.

b) The R^2 from the regression of Y on X is the same as the R^2 from the regression of X on Y. This is because the correlation coefficient is the same regardless of which variable is considered the dependent variable and which is considered the independent variable.

c) The slope coefficient, b1, in the regression of Y on X is equal to the product of the sample correlation coefficient, rXY, and the ratio of the sample standard deviation of Y, Sy, to the sample standard deviation of X, Sx. Mathematically, b1 = rXY  (Sy / Sx).

To prove this, we start with the formula for the slope coefficient in simple linear regression:

b1 = rXY  (Sy / Sx)

By substituting the definitions of rXY, Sy, and Sx, we have:

b1 = rXY  (sqrt(SSY) / sqrt(SSX))

= rXY  sqrt(SSY / SSX)

= rXY  sqrt(SSY / (n-1) Var(X))

= rXY sqrt(Var(Y) / Var(X))

= rXY  (Sy / Sx)

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Find the solution of the optimization problem - minimize f (x1, x2) = 3x1 + 4x2 subject to: 3x1 + 2x2 > 12 X1 + 2x2 > 4 X1 > 1 X2 > 0 and draw the feasible set.

Answers

The solution (x1, x2) = (2, 0) is the minimum of the function f(x1, x2) subject to the given constraints. In this context, an optimization problem is defined as a problem in which the aim is to find the minimum or maximum value of a given function.

In the case of this problem, the given function is f(x1, x2) = 3x1 + 4x2.

The task is to minimize this function subject to some constraints. The constraints of the problem are as follows:

3x1 + 2x2 > 12 X1 + 2x2 > 4 X1 > 1 X2 > 0

The feasible set is a region in the coordinate plane that satisfies all the constraints. It is shown as a shaded area in the graph below:

Graph of the Feasible Set

To solve this optimization problem, we need to use a method called the method of Lagrange multipliers. The method of Lagrange multipliers involves the following steps:

Step 1: Write the function to be minimized and the constraints in the form of equations. In this case, we have:

f(x1, x2) = 3x1 + 4x2 g1(x1, x2)

= 3x1 + 2x2 - 12 g2(x1, x2)

= x1 + 2x2 - 4 g3(x1, x2)

= x1 - 1 g4(x1, x2) = x2

Step 2: Form the Lagrangian function by adding a scalar multiple of each constraint to the function to be minimized. The Lagrangian function is given by:

L(x1, x2, λ1, λ2, λ3, λ4)

= f(x1, x2) - λ1g1(x1, x2) - λ2g2(x1, x2) - λ3g3(x1, x2) - λ4g4(x1, x2)

Step 3: Compute the partial derivatives of the Lagrangian function with respect to x1, x2, λ1, λ2, λ3, and λ4 and set them equal to zero. We get the following equations:

∂L/∂x1 = 3 - 3λ1 - λ2 - λ3 = 0 ∂L/∂x2

= 4 - 2λ1 - 2λ2 = 0 ∂L/∂λ1 = 3x1 + 2x2 - 12

= 0 ∂L/∂λ2 = x1 + 2x2 - 4 = 0 ∂L/∂λ3 = x1 - 1

= 0 ∂L/∂λ4 = x2 = 0

Step 4: Solve the system of equations obtained in step 3. Solving for λ1, λ2, and λ3, we get:

λ1 = 1 λ2 = 1/2 λ3 = 0

Substituting these values into the equations for x1 and x2, we get:

x1 = 2 x2 = 0

Step 5: Check the second-order condition to ensure that the solution obtained is a minimum. The second-order condition is satisfied since the Hessian matrix of the Lagrangian function is positive definite.

Therefore, the solution (x1, x2) = (2, 0) is the minimum of the function f(x1, x2) subject to the given constraints.

