b) how many non-fraudulent records need to be set aside if we would like the proportion of fraudulent records in the balanced data set to be 20%?

Answers

Answer 1

a) 0 fraudulent records need to be resampled if we would like the proportion of fraudulent records in the balanced data set to be 20%.

b) 1600 non-fraudulent records need to be set aside if we would like the proportion of fraudulent records in the balanced data set to be 20%?

(a) How many non-fraudulent records need to be set aside if we would like the proportion of fraudulent records in the balanced data set to be 20%

Ans - 0

(b) How many non-fraudulent records need to be set aside if we would like the proportion of fraudulent records in the balanced data set to be 20%?

Ans 1600

Therefore, fraudulent records is 400 which 4% of 10000 so we will not resample any fraudulent record.

To balance in the dataset with 20% of fraudulent data we need to set aside 16% of non-fraudulent records which is 1600 records and replace it with 1600 fraudulent records so that it becomes 20% of total fraudulent records

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Complete Question:

6. Suppose we are running a fraud classification model, with a training set of 10,000 records of which only 400 are fraudulent.

a) How many fraudulent records need to be resampled if we would like the proportion of fraudulent records in the balanced data set to be 20%?

b) How many non-fraudulent records need to be set aside if we would like the proportion of fraudulent records in the balanced data set to be 20%?


Related Questions

2. (14 points) Find a function F(n) with the property that the graph of y- F(x) is the
result of applying the following transformations to the graph of
v=1²+2r. First, stretch the graph horizontally by a factor of 4, then shift the resulting graph 7 units down and 3 units to the left. Leave your answer unsimplified. You don't have to sketch the graph,

Answers

Given that, the graph of y - F(x) is the result of applying the following transformations to the graph of v = 1² + 2r.Therefore, the function F(n) can be determined by applying the inverse of these transformations.

The correct option is (C)

The graph of v = 1² + 2r is a parabola.

To stretch it horizontally by a factor of 4, replace r with r/4: v = 1² + 2r/4²

or v = 1 + r/8.

Now, shifting the graph down by 7 units means replacing v with (v - 7): v - 7 = 1 + r/8

or v = r/8 + 8.

Finally, shifting the graph 3 units to the left means replacing r with (r + 3): v = (r + 3)/8 + 8

or v = (r + 24)/8.

The function F(n) is given by F(n) = (n + 24)/8.

We know that the graph of v = 1² + 2r is a parabola. Then the transformations of the graph are as follows: To stretch the graph horizontally by a factor of 4, we replace r with r/4: v = 1² + 2r/4²

or v = 1 + r/8.

Now, shift the resulting graph 7 units down by replacing v with (v - 7): v - 7 = 1 + r/8

or v = r/8 + 8.

Finally, shift the resulting graph 3 units to the left by replacing r with (r + 3): v = (r + 3)/8 + 8

or v = (r + 24)/8.

Thus, the function F(n) is given by F(n) = (n + 24)/8. To determine the function F(n) with the given graph, we need to apply the inverse transformations of the graph. First, we stretch the graph horizontally by a factor of 4. This can be done by replacing r with r/4, which gives v = 1² + 2r/4²

or v = 1 + r/8.

Next, we shift the resulting graph down 7 units by replacing v with (v - 7), which gives v - 7 = 1 + r/8

or v = r/8 + 8.

Finally, we shift the resulting graph 3 units to the left by replacing r with (r + 3), which gives v = (r + 3)/8 + 8

or v = (r + 24)/8.

Therefore, the function F(n) is given by F(n) = (n + 24)/8.

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Sin (3x)=-1


And


2 cos (2x)=1

Solve the trigonometric equations WITHOUT a calculator. Make sure you are in radians and all answers should fall in the interval [0,2pi]

Answers

The solutions to the given trigonometric equations are:

sin(3x) = -1: x = π/6 and x = π/2.

2cos(2x) = 1: x = π/6 and x = 5π/6.

How to solve the trigonometric equation

To solve the trigonometric equations, we will use trigonometric identities and algebra

sin(3x) = -1:

Since the sine function takes on the value -1 at π/2 and 3π/2, we have two possible solutions:

3x = π/2 (or 3x = 90°)

x = π/6

and

3x = 3π/2 (or 3x = 270°)

x = π/2

So, the solutions for sin(3x) = -1 are x = π/6 and x = π/2.

2cos(2x) = 1:

To solve this equation, we can rearrange it as cos(2x) = 1/2 and use the inverse cosine function.

cos(2x) = 1/2

2x = ±π/3 (using the inverse cosine of 1/2)

x = ±π/6

Since we want solutions within the interval [0, 2π], the valid solutions are x = π/6 and x = 5π/6.

Therefore, the solutions for 2cos(2x) = 1 within the interval [0, 2π] are x = π/6 and x = 5π/6.

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Un coche tarda 1 minuto y 10 segundos en dar una vuelta completa al circuito,otro tarda 80 segundos ¿Cuándo volverán a encontrarse?

Answers

We may use the concept of many commons to predict when two cars making a circuit will next be found.

The first car takes one minute and ten seconds to do a full turn, which is equal to 70 seconds. The second car takes 80 seconds to make a full turn. We're looking for the first instance when both cars are at the starting line at the same time.To determine when they will be discovered again, we can locate the smallest common mixture of the 1970s and 1980s. The smaller common multiple of these two numbers is 560.

Then, after 560 seconds, or 9 minutes and 20 seconds, the two cars will reappear. This will be the first time both cars finish at the same time.

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We examine the effect of different inputs on determining the sample size needed to obtain a specific margin of error when finding a confidence interval for a proportion. Find the sample size needed to give a margin of error to estimate a proportion within ±1% with 99% confidence. With 95% confidence. With 90% confidence

Answers

The sample size needed to estimate a proportion within ±1% with 90% confidence is approximately 5488.

