Instructions - Read the documentation to become familiar with the meanings of the variables/columns. - Read in the data set using the command df = read.csv("Absenteeism_at_work.csv" , sep ="; " , header=TRUE) - You will onle need to submit one PDF file, produced by your Rmd file. Include your code, plot and comments in your Rmarkdown file, so that they are shown in the pdf file. - In each plot, include appropriate title and labels. Include the legend, if appropriate. Also, after each plot, write a short comment (one or two sentence) if you see something on the graph, i.e. if graph reveals or suggests something about the data. Do not forget to write these comments, even if you can't say much by looking at the graph (in that case, just say that the graph is not very useful, i.e. doesn't suggest anything). - Use base plot this time, not ggplot2. 1 1. Plot the scatter plot of height vs. weight (so, weight on x-axis) including all the (non-missing) data. 2. Plot the histogram of hours of absences. Do not group by ID, just treat each absence as one observation. 3. Plot the histogram of age of a person corresponding to each absence. Do not group by ID, just. treat each absence as one observation. 4. Plot the bar plot of hours by month. So, each month is represented by one bar, whose height is the total number of absent hours of that month. 5. Plot the box plots of hours by social smoker variable. So, you will have two box plots in one figure. Use the legend, labels, title. Play with colors. 6. Plot the box plots of hours by social drinker variable. So, you will have two box plots in one figure. Use the legend, labels, title. Play with colors.

Answers

Answer 1

Here are the answers to your questions, regarding the given instructions above:

1. Scatter plot of height vs. weight. The following is the command for a scatter plot of height vs weight: plot(df$Weight, df$Height, xlab="Weight", ylab="Height", main="Scatter plot of height vs weight")Here, we have plotted weight on the x-axis and height on the y-axis.

2. Histogram of hours of absences. The following is the command for the histogram of hours of absences: hist(df$Absenteeism.time.in.hours, main = "Histogram of hours of absences", xlab = "Hours of absences")We have plotted the hours of absences on the x-axis.

3. Histogram of age of a person corresponding to each absence. The following is the command for the histogram of age of a person corresponding to each absence: hist(df$Age, main = "Histogram of age of a person corresponding to each absence", xlab = "Age")We have plotted the age of a person on the x-axis.

4. Bar plot of hours by month. The following is the command for the bar plot of hours by month: barplot(tapply(df$Absenteeism.time.in.hours, df$Month.of.absence, sum), xlab="Month", ylab="Total hours of absence", main="Barplot of hours by month")Here, we have represented each month by one bar, whose height is the total number of absent hours of that month.

5. Box plots of hours by social smoker variable. The following is the command for the box plots of hours by social smoker variable: boxplot(df$Absenteeism.time.in.hours ~ df$Social.smoker, main="Boxplot of hours by social smoker variable", xlab="Social Smoker", ylab="Hours", col=c("green","blue"), names=c("No","Yes"), cex.lab=0.8)Here, we have plotted two box plots in one figure.

6. Box plots of hours by social drinker variable. The following is the command for the box plots of hours by social drinker variable: boxplot(df$Absenteeism.time.in.hours ~ df$Social.drinker, main="Boxplot of hours by social drinker variable", xlab="Social Drinker", ylab="Hours", col=c("purple","red"), names=c("No","Yes"), cex.lab=0.8)Here, we have plotted two box plots in one figure.

To know more about box plots: https://brainly.com/question/14277132

#SPJ11


Related Questions

Compute the derivative of the following function.
h(x)=x+5 2 /7x² e^x

Answers

The given function is h(x) = x+5(2/7x²e^x).To compute the derivative of the given function, we will apply the product rule of differentiation.

The formula for the product rule of differentiation is given below. If f and g are two functions of x, then the product of these functions can be differentiated as shown below. d/dx [f(x)g(x)] = f(x)g'(x) + g(x)f'(x)

Using this formula for the given function, we have: h(x) = x+5(2/7x²e^x)\

h'(x) = [1.2/7x²e^x] + [x+5](2e^x/7x^3)

The derivative of the given function is h'(x) = [1.2/7x²e^x] + [x+5](2e^x/7x^3).

Therefore, the answer is: h'(x) = [1.2/7x²e^x] + [x+5](2e^x/7x^3).