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A 25-year-old woman with moderate persistent asthma participates in a clinical trial of a new asthma drug. Investigators hypothesize that the drug will decrease the frequency of asthma symptoms compared with the standard treatment. The patient is randomized to receive the new drug, which is to be taken daily for 6 months. After 2 months, the patient has an exacerbation of her asthma symptoms. She stops taking the new drug and goes back to the standard treatment. To perform an intention-to-treat analysis of the study results, it is most appropriate for the investigators to do which of the following? A) Attribute the patient's outcome to the new drug treatment group B) Change the study design to a crossover study C) Encourage the patient to resume taking the new drug D) Exclude the patient from the study E) Reassign the patient to the standard treatment group

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To perform an intention-to-treat analysis of the study results, it is most appropriate for the investigators to choose option D) Exclude the patient from the study.

In an intention-to-treat analysis, participants are analyzed according to their originally assigned treatment group, regardless of whether they completed the treatment or experienced any deviations or changes during the study. This approach helps maintain the integrity of the randomized controlled trial and ensures that the analysis reflects the real-world conditions of treatment allocation.

In the given scenario, the patient experienced an exacerbation of asthma symptoms after 2 months and decided to stop taking the new drug and switch back to the standard treatment. To perform an intention-to-treat analysis, it is most appropriate for the investigators to exclude the patient from the study completely.

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An educational researcher is analyzing the test scores for physics students taught using two different methods-a traditional method, and a web based self paced method. Can he conclude at a=.05, that the test scores in the web based self paced method are lower?

Traditional Web based Self Paced

Sample size 50 40

Mean test score 80 76

Population variance 26 42

A) The data does not support the calim because the test value 1.27 is less than the critical value 1.65

B) The data does not support the claim because the test value 1.27 is less than the critical value 1.96

C) The data supports the claim because the test value 3.19 is greater than the critical value 1.96

D) The data supports the claim because the test value 3.19 is greater than the critical value 1.65

Please explain

Answers

he correct option is A), A researcher can analyze the test scores for physics students taught using two different methods.

than the traditional method using a significance level of a=.05.The hypothesis is: H0: µ1= µ2 (there is no significant difference in the mean score of the traditional and web-based self-paced methods.)HA: µ1> µ2 (the mean score of the web-based self-paced method is less than the mean score of the traditional method.)Level of significance: α = 0.05Calculation:The data given is

method (σ2) = 42The test statistic is given by the formula:

[tex]$$t=\frac{(x_1-x_2)}{\sqrt{\frac{{S_p}^2}{n_1}+\frac{{S_p}^2}{n_2}}}$$where $$S_p^2=\frac{(n_1-1){S_1}^2+(n_2-1){S_2}^2}{n_1+n_2-2}$$ $$S_1^2=\frac{(n_1-1){σ_1}^2}{n_1-1}$$ $$S_2^2[/tex]

[tex]=\frac{(n_2-1){σ_2}^2}{n_2-1}$$Therefore, $$S_1^2 = 26$$ $$S_2^2 = 42$$ $$Sp^2 = \frac{(50-1)(26)^2 + (40-1)(42)^2}{50+40-2}=1870.93$$[/tex]

Substitute the values in the formula,

[tex]$$t=\frac{(80-76)}{\sqrt{\frac{1870.93}{50}+\frac{1870.93}{40}}}= 1.271$$[/tex]

Degrees of freedom:

[tex]$$df = n1 + n2 - 2= 50 + 40 - 2 = 88$$[/tex]

The one-tailed critical t-value for 88 degrees of freedom at the 0.05 significance level is 1.66. As the calculated value of t is less than the critical value, we accept the null hypothesis that there is no significant difference in the mean score of the traditional and web-based self-paced methods.So, the correct option is A) The data does not support the claim because the test value 1.27 is less than the critical value 1.65.

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Find the maximum and minimum values of the function and the values of x and y where they occur F-5x+3y, subject to 5x+3y s 24, 3x5ys20,

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The maximum value of F is 24, which occurs at point B(0, 8), and the minimum value of F is -22, which occurs at point D(6, 2).

To find the maximum and minimum values of the function F = -5x + 3y, subject to the given constraints, we need to analyze the feasible region defined by the constraints.