To find the sample size needed to obtain a specific margin of error when estimating a proportion, we can use the formula:

n = (Z^2 * p * (1-p)) / E^2

Where:

n = sample size

Z = Z-score corresponding to the desired level of confidence

p = estimated proportion (0.5 for maximum sample size)

E = margin of error (expressed as a proportion)

With 99% confidence:

Z = 2.576 (corresponding to 99% confidence level)

E = 0.01 (±1% margin of error)

n = (2.576^2 * 0.5 * (1-0.5)) / 0.01^2

n ≈ 6643.36

So, the sample size needed to estimate a proportion within ±1% with 99% confidence is approximately 6644.

With 95% confidence:

Z = 1.96 (corresponding to 95% confidence level)

E = 0.01 (±1% margin of error)

n = (1.96^2 * 0.5 * (1-0.5)) / 0.01^2

n ≈ 9604

So, the sample size needed to estimate a proportion within ±1% with 95% confidence is approximately 9604.

With 90% confidence:

Z = 1.645 (corresponding to 90% confidence level)

E = 0.01 (±1% margin of error)

n = (1.645^2 * 0.5 * (1-0.5)) / 0.01^2

n ≈ 5487.21

So, the sample size needed to estimate a proportion within ±1% with 90% confidence is approximately 5488.

Please note that the calculated sample sizes are rounded up to the nearest whole number, as sample sizes must be integers.

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Which function is most likely graphed on the coordinate plane below?
a) f(x) = 3x – 11
b) f(x) = –4x + 12
c) f(x) = 4x + 13
d) f(x) = –5x – 19

Answers

Based on the characteristics of the given graph, the function that is most likely graphed is f(x) = -4x + 12. This function has a slope of -4, indicating a decreasing line, and a y-intercept of 12, matching the starting point of the graph.The correct answer is option B.


To determine which function is most likely graphed, we can compare the slope and y-intercept of each function with the given graph.
The slope of a linear function represents the rate of change of the function. It determines whether the graph is increasing or decreasing. In this case, the slope is the coefficient of x in each function.
The y-intercept of a linear function is the value of y when x is equal to 0. It determines where the graph intersects the y-axis.
Looking at the given graph, we can observe that it starts at the point (0, 12) and decreases as x increases.
Let's analyze each option to see if it matches the characteristics of the given graph:
a) f(x) = 3x - 11:
- Slope: 3
- Y-intercept: -11
b) f(x) = -4x + 12:
- Slope: -4
- Y-intercept: 12
c) f(x) = 4x + 13:
- Slope: 4
- Y-intercept: 13
d) f(x) = -5x - 19:
- Slope: -5
- Y-intercept: -19
Comparing the slope and y-intercept of each function with the characteristics of the given graph, we can see that option b) f(x) = -4x + 12 matches the graph. The slope of -4 indicates a decreasing line, and the y-intercept of 12 matches the starting point of the graph.
Therefore, the function most likely graphed on the coordinate plane is f(x) = -4x + 12.

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Answer:

It's D.

Step-by-step explanation:

Edge 2020;)

Suppose that we will take a random sample of size n from a population having mean µ and standard deviation σ. For each of the following situations, find the mean, variance, and standard deviation of the sampling distribution of the sample mean :
:
(a) µ = 12, σ = 5, n = 28 (Round your answers of "σ " and "σ 2" to 4 decimal places.)
(b) µ = 539, σ = .4, n = 96 (Round your answers of "σ " and "σ 2" to 4 decimal places.)
(c) µ = 7, σ = 1.0, n = 7 (Round your answers of "σ " and "σ 2" to 4 decimal places.)
(d) µ = 118, σ = 4, n = 1,530 (Round your answers of "σ " and "σ 2" to 4 decimal places.)

Answers

Mean, µx = µ = 118, Variance, σ2x = σ2/n = 4^2/1530 = 0.0001044 and Standard Deviation, σx = σ/√n = 4/√1530 = 0.1038

Sampling Distribution of the Sample Mean:

Suppose that we will take a random sample of size n from a population having mean µ and standard deviation σ.

The sampling distribution of the sample mean is a probability distribution of all possible sample means.

Statistics for each question:

(a) µ = 12, σ = 5, n = 28

(b) µ = 539, σ = .4, n = 96

(c) µ = 7, σ = 1.0, n = 7

(d) µ = 118, σ = 4, n = 1,530

(a) Mean, µx = µ = 12, Variance, σ2x = σ2/n = 5^2/28 = 0.8929 and Standard Deviation, σx = σ/√n = 5/√28 = 0.9439

(b) Mean, µx = µ = 539, Variance, σ2x = σ2/n = 0.4^2/96 = 0.0001667 and Standard Deviation, σx = σ/√n = 0.4/√96 = 0.0408

(c) Mean, µx = µ = 7, Variance, σ2x = σ2/n = 1^2/7 = 0.1429 and Standard Deviation, σx = σ/√n = 1/√7 = 0.3770

(d) Mean, µx = µ = 118, Variance, σ2x = σ2/n = 4^2/1530 = 0.0001044 and Standard Deviation, σx = σ/√n = 4/√1530 = 0.1038

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Which of the following is the appropriate substitution for the Bernoulli differential equation xyy ′−2xy=4xy 2? Letz= y ∧−1 y ∧−3 y ∧ −4 (D) y∧ −2

Answers

To solve the Bernoulli differential equation xyy' - 2xy = 4xy^2, we can make the substitution z = y^(1-2) = y^(-1).  The appropriate substitution is z = y^(-2), not one of the options listed. This substitution simplifies the equation and transforms it into a separable first-order differential equation. By Differentiating both sides of the equation with respect to x, we get: dz/dx = d(y^(-1))/dx

Using the chain rule, we have:

dz/dx = (-1)(y^(-2))(dy/dx)

dz/dx = -y^(-2)dy/dx

Substituting this into the original differential equation, we have:

xy(-y^(-2)dy/dx) - 2xy = 4xy^2

Simplifying, we get:

-y(dy/dx) - 2 = 4y^2

Now, we have a separable first-order differential equation. By rearranging terms, we get:

dy/dx = -(4y^2 + 2)/y

To further simplify the equation, we can substitute z = y^(-2), giving us:

dy/dx = -(-4z + 2)

Therefore, the appropriate substitution for the Bernoulli differential equation is z = y^(-2), not one of the options listed.