To know more about function visit:

https://brainly.com/question/30721594

#SPJ11

The given T is a linear transfoation from R2 into R2. Show that T is invertible and find a foula for T−1 T(x1​,x2​)=(3x1​−5x2​,−3x1​+8x2​)

Answers

the formula for T^(-1) is given by:

T^(-1)(a, b) = ((a + 5x2)/3, (b + 3x1)/8)

To show that the given linear transformation T is invertible, we need to demonstrate that it is both injective (one-to-one) and surjective (onto).

1. Injective (One-to-One):

To prove that T is injective, we need to show that if T(x1, x2) = T(y1, y2), then (x1, x2) = (y1, y2).

Let T(x1, x2) = (3x1 - 5x2, -3x1 + 8x2) and T(y1, y2) = (3y1 - 5y2, -3y1 + 8y2).

Setting these two equal, we have:

3x1 - 5x2 = 3y1 - 5y2   ---- (Equation 1)

-3x1 + 8x2 = -3y1 + 8y2 ---- (Equation 2)

From Equation 1, we get:

3x1 - 3y1 = 5x2 - 5y2

3(x1 - y1) = 5(x2 - y2)

Similarly, from Equation 2, we get:

-3(x1 - y1) = 8(x2 - y2)

Since both equations are equal, we can write:

3(x1 - y1) = 5(x2 - y2) = -3(x1 - y1) = 8(x2 - y2)

This implies that x1 - y1 = x2 - y2 = 0, which means x1 = y1 and x2 = y2.

Therefore, T is injective.

2. Surjective (Onto):

To prove that T is surjective, we need to show that for any vector (a, b) in R2, there exists a vector (x1, x2) in R2 such that T(x1, x2) = (a, b).

Let (a, b) be any vector in R2. We need to find (x1, x2) such that T(x1, x2) = (a, b).

Solving the system of equations:

3x1 - 5x2 = a  ---- (Equation 3)

-3x1 + 8x2 = b ---- (Equation 4)

From Equation 3, we can express x1 in terms of x2:

x1 = (a + 5x2)/3

Substituting this value of x1 into Equation 4, we get:

-3((a + 5x2)/3) + 8x2 = b

-3a/3 - 5x2 + 8x2 = b

-3a - 5x2 + 8x2 = b

3x2 = b + 3a

x2 = (b + 3a)/3

Now, we have the values of x1 and x2 in terms of a and b:

x1 = (a + 5x2)/3 = (a + 5(b + 3a)/3)/3

x2 = (b + 3a)/3

Therefore, we have found the vector (x1, x2) such that T(x1, x2) = (a, b), for any (a, b) in R2.

Since T is both injective and surjective, it is invertible.

To find the formula for T^(-1), we can express T(x1, x2) = (a, b) in terms of (

x1, x2):

(3x1 - 5x2, -3x1 + 8x2) = (a, b)

From the first component, we have:

3x1 - 5x2 = a

Solving for x1, we get:

x1 = (a + 5x2)/3

From the second component, we have:

-3x1 + 8x2 = b

Solving for x2, we get:

x2 = (b + 3x1)/8

Therefore, the formula for T^(-1) is given by:

T^(-1)(a, b) = ((a + 5x2)/3, (b + 3x1)/8)

Learn more about linear transformations:

https://brainly.com/question/29641138

#SPJ11

If two lines are perpendicular and one line goes through the points (2,3) and (3,2), what is the slope of the other line?

Answers

When a line passes through the points (2,3) and (3,2) and has a slope of -1, the other line that is perpendicular will have a slope of 1.

If two lines are perpendicular, their slopes are negative reciprocals of each other. To find the slope of the other line when one line goes through the points (2,3) and (3,2), we can follow these steps:

1. Determine the slope of the given line:

  The slope of a line passing through two points (x1, y1) and (x2, y2) is calculated using the formula: slope = (y2 - y1) / (x2 - x1).

  Plugging in the values from the given points (2,3) and (3,2):

  slope = (2 - 3) / (3 - 2) = -1 / 1 = -1.

2. Calculate the negative reciprocal of the slope:

  The negative reciprocal of a slope is obtained by flipping the fraction and changing its sign. In this case, the negative reciprocal of -1 is 1.