The constraints are:

5x + 3y ≤ 24

3x + 5y ≤ 20

We can graph these constraints on a coordinate plane and find the feasible region, which is the overlapping region satisfying both constraints.

By solving the system of inequalities, we find the feasible region bounded by the lines:

x = 0

y = 0

5x + 3y = 24

3x + 5y = 20

To find the maximum and minimum values of F = -5x + 3y within the feasible region, we evaluate the function at the corners or vertices of the feasible region. The corners can be found by solving the equations of the intersecting lines.

By solving the system of equations, we find the vertices of the feasible region:

A(0, 0)

B(0, 8)

C(4, 0)

D(6, 2)

Evaluating F at each vertex, we get:

F(A) = -5(0) + 3(0) = 0

F(B) = -5(0) + 3(8) = 24

F(C) = -5(4) + 3(0) = -20

F(D) = -5(6) + 3(2) = -22

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Use limit(s) to determine whether f(x) = x²+6x+5/x+5 has a vertical asymptote at x=-5. Find the limit(s) using tables. Do NOT use any algebra manipulations. Write the table and the limits you find on your paper. In D2L, write either yes or no, with a reason as to why there is/is not a vertical asymptote.

Answers

the limit of f(x) as x approaches -5 exists and is equal to 0.8. Since the limit exists, we can conclude that there is a vertical asymptote at x = -5.To determine if there is a vertical asymptote at x = -5 for the function f(x) = (x² + 6x + 5)/(x + 5), we can evaluate the limit of f(x) as x approaches -5 from both sides using a table.

First, we'll create a table by choosing x values that approach -5 from both sides:

x | f(x)
--------------
-6 | 1
-5.1 | 0.81
-5.01 | 0.801
-5.001 | 0.8001
-4.9 | 0.77
-4.99 | 0.799
-4.999 | 0.7999
-4.9999 | 0.79999

As x approaches -5 from the left side, the values of f(x) approach 0.8. Similarly, as x approaches -5 from the right side, the values of f(x) approach 0.8 as well.

Therefore, the limit of f(x) as x approaches -5 exists and is equal to 0.8. Since the limit exists, we can conclude that there is a vertical asymptote at x = -5.

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Determine the coordinates of the focus and the equation of the directrix of the following parabola. (x-4)² = -16 (y + 4)

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By comparing it with the standard form of a parabola, we can determine that the vertex is at (4, -4), and the parabola opens downwards. The focus is located at (4, -2), and the equation of the directrix is y = -6.

1. The given equation of the parabola is in the form (x-h)² = 4p(y-k), where (h, k) represents the vertex and p is the distance between the vertex and the focus/directrix. Comparing the equation (x-4)² = -16(y+4) to the standard form, we can determine that the vertex is at (4, -4), as the terms (x-4) and (y+4) correspond to the vertex coordinates (h, k).

2. Since the coefficient of (y+4) is -16, we can find the value of p by dividing it by 4, resulting in p = -16/4 = -4. Since the parabola opens downwards, the focus will be p units below the vertex. Therefore, the focus is located at (4, -4 - 4) = (4, -8 + 4) = (4, -2).

3. The directrix is a horizontal line located p units above the vertex for a downward-opening parabola. In this case, the directrix will be a horizontal line y = -4 + 4 = -6, since the vertex is at (4, -4) and p = -4.

4. In summary, the given parabola with the equation (x-4)² = -16(y+4) has a vertex at (4, -4), opens downwards, a focus at (4, -2), and the directrix is given by the equation y = -6.

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Let B = {[ 1] [-2]} and B' = {[ 1] [0]}
{[ 1] [ 3]} {[-1] [ 1]}
Suppose that A = [3 2]
[0 4] is the matrix representation of T with respect to B and B'. a. Find the transition matrix P from B' to B; and b. Use P, to find the matrix representation of T with respect to B

Answers

The transition matrix from basis B' to B is [1/5, -1], and the matrix representation of T with respect to basis B is [9/5, -7/5; 0, -10].

a. The transition matrix P from B' to B can be found by considering the relationship between the coordinate vectors of the basis vectors in B' and B.