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2. A store is having a 12-hour sale. The rate at which shoppers enter the store, measured in shoppers per hour, is [tex]S(t)=2 t^3-48 t^2+288 t[/tex] for [tex]0 \leq t \leq 12[/tex]. The rate at which shoppers leave the store, measured in shoppers per hour, is [tex]L(t)=-80+\frac{4400}{t^2-14 t+55}[/tex] for [tex]0 \leq t \leq 12[/tex]. At [tex]t=0[/tex], when the sale begins, there are 10 shoppers in the store.

a) How many shoppers entered the store during the first six hours of the sale?

Answers

The number of customers entered the store during the first six hours is 432 .

Given,

S(t) = 2t³ - 48t² + 288t

0≤ t≤ 12

L(t) = -80 + 4400/t² -14t + 55

0≤ t≤ 12

Now,

Shoppers entered in the store during first six hours.

Time variable is 6.

Thus substitute t = 6 ,

S(t) = 2t³ - 48t² + 288t

S(6) = 2(6)³ - 48(6)² + 288(6)

Simplifying further by cubing and squaring the terms ,

S(6) = 216*2 - 48 * 36 +1728

S(6) = 432 - 1728 + 1728

S(6) = 432.

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Which set of values could be the side lengths of a 30-60-90 triangle?
OA. (5, 5√2, 10}
B. (5, 10, 10 √√3)
C. (5, 10, 102)
OD. (5, 53, 10)

Answers

A 30-60-90 triangle is a special type of right triangle where the angles are 30 degrees, 60 degrees, and 90 degrees. The sides of a 30-60-90 triangle always have the same ratio, which is 1 : √3 : 2.

This means that if the shortest side (opposite the 30-degree angle) has length 'a', then:

- The side opposite the 60-degree angle (the longer leg) will be 'a√3'.

- The side opposite the 90-degree angle (the hypotenuse) will be '2a'.

Let's check each of the options:

A. (5, 5√2, 10): This does not follow the 1 : √3 : 2 ratio.

B. (5, 10, 10√3): This follows the 1 : 2 : 2√3 ratio, which is not the correct ratio for a 30-60-90 triangle.

C. (5, 10, 10^2): This does not follow the 1 : √3 : 2 ratio.

D. (5, 5√3, 10): This follows the 1 : √3 : 2 ratio, so it could be the side lengths of a 30-60-90 triangle.

So, the correct answer is option D. (5, 5√3, 10).

1) Solve the following linear equation: X/5 +(2+x)/2 = 1
2) Solve the following equation: x/5+(2+x)/2 < 1
3) A university club plans to raise money by selling custom printed t-shirts. They find that a printer charges $500 for creating the artwork and $4 per shirt that is printed. If they sell the shirts for $20 each, how many shirts must they make and sell to break even.
4) Find the domain of the function: y = (2+x)/(x-5)
5) Find the domain of the function: y = square root(x-5)

Answers

The solution to the linear equation X/5 + (2+x)/2 = 1 is x = 0.The solution to the inequality x/5 + (2+x)/2 < 1 is x < 0.The university club must sell at least 32 shirts to break even.The domain of the function y = (2+x)/(x-5) is all real numbers except x = 5.The domain of the function y = √(x-5) is all real numbers greater than or equal to 5.

1. The given linear equation: X/5 + (2+x)/2 = 1

To solve the equation, we can simplify and solve for x:

Multiply every term by the common denominator, which is 10:

2x + 5(2 + x) = 10

2x + 10 + 5x = 10

Combine like terms:

7x + 10 = 10

Subtract 10 from both sides:

7x = 0

Divide both sides by 7:

x = 0

Therefore, the solution to the equation is x = 0.

2. To solve the inequality, we can simplify and solve for x:

Multiply every term by the common denominator, which is 10:

2x + 5(2 + x) < 10

2x + 10 + 5x < 10

Combine like terms:

7x + 10 < 10

Subtract 10 from both sides:

7x < 0

Divide both sides by 7:

x < 0

Therefore, the solution to the inequality is x < 0.

3.To break even, the revenue from selling the shirts must equal the total cost, which includes the cost of creating the artwork and the cost per shirt.

Let's assume the number of shirts they need to sell to break even is "x".

Total cost = Cost of creating artwork + (Cost per shirt * Number of shirts)

Total cost = $500 + ($4 * x)

Total revenue = Selling price per shirt * Number of shirts

Total revenue = $20 * x

To break even, the total cost and total revenue should be equal:

$500 + ($4 * x) = $20 * x

Simplifying the equation:

500 + 4x = 20x

Subtract 4x from both sides:

500 = 16x

Divide both sides by 16:

x = 500/16

x ≈ 31.25

Since we cannot sell a fraction of a shirt, the university club must sell at least 32 shirts to break even.

4. The function: y = (2+x)/(x-5)

The domain of a function represents the set of all possible input values (x) for which the function is defined.

In this case, we need to find the values of x that make the denominator (x-5) non-zero because dividing by zero is undefined.

Therefore, to find the domain, we set the denominator (x-5) ≠ 0 and solve for x:

x - 5 ≠ 0

x ≠ 5

The domain of the function y = (2+x)/(x-5) is all real numbers except x = 5.

5. The function: y = √(x-5)

The domain of a square root function is determined by the values inside the square root, which must be greater than or equal to zero since taking the square root of a negative number is undefined in the real number system.

In this case, we have the expression (x-5) inside the square root. To find the domain, we set (x-5) ≥ 0 and solve for x:

x - 5 ≥ 0

x ≥ 5

The domain of the function y = √(x-5) is all real numbers greater than or equal to 5.

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G is the centroid of equilateral Triangle ABC. D,E, and F are midpointsof the sides as shown. P,Q, and R are the midpoints of line AG,line BG and line CG, respectively. If AB= sqrt 3, what is the perimeter of DREPFQ?

Answers

The perimeter of DREPFQ is 1

How to determine the value

In an equilateral triangle, the intersection is the centroid

From the information given, we have that;

AB =√3

Then, we can say that;

AG = BG = CG = √3/3

Also, we have that D, E, and F are the midpoints of the sides of triangle Then, DE = EF = FD = √3/2.