Therefore, the slope of the other line that is perpendicular to the line passing through the points (2,3) and (3,2) is 1.

To understand the concept, let's visualize it geometrically:

If one line has a slope of -1, it means that the line is sloping downwards from left to right. Its negative reciprocal, 1, represents a line that is perpendicular and slopes upwards from left to right.

Learn more about perpendicular at: brainly.com/question/12746252

#SPJ11

For a science project, Beatrice studied the relationship between H, the height of a corn plant, and d, the number of days the plant grew. She found the relationship to be proportional. Which equation models a proportional relationship between H and d?

Answers

In order to model the proportional relationship between H (height) and d (days), we can use the following equation: `H = kd`, where k is a constant of proportionality.

The given problem states that the relationship between the height (H) of a corn plant and the number of days it grew (d) is proportional. In order to model the proportional relationship between H and d, we can use the following equation: `H = kd`, where k is a constant of proportionality.

To solve the problem, we need to find the equation that models the proportional relationship between H and d. From the given problem, we know that this relationship can be represented by the equation `H = kd`, where k is a constant of proportionality. Thus, the equation that models the proportional relationship between H and d is H = kd.

Another way to write the equation in the form of y = mx is `y/x = k`. In this case, H is the dependent variable, so it is represented by y, while d is the independent variable, so it is represented by x. Thus, we can write the equation as `H/d = k`.

Learn more about proportional relations here: https://brainly.com/question/7954398

#SPJ11

find the following trigonometric values. express your answers exactly. \cos\left(\dfrac{3\pi}{4}\right)

Answers

The exact value of cos(3π/4) in degrees is -√2/2.

The given expression is,

[tex]\cos\left(\dfrac{3\pi}{4}\right)[/tex]

Convert 3π/4 from radians to degrees,

Use the conversion factor:

180 degrees / π radians.

So, 3π/4 radians is equal to,

(3π/4) x (180 degrees / π radians)

= (540/4) degrees

= 135 degrees.

Now,

[tex]\cos\left(\dfrac{3\pi}{4}\right) = cos(135^{\circ} )[/tex]  

Now, Find the value of cos(135 degrees).

Using a trigonometric table, we find that

[tex]cos(135^{\circ} ) = -\frac{\sqrt{2} }{2}[/tex]

Thus,

The exact value of cos(3π/4) in degrees is -√2/2.

To learn more about trigonometric ratios visit:

https://brainly.com/question/29156330

#SPJ4

5. Equivalence ( 4 points) Prove that the following are equivalent for all a, b \in{R} : (i) a is less than b , (ii) the average of a and b is greater than a

Answers

The following are equivalent for all a,b , (i) implies (ii) and (ii) implies (i), we can conclude that the statements (i) and (ii) are equivalent for all real numbers a and b.

To prove the equivalence of the statements (i) and (ii) for all real numbers a and b, we need to show that (i) implies (ii) and (ii) implies (i).

(i) a < b implies (ii) the average of a and b is greater than a:

Assume a < b. We want to show that the average of a and b is greater than a, i.e., (a + b) / 2 > a.

Multiplying both sides of the inequality a < b by 2, we have 2a < 2b.

Adding a to both sides, we get 2a + a < 2b + a, which simplifies to 3a < a + b.

Dividing both sides by 3, we have (3a) / 3 < (a + b) / 3, resulting in a < (a + b) / 2.

Therefore, (i) implies (ii).

(ii) the average of a and b is greater than a implies (i) a < b:

Assume (a + b) / 2 > a. We want to show that a < b.

Multiplying both sides of the inequality by 2, we have a + b > 2a.

Subtracting a from both sides, we get b > a.

Therefore, (ii) implies (i).

Since we have shown that (i) implies (ii) and (ii) implies (i), we can conclude that the statements (i) and (ii) are equivalent for all real numbers a and b.

Learn more about inequality:https://brainly.com/question/30238989

#SPJ11

in bivariate data, when the two variables go up or down together, that data displays a linear correlation.

Answers

when two variables consistently increase or decrease together, it indicates a correlation between the variables. If the relationship follows a straight line, it is called a linear correlation.

That statement is not entirely accurate. In bivariate data, when two variables show a consistent increase or decrease together, it indicates a positive or negative linear correlation, respectively.