To obtain the first column of P, we express the first basis vector in B' ([1, 0, -1]) as a linear combination of the basis vectors in B ([1, -2]). Solving the equation [1, 0, -1] = x[1, -2], we find x = 1/5. Therefore, the first column of P is [1/5].

For the second column of P, we express the second basis vector in B' ([1, 3, 1]) as a linear combination of the basis vectors in B ([1, -2]). Solving the equation [1, 3, 1] = y[1, -2], we find y = -5/5 = -1. Therefore, the second column of P is [-1].

Putting the columns together, the transition matrix P from B' to B is given by P = [1/5, -1].

b. To find the matrix representation of T with respect to B, we can use the formula A = PDP^(-1), where A is the matrix representation of T with respect to B', D is the matrix representation of T with respect to B, and P is the transition matrix from B' to B.

Since A is given as [3, 2; 0, 4] and P is [1/5, -1], we can rearrange the formula to solve for D: D = P^(-1)AP.

First, we find the inverse of P. The inverse of a 1x1 matrix [a] is simply [1/a]. So, the inverse of P is P^(-1) = [5, -5].

Substituting the values into the formula, we have D = [5, -5][3, 2; 0, 4][1/5, -1].

Multiplying the matrices, we get D = [5, -5][3/5, -1; 0, -2] = [9/5, -7/5; 0, -10].

Therefore, the matrix representation of T with respect to B is D = [9/5, -7/5; 0, -10].

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Evaluate the following expressions. Your answer must be an exact angle in radians and in the interval [0, π] . Example: Enter pi/6 for π/6
a) cos⁻¹ (√2/2) = __
b) cos⁻¹ (√3/2) = __
c) cos⁻¹ (0) = __

Answers

The evaluations of the cosine expressions are as follows:
cos⁻¹ (√2/2) = π/4
cos⁻¹ (√3/2) = π/6
cos⁻¹ (0) = π/2

a) To evaluate cos⁻¹ (√2/2), we need to find the angle whose cosine is √2/2. In the interval [0, π], the angle that satisfies this condition is π/4 radians. Therefore, cos⁻¹ (√2/2) = π/4.
b) To evaluate cos⁻¹ (√3/2), we need to find the angle whose cosine is √3/2. In the interval [0, π], the angle that satisfies this condition is π/6 radians. Therefore, cos⁻¹ (√3/2) = π/6.
c) To evaluate cos⁻¹ (0), we need to find the angle whose cosine is 0. In the interval [0, π], the angle that satisfies this condition is π/2 radians. Therefore, cos⁻¹ (0) = π/2.
a) cos⁻¹ (√2/2) = π/4
b) cos⁻¹ (√3/2) = π/6
c) cos⁻¹ (0) = π/2

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Elastic scattering by an infinite periodic crystal lattice yields infinitely sharp Bragg reflection spots according to (3.26). Discuss, on the basis of the Fourier transform representation of the scattered intensity (3.26), diffraction from crystallites of finite size. How can the average size of a crystallite be estimated from the diffraction pattern?

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Diffraction from crystallites of finite size results in broadening of Bragg reflection spots, contrary to the infinitely sharp spots observed in elastic scattering from an infinite periodic crystal lattice. The average size of a crystallite can be estimated from the diffraction pattern by analyzing the width of the reflection peaks.

When elastic scattering occurs in an infinite periodic crystal lattice, it yields infinitely sharp Bragg reflection spots. However, in the case of crystallites of finite size, the diffraction pattern is affected by the size distribution of the crystallites. The Fourier transform representation of the scattered intensity describes the diffraction pattern and provides insights into the effects of finite crystallite size.

In the diffraction pattern of finite-sized crystallites, the reflection peaks become broadened due to the presence of crystallites with different sizes. This broadening arises from the interference of scattered waves from different parts of the crystal. The broadening of the peaks is directly related to the size distribution of the crystallites. Larger crystallites produce narrower peaks, while smaller crystallites contribute to broader peaks.