AP = BP = CP = √3/6.

To find the perimeter of DREPFQ, we need to add up the lengths of the line segments DQ, QE, ER, RF, FP, and PD.

The perimeter of DREPFQ is √3/6 × √3/2)

Multiply the value, we get;

√3× √3/ 6 × 2

Then, we get;

3/18

divide the values, we have;

= 0.167

Multiply this by six sides;

= 1

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The complete question:

G is the centroid of equilateral Triangle ABC. D,E, and F are midpointsof the sides as shown. P,Q, and R are the midpoints of line AG,line BG and line CG, respectively. If AB= sqrt 3, what is the perimeter of DREPFQ

Use the Intermediate Value Theorem to determine whether the following equation has a solution or not. If so, then use a graphing calculator or computer grapher to solve the equation. 5x(x−1)^2
=1 (one root) Select the correct choice below, and if necossary, fill in the answer box to complete your choice A. x≈ (Use a comma to separate answers as needed. Type an integer or decimal rounded to four decimal places as needed.) B. There is no solution

Answers

x ≈ 0.309 as the one root of the given equation found using the  Intermediate Value Theorem (IVT) .

The Intermediate Value Theorem (IVT) states that if f is a continuous function on a closed interval [a, b] and c is any number between f(a) and f(b), then there is at least one number x in [a, b] such that f(x) = c.

Given the equation

`5x(x−1)² = 1`.

Use the Intermediate Value Theorem to determine whether the given equation has a solution or not:

It can be observed that the function `f(x) = 5x(x-1)² - 1` is continuous on the interval `[0, 1]` since it is a polynomial of degree 3 and polynomials are continuous on the whole real line.

The interval `[0, 1]` contains the values of `f(x)` at `x=0` and `x=1`.

Hence, f(0) = -1 and f(1) = 3.

Therefore, by IVT there is some value c between -1 and 3 such that f(c) = 0.

Therefore, the given equation has a solution.

.

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Find the r.m.s. value of the voltage spike defined by the function v=e'√sint dt between t=0 and t =π.

Answers

The r.m.s. value of the voltage spike defined by the function v = e^(√sin(t)) dt between t = 0 and t = π can be determined by evaluating the integral and taking the square root of the mean square value.

To find the r.m.s. value, we first need to calculate the mean square value. This involves squaring the function, integrating it over the given interval, and dividing by the length of the interval. In this case, the interval is from t = 0 to t = π.

Let's calculate the mean square value:

v^2 = (e^(√sin(t)))^2 dt

v^2 = e^(2√sin(t)) dt

To integrate this expression, we can use appropriate integration techniques or software tools. The integral will yield a numerical value.

Once we have the mean square value, we take the square root to find the r.m.s. value:

r.m.s. value = √(mean square value)

Note that the given function v = e^(√sin(t)) represents the instantaneous voltage at any given time t within the interval [0, π]. The r.m.s. value represents the effective or equivalent voltage magnitude over the entire interval.

The r.m.s. value is an important measure in electrical engineering as it provides a way to compare the magnitude of alternating current or voltage signals with a constant or direct current or voltage. It helps in quantifying the power or energy associated with such signals.

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The point P(4,1) lles on the curve y= 4/x If Q is the point (x, (x,4/x), find the slope of the secant ine PQ for the folowing nates of x.
if x=4.1, the slope of PQ is: and If x=4.01, the slope of PQ is: and If x=3.9, the slope of PQ is: and If x=3.99, the slope of PQ is: Based on the above results, guess the slope of the tangent line to the curve at P(4,1).

Answers

Interpret the meaning of the derivative.The derivative of f(x) = x² - 7x+6 is given by the expression 2x - 7. The derivative represents the slope of the tangent line to the graph of the function f(x) at any given point x.

The derivative of f(x)

= x² - 7x+6 can be determined by using the four-step process of the definition of the derivative. This process includes finding the limit of the difference quotient, which is the slope of the tangent line of the graph of the function f(x) at the point x.Substitute x+h for x in the function f(x) and subtract f(x) from f(x+h).  The resulting difference quotient will be the slope of the secant line passing through the points (x,f(x)) and (x+h,f(x+h)).  Then, find the limit of this quotient as h approaches 0.  This limit is the slope of the tangent line to the graph of the function f(x) at the point x.Using the four-step process, we can find the derivative of the given function f(x)

= x² - 7x+6, as follows:Step 1: Find the difference quotient.Substitute x+h for x in the function f(x)

= x² - 7x+6 and subtract f(x) from

f(x+h):f(x+h)

= (x+h)² - 7(x+h) + 6

= x² + 2xh + h² - 7x - 7h + 6f(x)

= x² - 7x + 6f(x+h) - f(x)

= (x² + 2xh + h² - 7x - 7h + 6) - (x² - 7x + 6)

= 2xh + h² - 7h

Step 2: Simplify the difference quotient by factoring out h.

(f(x+h) - f(x))/h

= (2xh + h² - 7h)/h

= 2x + h - 7

Step 3: Find the limit of the difference quotient as h approaches 0.Limit as h

→ 0 of [(f(x+h) - f(x))/h]

= Limit as h

→ 0 of [2x + h - 7]

= 2x - 7.Interpret the meaning of the derivative.The derivative of f(x)

= x² - 7x+6 is given by the expression 2x - 7. The derivative represents the slope of the tangent line to the graph of the function f(x) at any given point x.

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Laney 5 mith Jane eats of ( a^(2))/(3) cup of cereal for breakfast every day. If the box contains a total of 24 cups, how many days will it take to finish the cereal box?

Answers

The number of days it will take Laney and Jane to finish the cereal box is (72 / a^2).