A linear correlation implies that there is a linear relationship between the two variables, meaning that as one variable increases, the other tends to increase (positive correlation) or decrease (negative correlation) in a consistent and predictable manner. However, it's important to note that a linear correlation is just one type of correlation that can exist between variables.

There can also be other types of correlations that are not linear, such as quadratic, exponential, or logarithmic correlations. These types of correlations occur when the relationship between the variables follows a different pattern than a straight line.

Therefore, it is more accurate to say that when two variables consistently increase or decrease together, it indicates a correlation between the variables. If the relationship follows a straight line, it is called a linear correlation.

To know more about correlation click here :

https://brainly.com/question/32598527

#SPJ4

Find the area of the trapezoid 22.2cm 9.86cm. 8.52cm

Answers

I don’t even know fam

Amy bought 4lbs.,9oz. of turkey cold cuts and 3lbs,12oz. of ham cold cuts. How much did she buy in total? (You should convert any ounces over 15 into pounds) pounds ounces.

Answers

Amy bought a total of 8 pounds, 5 ounces (or 8.3125 pounds) of cold cuts.

To find the total amount of cold cuts Amy bought, we need to add the weights of turkey and ham together. However, we need to ensure that the ounces are properly converted to pounds if they exceed 15.

Turkey cold cuts: 4 lbs, 9 oz

Ham cold cuts: 3 lbs, 12 oz

To convert the ounces to pounds, we divide them by 16 since there are 16 ounces in 1 pound.

Converting turkey cold cuts:

9 oz / 16 = 0.5625 lbs

Adding the converted ounces to the pounds:

4 lbs + 0.5625 lbs = 4.5625 lbs

Converting ham cold cuts:

12 oz / 16 = 0.75 lbs

Adding the converted ounces to the pounds:

3 lbs + 0.75 lbs = 3.75 lbs

Now we can find the total amount of cold cuts:

4.5625 lbs (turkey) + 3.75 lbs (ham) = 8.3125 lbs

Therefore, Amy bought a total of 8 pounds and 5.25 ounces (or approximately 8 pounds, 5 ounces) of cold cuts.

To know more about Pounds, visit

brainly.com/question/498964

#SPJ11

The first term of an arithmetic sequence is 330 , the common difference is \( -3.1 \). Find the \( 70^{\text {th }} \) term. Round answer to one place after the decimal point.

Answers

The 70th term of the arithmetic sequence is 116.1, rounded to one decimal place. The 70th term of the arithmetic sequence can be found using the formula for the nth term of an arithmetic sequence: \(a_n = a_1 + (n-1)d\),

where \(a_n\) is the nth term, \(a_1\) is the first term, \(d\) is the common difference, and \(n\) is the position of the term.

In this case, the first term \(a_1\) is 330 and the common difference \(d\) is -3.1. Plugging these values into the formula, we have \(a_{70} = 330 + (70-1)(-3.1)\).

Simplifying the expression, we get \(a_{70} = 330 + 69(-3.1) = 330 - 213.9 = 116.1\).

Therefore, the 70th term of the arithmetic sequence is 116.1, rounded to one decimal place.

An arithmetic sequence is a sequence of numbers in which the difference between consecutive terms is constant. In this case, the common difference is -3.1, indicating that each term is decreasing by 3.1 compared to the previous term.

To find the 70th term of the sequence, we can use the formula \(a_n = a_1 + (n-1)d\), where \(a_n\) represents the nth term, \(a_1\) is the first term, \(d\) is the common difference, and \(n\) is the position of the term we want to find.

In this problem, the first term \(a_1\) is given as 330 and the common difference \(d\) is -3.1. Plugging these values into the formula, we have \(a_{70} = 330 + (70-1)(-3.1)\).

Simplifying the expression, we have \(a_{70} = 330 + 69(-3.1)\). Multiplying 69 by -3.1 gives us -213.9, so we have \(a_{70} = 330 - 213.9\), which equals 116.1.

Therefore, the 70th term of the arithmetic sequence is 116.1, rounded to one decimal place.