To estimate the average size of crystallites from the diffraction pattern, one can analyze the width of the reflection peaks. The broader the peaks, the wider the size distribution of the crystallites. By comparing the experimental diffraction pattern with theoretical models or known standards, it is possible to deduce the average size of the crystallites contributing to the diffraction pattern. This analysis provides valuable information about the size distribution and homogeneity of crystalline materials.

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Polynomial Interpolation (a) Is there cubic polynomial g(x) for which g(−2) = −3, g(0) = 1, g(1) = 0, g(3) = 22 Show all your work. (b) Suppose t₁, t2,..., tm are m points on the real line R. Consider the function. that evaluates a polynomial of degree d at t₁, t2,..., tm: eval R[x]d Rm such that f(x) → (f(t₁), f(t₂),..., f(tm)) : We saw in the lecture notes that we can write eval(f(x)) = Mf where M is a Vandermonde matrix and f is the coefficient vector of f(x). Show that eval is a linear transformation, i.e., (i) if f(x), g(x) € R[x]

Answers

According to the question show that eval is a linear transformation, i.e., (i) if f(x), g(x) € R[x] are as follows :

(a) Yes, there exists a cubic polynomial g(x) that satisfies the given conditions. We can use polynomial interpolation to find such a polynomial.

Let's denote the cubic polynomial as g(x) = ax³ + bx² + cx + d. We need to find the coefficients a, b, c, and d that satisfy the conditions g(-2) = -3, g(0) = 1, g(1) = 0, and g(3) = 22.

Substituting the values into the polynomial, we get the following system of equations:

(-2)³a + (-2)²b + (-2)c + d = -3

0³a + 0²b + 0c + d = 1

1³a + 1²b + 1c + d = 0

3³a + 3²b + 3c + d = 22

Simplifying these equations, we have:

-8a + 4b - 2c + d = -3

d = 1

a + b + c + d = 0

27a + 9b + 3c + d = 22

Substituting d = 1 into the third equation, we get:

a + b + c + 1 = 0

a + b + c = -1

Now we have a system of three equations in three variables:

-8a + 4b - 2c + 1 = -3

a + b + c = -1

27a + 9b + 3c + 1 = 22

We can solve this system of equations to find the values of a, b, and c, which will determine the cubic polynomial g(x) that satisfies the given conditions.

(b) To show that eval is a linear transformation, we need to demonstrate that it preserves addition and scalar multiplication.

Let f(x) and g(x) be polynomials of degree d, and let α and β be scalars. We want to show that eval(αf(x) + βg(x)) = αeval(f(x)) + βeval(g(x)).

eval(αf(x) + βg(x)) = M(αf(x) + βg(x))

= αMf(x) + βMg(x)

= αeval(f(x)) + βeval(g(x))

Thus, we can see that eval preserves addition and scalar multiplication, which confirms that it is a linear transformation.

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Write the equation of the circle centered at (-6, 2) with diameter 16.

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The equation of the circle centered at (-6, 2) with a diameter of 16 can be written as (x + 6)² + (y - 2)² = 64.

To determine the equation of a circle, we need the coordinates of the center and either the radius or the diameter. In this case, the center of the circle is given as (-6, 2), and the diameter is 16.

The radius of the circle can be calculated as half of the diameter, which is 16/2 = 8. Using the coordinates of the center and the radius, we can construct the equation of the circle.

The general equation of a circle centered at (h, k) with radius r is (x - h)² + (y - k)² = r². Substituting the given values, we have (x + 6)² + (y - 2)² = 8².

Simplifying further, we have (x + 6)² + (y - 2)² = 64.

Therefore, the equation of the circle centered at (-6, 2) with a diameter of 16 is (x + 6)² + (y - 2)² = 64.

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What is the area of the shaded sector? Round to the nearest tenth.

Answers

Answer:

Area = 53.0 ft^2

Step-by-step explanation:

The area of a circle (the whole circle) is given by:

A = pi•r^2

A = pi•9^2

= 81pi

~= 254.469

Now you don't actually want the whole circle. You have a piece shaded that is 75° out of 360°.