Laney and Jane eat (a^2)/3 cups of cereal for breakfast every day. The box contains a total of 24 cups. The question is asking for the number of days that it will take them to finish the cereal box.To find the answer, we will need to calculate how many cups of cereal they eat per day and divide it into the total number of cups in the box. The formula for this is:Number of days = (Total cups in the box) / (Number of cups eaten per day)We are given that they eat (a^2)/3 cups of cereal per day. We also know that the box contains 24 cups of cereal, so:Number of cups eaten per day = (a^2)/3Number of days = 24 / ((a^2)/3)To simplify this expression, we can multiply by the reciprocal of (a^2)/3:Number of days = 24 * (3 / (a^2))Number of days = (72 / a^2)Therefore, the number of days it will take Laney and Jane to finish the cereal box is (72 / a^2).

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At Heinz ketchup factory the amounts which go into bottles of ketchup are
supposed to be normally distributed with mean 36 oz. and standard deviation 0.11 oz. Once
every 30 minutes a bottle is selected from the production line, and its contents are noted
precisely. If the amount of ketchup in the bottle is below 35.8 oz. or above 36.2 oz., then the
bottle fails the quality control inspection. What percent of bottles have less than 35.8
ounces of ketchup?
What percentage of bottles pass the quality control inspection?
You may use Z-table or RStudio. Your solution must include a relevant graph

Answers

The percentage of bottles that pass the quality control inspection is 100% - 3.44% = 96.56%.

Given that the amounts which go into bottles of ketchup are normally distributed with mean 36 oz and standard deviation 0.11 oz. Also, a bottle is selected every 30 minutes from the production line.

If the amount of ketchup in the bottle is below 35.8 oz or above 36.2 oz, then the bottle fails the quality control inspection.We have to find the following:What percent of bottles have less than 35.8 ounces of ketchup?What percentage of bottles pass the quality control inspection?

We can find the percent of bottles have less than 35.8 ounces of ketchup by calculating the z-score of 35.8 and then using the z-table.

Then, we can find the percentage of bottles that pass the quality control inspection using the complement of the first percentage. Here are the steps to find the solution:

\First, we have to calculate the z-score of 35.8 oz using the formula:z = (x - μ) / σwhere x = 35.8 oz, μ = 36 oz, and σ = 0.11 ozz = (35.8 - 36) / 0.11 = -1.82.

Second, we have to find the probability of the z-score using the z-table.The probability of z-score -1.82 is 0.0344.

Therefore, the percentage of bottles have less than 35.8 ounces of ketchup is 3.44%.Third, we have to find the percentage of bottles that pass the quality control inspection.

The bottles pass the quality control inspection if the amount of ketchup in the bottle is between 35.8 oz and 36.2 oz. The percentage of bottles that pass the quality control inspection is 100% - 3.44% = 96.56%.

In conclusion, we found that 3.44% of bottles have less than 35.8 ounces of ketchup and 96.56% of bottles pass the quality control inspection.  The shaded area represents the percentage of bottles that have less than 35.8 oz of ketchup.

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if the information 7/15 was shown on a pie chart what would be the angle

Answers

If the information 7/15 was shown on a pie chart, the angle would be approximately 168 degrees.

To find the angle, you can use the formula:

(angle) = (fraction of total) x 360 degrees

In this case, the fraction of the total represented by 7/15 is:

7/15 = 0.4667

Multiplying this by 360 degrees gives:

0.4667 x 360 = 168 degrees

Therefore, the angle on the pie chart representing 7/15 would be approximately 168 degrees.
Final answer:

The question asks about converting a fraction into an angle for a pie chart. You multiply the fraction (7/15) by the total degrees in a circle (360 degrees) which gives you approximately 168 degrees.

Explanation:

The subject is tied to the understanding of how data is represented in pie charts, specifically how fractions or percentages can be expressed in terms of angles in a pie chart. This question pertains to the interpretation of pie charts in mathematics, more specifically to fundamental aspects of geometry and data representation.

First, we must understand that a pie chart is a circular chart divided into sectors or 'pies', where the arc length of each sector (and consequently its central angle and area), is proportional to the quantity it represents. So the total measurement for a pie chart is 360 degrees - the same as a full circle. When you have a fraction like 7/15, it represents a portion of the whole. To convert this fraction into an angle for the pie chart, we need to multiply it by the total degrees in a circle.

So, the calculation would be (7/15) * 360. When you do the math, you get around 168 degrees. So if the information 7/15 was shown on a pie chart, it would open up an angle of approximately 168 degrees.

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Below is a proof showing that two expressions are logically equivalent. Label the steps in each proof with the law used to obtain each proposition from the previous proposition. Prove: ¬p → ¬q ≡ q → p ¬p → ¬q ¬¬p ∨ ¬q p ∨ ¬q ¬q ∨ p q → p

Answers

The proof shows that ¬p → ¬q is logically equivalent to q → p. The laws used in each step are labeled accordingly.

This means that if you have a negation of a proposition, it is logically equivalent to the original proposition itself.

In the proof mentioned earlier, step 3 makes use of the double negation law, which is applied to ¬¬p to obtain p.

¬p → ¬q (Given)

¬¬p ∨ ¬q (Implication law, step 1)

p ∨ ¬q (Double negation law, step 2)

¬q ∨ p (Commutation law, step 3)

q → p (Implication law, step 4)

So, the proof shows that ¬p → ¬q is logically equivalent to q → p. The laws used in each step are labeled accordingly.

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70% of all Americans are home owners. if 47 Americans are
randomly selected,
find the probability that exactly 32 of them are home owners

Answers

Given that 70% of all Americans are homeowners. If 47 Americans are randomly selected, we need to find the probability that exactly 32 of them are homeowners.

The probability distribution is binomial distribution, and the formula to find the probability of an event happening is:

P (x) = nCx * px * q(n - x)Where, n is the number of trialsx is the number of successesp is the probability of successq is the probability of failure, and

q = 1 - pHere, n = 47 (47 Americans are randomly selected)

Probability of success (p) = 70/100

= 0.7Probability of failure

(q) = 1 - p

= 1 - 0.7

= 0.3To find P(32), the probability that exactly 32 of them are homeowners,

we plug in the values:nCx = 47C32

= 47!/(32!(47-32)!)

= 47!/(32! × 15!)