Learn more about  arithmetic sequence click here: brainly.com/question/28882428

#SPJ11

Elizabeth Burke has recently joined the PLE man- agement team to oversee production operations. She has reviewed the types of data that the company collects and has assigned you the responsibility to be her chief analyst in the coming weeks. She has asked you to do some pre- liminary analysis of the data for the company.
1. First, she would like you to edit the worksheets Dealer Satisfaction and End-User Satisfaction to display the total number of responses to each level of the survey scale across all regions for each year.

Answers

To edit the worksheets "Dealer Satisfaction" and "End-User Satisfaction" to display the total number of responses to each level of the survey scale across all regions for each year, follow these steps:

1. Open the "Dealer Satisfaction" worksheet.

2. Create a new column next to the existing columns that represent the survey scale levels. Name this column "Total Responses."

3. In the first cell of the "Total Responses" column (e.g., B2), enter the following formula:

=SUM(C2:F2)

This formula calculates the sum of responses across all survey scale levels (assuming the scale levels are represented in columns C to F).

4. Copy the formula from B2 and paste it in all the cells of the "Total Responses" column corresponding to each survey year.

5. Repeat the same steps for the "End-User Satisfaction" worksheet, creating a new column called "Total Responses" and calculating the sum of responses for each year.

After following these steps, the "Dealer Satisfaction" and "End-User Satisfaction" worksheets should display the total number of responses to each level of the survey scale across all regions for each year in the newly created "Total Responses" column.

Learn more about Survey Scale here:

https://brainly.com/question/31083657

#SPJ11

- Explain, with ONE (1) example, a notation that can be used to
compare the complexity of different algorithms.

Answers

Big O notation is a notation that can be used to compare the complexity of different algorithms. Big O notation describes the upper bound of the algorithm, which means the maximum amount of time it will take for the algorithm to solve a problem of size n.

Example:

An algorithm that has a Big O notation of O(n) is considered less complex than an algorithm with a Big O notation of O(n²) when it comes to solving problems of size n.

The QuickSort algorithm is a good example of Big O notation. The worst-case scenario for QuickSort is O(n²), which is not efficient. On the other hand, the best-case scenario for QuickSort is O(n log n), which is considered to be highly efficient.

To know more about QuickSort algorithm, refer to the link below:

https://brainly.com/question/13155236#

#SPJ11

Assume with an arithmetic sequence, that a_1 =6 and a_5 =14 find a_9. Write the arithmetic sequence 12,18,24,30,… in the standard form: a_n =

Answers

The standard form of the arithmetic sequence 12, 18, 24, 30, … is [tex]a_n = 12 + 6(n - 1)[/tex].

The arithmetic sequence is a sequence of numbers in which the difference between any two consecutive terms is constant.

To find the value of a_9, we need to determine the common difference (d) first.

Given that a_1 = 6 and a_5 = 14, we can use these two terms to find the common difference.

The formula to find the nth term of an arithmetic sequence is:
[tex]a_n = a_1 + (n - 1) * d[/tex]

Using a_1 = 6 and a_5 = 14, we can substitute the values into the formula and solve for d:

[tex]a_5 = a_1 + (5 - 1) * d\\14 = 6 + 4d\\4d = 14 - 6\\4d = 8\\d = 2[/tex]

Now that we know the common difference is 2, we can find a_9 using the formula:

[tex]a_9 = a_1 + (9 - 1) * d\\a_9 = 6 + 8 * 2\\a_9 = 6 + 16\\a_9 = 22[/tex]
Therefore, a_9 is equal to 22.

The arithmetic sequence 12, 18, 24, 30, … can be written in standard form using the formula for the nth term:

[tex]a_n = a_1 + (n - 1) * d[/tex]

Substituting the given values, we have:

[tex]a_n = 12 + (n - 1) * 6[/tex]

So, the standard form of the arithmetic sequence is a_n = 12 + 6(n - 1).

In summary, using the given information, we found that a_9 is equal to 22.

The standard form of the arithmetic sequence 12, 18, 24, 30, … is [tex]a_n = 12 + 6(n - 1)[/tex].

To know more about arithmetic sequence, visit:

https://brainly.com/question/12952623

#SPJ11

Use integration by parts to evaluate the integral: ∫sin^−1xdx

Answers

C represents the constant of integration.