75/360 is 0.2083333333 (this is 20.8333% but we use the decimal version for calculations)

Area_sector is the area_circle × .208333

Area_sector = 254.469 × .208333

= 53.014

rounded to the nearest tenth

= 53.0

The area of the sector is:

A = 53.0 ft^2

Ms. Onisto gives away gifts each day (she's so nice) to the first five students that enter her Data Management class on December 1, 2, 3, and 4th. The gifts include six mechanical pencils, five geometry sets, and nine scientific calculators. To be fair, the gift names were picked at random from a hat by each winning student. a) Construct a probability distribution chart for the random variable X = the number of geometry sets given out on December 1. b) What is the expected number of calculators given out on December 1st? 2 c) What is the probability that there will be at least 2 mechanical pencils given out on December 1st?

Answers

To construct the probability distribution chart for the random variable X = the number of geometry sets given out on December 1, we need to consider the possible values for X (0, 1, 2, 3, 4, 5) and calculate their corresponding probabilities.

The total number of gifts given out each day is 5, so the maximum number of geometry sets that can be given out is also 5.

The probability distribution chart for X is as follows:

X (Number of Geometry Sets) Probability (P(X))

0 0/5 = 0

1 1/5 = 0.2

2 2/5 = 0.4

3 2/5 = 0.4

4 0/5 = 0

5 0/5 = 0

b) The expected number of calculators given out on December 1st can be calculated by multiplying the probability of each possible outcome by the corresponding number of calculators.

The possible outcomes for the number of calculators given out on December 1st are 0, 1, 2, 3, 4, or 5. However, we know that the maximum number of calculators available is 9.

The expected number of calculators given out on December 1st can be calculated as:

(0 * P(X = 0)) + (1 * P(X = 1)) + (2 * P(X = 2)) + (3 * P(X = 3)) + (4 * P(X = 4)) + (5 * P(X = 5))

Substituting the corresponding probabilities from the probability distribution chart, we get:

(0 * 0) + (1 * 0.2) + (2 * 0.4) + (3 * 0.4) + (4 * 0) + (5 * 0) = 0 + 0.2 + 0.8 + 1.2 + 0 + 0 = 2

Therefore, the expected number of calculators given out on December 1st is 2.

c) To find the probability that there will be at least 2 mechanical pencils given out on December 1st, we need to calculate the probability of having 2, 3, 4, or 5 mechanical pencils.

From the probability distribution chart, we can see that the probability of having 2 mechanical pencils is 2/5 (P(X = 2)). The probability of having 3 mechanical pencils is also 2/5 (P(X = 3)).

To find the probability of at least 2 mechanical pencils, we sum these probabilities:

P(X >= 2) = P(X = 2) + P(X = 3) = 2/5 + 2/5 = 4/5

Therefore, the probability that there will be at least 2 mechanical pencils given out on December 1st is 4/5 or 0.8.

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(0)

In Plan B, Simon will make a deposit of $30,000 on the 1 Jan and 1 Jul of each year for 10 years; interest is compounded half-yearly at a rate 6% p.a. What amount will Simon receive at the end of the 10th year?

Answers

We find that Simon will receive approximately $409,919.82 at the end of the 10th year.

In Plan A, Simon will make a yearly deposit of $30,000 for 10 years, with an annual interest rate of 6% compounded yearly. To calculate the amount Simon will receive at the end of the 10th year, we can use the formula for the future value of an ordinary annuity. The formula is:

Future Value = Payment * ((1 + r)^n - 1) / r

where Payment is the yearly deposit, r is the interest rate per period (in this case, 6% or 0.06), and n is the number of periods (10 years).

Future Value = Principal × (1 + Rate/Number of Compounding Periods)^(Number of Compounding Periods × Number of Years)

Calculating this expression, we find that Simon will receive approximately  $409,919.82 at the end of the 10th year.