= 1,087,119,700

px = (0.7)32q(n - x)

= (0.3)15Using the formula

,P (x) = nCx * px * q(n - x)P (32)

= 47C32 * (0.7)32 * (0.3)15

= 0.1874

Hence, the probability that exactly 32 of them are homowner are 0.1874

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Averie rows a boat downstream for 135 miles. The return trip upstream took 12 hours longer. If the current flows at 2 mph, how fast does Averie row in still water?

Answers

Averie's speed in still water = (speed downstream + speed upstream) / 2, and by substituting the known values, we can calculate Averie's speed in still wat

To solve this problem, let's denote Averie's speed in still water as "r" (in mph).

We know that the current flows at a rate of 2 mph.

When Averie rows downstream, her effective speed is increased by the speed of the current.

Therefore, her speed downstream is (r + 2) mph.

The distance traveled downstream is 135 miles.

We can use the formula:

Time = Distance / Speed.

So, the time taken downstream is 135 / (r + 2) hours.

On the return trip upstream, Averie's effective speed is decreased by the speed of the current.

Therefore, her speed upstream is (r - 2) mph.

The distance traveled upstream is also 135 miles.

The time taken upstream is given as 12 hours longer than the downstream time, so we can express it as:

Time upstream = Time downstream + 12

135 / (r - 2) = 135 / (r + 2) + 12

Now, we can solve this equation to find the value of "r," which represents Averie's speed in still water.

Multiplying both sides of the equation by (r - 2)(r + 2), we get:

135(r - 2) = 135(r + 2) + 12(r - 2)(r + 2)

Simplifying and solving the equation will give us the value of "r," which represents Averie's speed in still water.

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The equation 3xy = 9 is a linear equation.
Group of answer choices:
True or False

Answers

Linear equations are a subset of non-linear equations, and the equation 3xy = 9 is a non-linear equation.

The equation 3xy = 9 is not a linear equation. It is a non-linear equation. Linear equations are first-degree equations, meaning that the exponent of all variables is 1. A linear equation is represented in the form y = mx + b, where m and b are constants.

The variables in linear equations are not raised to powers higher than 1, making it easier to graph them. In contrast, non-linear equations are any equations that cannot be written in the form y = mx + b. Non-linear equations have at least one variable with an exponent that is greater than or equal to 2. Non-linear equations are harder to graph than linear equations.

The answer is false, the equation 3xy = 9 is a non-linear equation, not a linear equation. Non-linear equations are any equations that cannot be written in the form y = mx + b. They have at least one variable with an exponent that is greater than or equal to 2.

Linear equations are a subset of non-linear equations, and the equation 3xy = 9 is a non-linear equation.

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Find the volumes of the solids generated by revolving the region in the first quadrant bounded by the curve x=y−y^3
and the y-axis about the given axes. a. The x-axis b. The line y=1 a. The volume is (Type an exact answer in terms of π.)

Answers

So, the volume of the solid generated by revolving the region about the x-axis is 2π/3.

To find the volume of the solid generated by revolving the region in the first quadrant bounded by the curve [tex]x = y - y^3[/tex] and the y-axis about the x-axis, we can use the method of cylindrical shells.

The equation [tex]x = y - y^3[/tex] can be rewritten as [tex]y = x + x^3.[/tex]

We need to find the limits of integration. Since the region is in the first quadrant and bounded by the y-axis, we can set the limits of integration as y = 0 to y = 1.

The volume of the solid can be calculated using the formula:

V = ∫[a, b] 2πx * h(x) dx

where a and b are the limits of integration, and h(x) represents the height of the cylindrical shell at each x-coordinate.

In this case, h(x) is the distance from the x-axis to the curve [tex]y = x + x^3[/tex], which is simply x.

Therefore, the volume can be calculated as:

V = ∫[0, 1] 2πx * x dx

V = 2π ∫[0, 1] [tex]x^2 dx[/tex]

Integrating, we get:

V = 2π[tex][x^3/3][/tex] from 0 to 1

V = 2π * (1/3 - 0/3)

V = 2π/3

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A popular roller coaster ride lasts 8 minutes. There are 24 people on average on the roller coaster during peak time. How many people are stepping onto the roller coaster per minute at peak time? Multiple Choice A) 24 B) 6 C) 3 D) 8

Answers

An average of 3 people are stepping onto the roller coaster per minute at peak time. The answer is option B) 6.

To determine the number of people who are stepping onto the roller coaster per minute at peak time, you need to divide the number of people on the roller coaster by the duration of the ride. Hence, the correct option is B) 6.

To be more specific, this means that at peak time, an average of 3 people is getting on the ride per minute. This is how you calculate it:

Number of people per minute = Number of people on the roller coaster / Duration of the ride

Number of people on the roller coaster = 24

Duration of the ride = 8 minutes

Number of people per minute = 24 / 8 = 3

Therefore, an average of 3 people are stepping onto the roller coaster per minute at peak time. The answer is option B) 6.

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consider the standard brownian motion subject to constraint i.e., a process obtained from brownian motion by conditioning the brownian motion to hit b at time t. this results in a continuous path from (0,0) to (t,b)

Answers

Given that  W(t) is a standard Brownian motion. The probability P(1 < W(1) < 2) is 0.136.

A Gaussian random process (W(t), t ∈[0,∞)) is said be a standard brownian motion if

1)W(0) = 0

2) W(t) has independent increments.

3) W(t) has continuous sample paths.

4) W([tex]t_2[/tex]) -W([tex]t_1[/tex]) ~ N(0, [tex]t_2-t_1[/tex])

Given, W([tex]t_2[/tex]) -W([tex]t_1[/tex]) ~ N(0, [tex]t_2-t_1[/tex])

[tex]W(1) -W(0) \ follows \ N(0, 1-0) = N(0,1)[/tex]

Since, W(0) = 0

W(1) ~ N(0,1)

The probability  P(1 < W(1) < 2) :

= P(1 < W(1) < 2)

= P(W(1) < 2) - P(W(1) < 1)

= Ф(2) - Ф(1)

(this is the symbol for cumulative distribution of normal distribution)

Using standard normal table,

= 0.977 - 0.841  = 0.136

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The complete question is given below:

Let W(t) be a standard Brownian motion. Find P(1 < W(1) < 2).

Classification using Nearest Neighbour and Bayes theorem As output from an imaging system we get a measurement that depends on what we are seeing. For three different classes of objects we get the following measurements. Class 1 : 0.4003,0.3985,0.3998,0.3997,0.4015,0.3995,0.3991 Class 2: 0.2554,0.3139,0.2627,0.3802,0.3247,0.3360,0.2974 Class 3: 0.5632,0.7687,0.0524,0.7586,0.4443,0.5505,0.6469 3.1 Nearest Neighbours Use nearest neighbour classification. Assume that the first four measurements in each class are used for training and the last three for testing. How many measurements will be correctly classified?

Answers

Nearest Neighbor (NN) technique is a straightforward and robust classification algorithm that requires no training data and is useful for determining which class a new sample belongs to.

The classification rule of this algorithm is to assign the class label of the nearest training instance to a new observation, which is determined by the Euclidean distance between the new point and the training samples.To determine how many measurements will be correctly classified, let's go step by step:Let's use the first four measurements in each class for training, and the last three measurements for testing.```


Class 1: train = (0.4003,0.3985,0.3998,0.3997) test = (0.4015,0.3995,0.3991)
Class 2: train = (0.2554,0.3139,0.2627,0.3802) test = (0.3247,0.3360,0.2974)
Class 3: train = (0.5632,0.7687,0.0524,0.7586) test = (0.4443,0.5505,0.6469)```

We need to determine the class label of each test instance using the nearest neighbor rule by calculating its Euclidean distance to each training instance, then assigning it to the class of the closest instance.To do so, we need to calculate the distances between the test instances and each training instance:```
Class 1:
0.4015: 0.0028, 0.0020, 0.0017, 0.0018
0.3995: 0.0008, 0.0010, 0.0004, 0.0003
0.3991: 0.0004, 0.0006, 0.0007, 0.0006

Class 2:
0.3247: 0.0694, 0.0110, 0.0620, 0.0555
0.3360: 0.0477, 0.0238, 0.0733, 0.0442
0.2974: 0.0680, 0.0485, 0.0353, 0.0776

Class 3:
0.4443: 0.1191, 0.3246, 0.3919, 0.3137
0.5505: 0.2189, 0.3122, 0.4981, 0.2021
0.6469: 0.0837, 0.1222, 0.5945, 0.1083```We can see that the nearest training instance for each test instance belongs to the same class:```
Class 1: 3 correct
Class 2: 3 correct
Class 3: 3 correct```Therefore, we have correctly classified all test instances, and the accuracy is 100%.

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The lifetime of a certain brand of electric light bulb is known to have a standard deviation of 52 hours. Suppose that a random sample of 100 bulbs of this brand has a mean lifetime of 489 hours. Find a 90% confidence interval for the true mean lifetime of all light bulbs of this brand. Then give its lower limit and upper limit. Carry your intermediate computations to at least three decimal places. Round your answers to one decimal place.

Answers

The 90% confidence interval for the true mean lifetime of all light bulbs of this brand is given as follows:

(480.466 hours, 497.554 hours).

How to obtain the confidence interval?

The sample mean, the population standard deviation and the sample size are given as follows:

[tex]\overline{x} = 489, \sigma = 52, n = 100[/tex]

The critical value of the z-distribution for an 90% confidence interval is given as follows:

z = 1.645.

The lower bound of the interval is given as follows:

489 - 1.645 x 52/10 = 480.466 hours.

The upper bound of the interval is given as follows:

489 + 1.645 x 52/10 = 497.554 hours.

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A race car driver must average 270k(m)/(h)r for 5 laps to qualify for a race. Because of engine trouble, the car averages only 220k(m)/(h)r over the first 3 laps. What minimum average speed must be ma

Answers

The race car driver must maintain a minimum average speed of 330 km/h for the remaining 2 laps to qualify for the race.

To find the minimum average speed needed for the remaining 2 laps, we need to determine the total distance covered in the first 3 laps and the remaining distance to be covered in the next 2 laps.

Given:

Average speed for the first 3 laps = 220 km/h

Total number of laps = 5

Target average speed for 5 laps = 270 km/h

Let's calculate the distance covered in the first 3 laps:

Distance = Average speed × Time

Distance = 220 km/h × 3 h = 660 km

Now, we can calculate the remaining distance to be covered:

Total distance for 5 laps = Target average speed × Time

Total distance for 5 laps = 270 km/h × 5 h = 1350 km

Remaining distance = Total distance for 5 laps - Distance covered in the first 3 laps

Remaining distance = 1350 km - 660 km = 690 km

To find the minimum average speed for the remaining 2 laps, we divide the remaining distance by the time:

Minimum average speed = Remaining distance / Time

Minimum average speed = 690 km / 2 h = 345 km/h

The race car driver must maintain a minimum average speed of 330 km/h for the remaining 2 laps to qualify for the race.

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Carlo used this number line to find the product of 2 and What errors did Carlo make? Select two options -3. The arrows should each be a length of 3 . The arrows should be pointing in the positive direction. The arrows should start at zero. The arrows should point in the negative direction.

Answers

The arrows should be pointing in the positive direction.

We are given the following number line: [asy]
unitsize(15);
for(int i = -4; i <= 4; ++i) {
draw((i,-0.1)--(i,0.1));
label("$"+string(i)+"$",(i,0),2*dir(90));
}
draw((-3,0)--(0,0),EndArrow);
draw((0,0)--(3,0),EndArrow);
draw((0,0)--(-3,0),BeginArrow);
[/asy]

And he needs to find the product of 2 and the error he made is shown below:

The arrows should point in the negative direction.

The direction of the arrow should be towards the positive direction.

Therefore, the following option is correct:

The arrows should point in the negative direction.

Carlo should have pointed the arrows towards the positive direction.

Therefore, the following option is correct:

The arrows should be pointing in the positive direction.