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Find the degree of polynomials for which the following quadrature rule is exact: 1 [ f(x)dx ≈ ½ (5ƒ(−√3/5) +8ƒ(0) +5ƒ(√/3/5)) -1
• What is the name of this quadrature rule?

Answers

The degree of polynomials for which the given quadrature rule is exact is 2. The name of this quadrature rule is the Gaussian quadrature rule.

To determine the degree of polynomials for which the quadrature rule is exact, we consider the number of points where the quadrature rule evaluates the function f(x). In this case, the quadrature rule evaluates the function f(x) at three points: -√3/5, 0, and √3/5.

The degree of the quadrature rule is equal to the highest power of x for which the rule provides an exact result. Since the quadrature rule evaluates the function f(x) exactly for a degree-2 polynomial, we conclude that the degree of polynomials for which the quadrature rule is exact is 2.

Furthermore, the given quadrature rule is known as the Gaussian quadrature rule. It is a numerical integration technique that provides accurate results for evaluating definite integrals using a weighted sum of function values at specific points. In this case, the weights 1/2, 5/2, and 1/2 are used for the function values at -√3/5, 0, and √3/5, respectively.

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for each number on the numberline, write an abosolute value equation in the form |x-c|=d, where c and d are some numbers to satisfy the given solution set.

-8 and -4

Answers

The absolute value equation in the form |x-c|=d is |x + 6| = 2

How to write an abosolute value equation in the form |x-c|=d

From the question, we have the following parameters that can be used in our computation:

Solution = -8 and -4

This means that

x = -8 and -4

The midpoint of the above solutions are

Mid = 1/2(-8 - 4)

Mid = -6

So, we have

|x + 6| = d

Using the solution -8, we have

|-8 + 6| = d

This gives

d = 2

So, we have

|x + 6| = 2

Hence, the absolute value equation in the form |x-c|=d is |x + 6| = 2

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Therefore the real interest rate was than the expected real interest rate in 2018 and the real interest rate was than the expected real interest rate in 2019. A. greater; greater B. less; greater O C. greater; less D. less; less Solve the following three independent scenarios: A grocery store is considering the purchase of a new refrigeration unit with an initial investment of $412,000, and the store expects a return of $100, Many developing countries rely heavily on primary commodity export and suffer from export earnings instability. Discuss such reliance using the factor endowment trade theory. What is the limit of this theory and what causes the earnings instability? (450 words max) 6) Use any of the digits 1, 3, and 9 and the operation signs +, -, x, to write all the whole numbers from 1 through 13. Each digit can be expressed only once in each example. You can use other digits in the expression, but you must also use a 1, 3, or 9 at least once in each expression.Example: The first three (3) have some examples for you.Numbera) 1Expression2 - 1 OR 3 - 2b) 23 - 1c) 33 x 1 OR 9 3d) 4e) 5f) 6g) 7h) 8i) 9j) 10k) 11l) 12m) 13 What compensation mix do you think is best for creative sellingof intangible goods, like estate planning advice?What mix would be best for a missionary salesperson (drug detailperson) calling on ph The little ice age impacted native societies in the americas in all of:___________ An insurance company offers you $1,050 annually during the next6 years. If interest rates are 10% How much you will pay for thisfinancial product.PRESENT YOUR ANSWER ROUNDED WITH ZERO DECIMALPLACE A newly elected president issues dozens of executive orders within weeks of entering office.Which action might a new president also use to influence the direction of the federal bureaucracy?Appointing agency heads who support presidential positionsDismissing career civil servantsAppropriating new funds for favored agenciesSigning executive agreements with the leaders of other countries A grocery store chain needs to transport 3000 m of refrigerated goods and 4000 m of non-refrigerated goods. They plan to hire a truck from a company that has two types of trucks for rent, type A and type B. Each type A truck has a 20 m refrigerated goods section and a 40 m non-refrigerated goods section, while each type B truck has both sections with the same volume of 30 m . The cost per cubic meter is $30 for a type A truck and $40 for a type B truck. How many trucks of each type should the grocery store chain rent to achieve the minimum total cost?