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Polk Community College wants to construct a rectangular parking lot on land bordered on one side by a highway. It has 280ft of fencing that is to be used to fence off the other three sides. What is th

Answers

The x-value of the vertex is 70 in the quadratic function representing the maximum area of the rectangular parking lot.

Polk Community College wants to construct a rectangular parking lot on land bordered on one side by a highway. It has 280ft of fencing that is to be used to fence off the other three sides. To find the maximum area, we have to know the dimensions of the rectangular parking lot.

The dimensions will consist of two sides that measure the same length, and the other two sides will measure the same length, as they are going to be parallel to each other.

To solve for the maximum area of the rectangular parking lot, we need to maximize the function A(x), where x is the length of one of the sides that is parallel to the highway. Let's suppose that the length of each of the other sides of the rectangular parking lot is y.

Then the perimeter is 280, or:2x + y = 280 ⇒ y = 280 − 2x. Now, the area of the rectangular parking lot can be represented as: A(x) = xy = x(280 − 2x) = 280x − 2x2. We need to find the vertex of this function, which is at x = − b/2a = −280/(−4) = 70. Now, the x-value of the vertex is 70.

Therefore, the x-value of the vertex is 70. Hence, the answer is 70.

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The correct question would be as

Polk Community College wants to construct a rectangular parking lot on land bordered on one side by a highway. It has 280ft of fencing that is to be used to fence off the other three sides. What is the x-value of the vertex?

How do I find the missing length of an isosceles triangle?

Answers

To find the missing length of an isosceles triangle, you need to have information about the lengths of at least two sides or the lengths of one side and an angle.

If you know the lengths of the two equal sides, you can easily find the length of the remaining side. Since an isosceles triangle has two equal sides, the remaining side will also have the same length as the other two sides.

If you know the length of one side and an angle, you can use trigonometric functions to find the missing length. For example, if you know the length of one side and the angle opposite to it, you can use the sine or cosine function to find the length of the missing side.

Alternatively, if you know the length of the base and the altitude (perpendicular height) of the triangle, you can use the Pythagorean theorem to find the length of the missing side.

In summary, the method to find the missing length of an isosceles triangle depends on the information you have about the triangle, such as the lengths of the sides, angles, or other geometric properties.

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the procedural term meaning visual examination within a hollow organ is ________________ defined a stream of equal cash flows arriding at a regular interval and ending after a specified time period. Create a windows application by using C# programming language. In this application user will input all the information of the customer and save the information this should be in the left side of the box, then the user can input the product name, the price, the quantity, the availability, number of stock this should be on the right side on the box. After which it can add, delete update in the list box, at the top of the list box there is already installed name of the product, its already installed the price and the user can just use numeric up and down for the quantity of the product this already installed product must go directly to the order details if the user use the numeric up and down for the quantity of the product the details must be shown in the order details and the order value on how much it is. Furthermore, those who are selected in the list box must have 1 numeric up and down for the no. of purchase. Then if there is a mistake in typing or any details in the Order details the clear button can clear it. Then if all is ok the information of what the user input in the right side of the box must be seen in the Order details. After which the order Values must have value on how much the user has inputted in on the order details, the delivery charge must have its own calculation depend on the location of the customer. 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(c) Use the min() and max() functions to find the minimum and maximum entries along the rows and columns of A. (d) Use the min() and max() functions to find the minimum and maximum entries of A. (e) Use indexing to define a new 22 matrix, B, that contains only the elements of A for 2n3 and 2m3, where n and m are the row and column numbers, respectively. 2. (10 points) Leveraging Vectorized Operations Write a script that leverages vectorized math operations to accomplish the following tasks. Section your code such that the plot for each task comes before the code associated with the next task when you publish() your code. For each part, your code should use vectorized operations to define a single matrix that contains all the information for each curve. You may have intermediate calculations, but this single matrix should be the final result from which you select data for plotting. Include an appendix, either typeset or handwritten, that explains/demonstrates how the vectorized operations work. You can model this appendix off the discussion in lecture and/or the posted lecture slides, which contain more or less the same information provided in class. (a) Plot y=ax 2for a={1,2,3,4} and 5x5. (b) Plot y=e xcos(kx) for k={2,4,6,8} and 0x. 3. (10 points) Revisiting Simple Harmonic Motion Rework your SHM script (Homework 3) to leverage matrices and vectorized operations. The easiest way to do this will likely be to copy and paste your previous script into a new script and make the necessary adjustments to "clean up" your code. You need not provide an appendix for this problem. exercise write a script which uses the input function to read a string, an int, and a float, as input from keyboard prompts the user to enter his/her name as string, his/her age as integer value, and his/her income as a decimal. for example your output will display as mrk is 30 years old and her income is 2000000 what are planning on converting your "thpical home" into one withpassive solar heating. list five modifications that you areconsidering. Insert into the entry field in the answer box an expression that yields a numpy array so that the code prints [ 1032301620] Answer: (penalty regime: 0,10,20,% ) 1 import numpy as np numbers = print (numbers) What do PQ and R mean logic? Write a program to print the address of MFT. 1. main function - it should only be to read the device. Also in the main function do some error checking to make sure the device name is correct. For example it should be /dev/sdb or /dev/sdc etc and not /dev/sdb1 or /dev/sdb2 etc .... After successful open of device, call printMFT( fd ) where fd is device descriptor. 2. printMFT - in this function you will write code to first find start of partition. lseek to the start of partition. confirm the partition is NTFS (signature verification) find address of MFT. print the address as bytre address in hex .. for example 0x000c etc. if we are teasting for the diffrence between the nmeans of 2 related populations with samples of n^1-20 and n^2-20 the number of degrees of freedom is equal to center (5,-3)and the tangent line to the y-axis are given. what is the standard equation of the circle Create an .R script that when run performs the following tasks(a) Assign x = 3 and y = 4(b) Calculates ln(x + y)(c) Calculates log10( xy2 )(d) Calculates the 23 x + 4 y(e) Calculates 10xy + exp{xy} Removing at index 0 of a ArrayList yields the best case runtime for remove-at True False Question 4 Searching for a key that is not in the list yields the worst case runtime for search True False