To evaluate the integral ∫sin⁻¹xdx using integration by parts, we can start by using the formula for integration by parts:

∫udv = uv - ∫vdu

Let's assign u and dv as follows:
u = sin⁻¹x (inverse sine of x)
dv = dx

Taking the differentials, we have:
du = 1/√(1 - x²) dx (using the derivative of inverse sine)
v = x (integrating dv)

Now, let's apply the integration by parts formula:
∫sin⁻¹xdx = x * sin⁻¹x - ∫x * (1/√(1 - x²)) dx

To evaluate the remaining integral, we can simplify it further by factoring out 1/√(1 - x²) from the integral:
∫x * (1/√(1 - x²)) dx = ∫(x/√(1 - x²)) dx

To integrate this, we can substitute u = 1 - x²:
du = -2x dx
dx = -(1/2x) du

Substituting these values, the integral becomes:
∫(x/√(1 - x²)) dx = ∫(1/√(1 - u)) * (-(1/2x) du) = -1/2 ∫(1/√(1 - u)) du

Now, we can integrate this using a simple formula:
∫(1/√(1 - u)) du = sin⁻¹u + C

Substituting back u = 1 - x², the final answer is:
∫sin⁻¹xdx = x * sin⁻¹x + 1/2 ∫(1/√(1 - x²)) dx + C

C represents the constant of integration.

To know  more about integration visit:

https://brainly.com/question/31744185

#SPJ11

find an equation of the tangant plane to the surface x + y +z - cos(xyz) = 0 at the point (0,1,0)

Answers

The equation of the tangent plane is z = -y.The normal vector of the plane is given by (-1, 1, 1, cos(0, 1, 0)) and a point on the plane is (0, 1, 0).The equation of the tangent plane is thus -x + z = 0.

The surface is given by the equation:x + y + z - cos(xyz) = 0

Differentiate the equation partially with respect to x, y and z to obtain:

1 - yz sin(xyz) = 0........(1)

1 - xz sin(xyz) = 0........(2)

1 - xy sin(xyz) = 0........(3)

Substituting the given point (0,1,0) in equation (1), we get:

1 - 0 sin(0) = 1

Substituting the given point (0,1,0) in equation (2), we get:1 - 0 sin(0) = 1

Substituting the given point (0,1,0) in equation (3), we get:1 - 0 sin(0) = 1

Hence the point (0, 1, 0) lies on the surface.

Thus, the normal vector of the tangent plane is given by the gradient of the surface at this point:

∇f(0, 1, 0) = (-1, 1, 1, cos(0, 1, 0)) = (-1, 1, 1, 1)

The equation of the tangent plane is thus:

-x + y + z - (-1)(x - 0) + (1 - 1)(y - 1) + (1 - 0)(z - 0) = 0-x + y + z + 1 = 0Orz = -x + 1 - y, which is the required equation.

Given the surface, x + y + z - cos(xyz) = 0, we need to find the equation of the tangent plane at the point (0,1,0).

The first step is to differentiate the surface equation partially with respect to x, y, and z.

This gives us equations (1), (2), and (3) as above.Substituting the given point (0,1,0) into equations (1), (2), and (3), we get 1 in each case.

This implies that the given point lies on the surface.

Thus, the normal vector of the tangent plane is given by the gradient of the surface at this point, which is (-1, 1, 1, cos(0, 1, 0)) = (-1, 1, 1, 1).A point on the plane is given by the given point, (0,1,0).

Using the normal vector and a point on the plane, we can obtain the equation of the tangent plane by the formula for a plane, which is given by (-x + y + z - d = 0).

The equation is thus -x + y + z + 1 = 0, or z = -x + 1 - y, which is the required equation.

To learrn more about normal vector

https://brainly.com/question/31832086

#SPJ11

derive the first-order (one-step) adams-moulton formula and verify that it is equivalent to the trapezoid rule.

Answers

The first-order Adams-Moulton formula derived as: y(t+h) ≈ y(t) + h/2 * [f(t, y(t)) + f(t+h, y(t+h))].

The first-order Adams-Moulton formula is equivalent to the trapezoid rule for approximating the integral in ordinary differential equations.

How to verify the first-order Adams-Moulton formula using trapezoid rule?

The first-order Adams-Moulton formula is derived by approximating the integral in the ordinary differential equation (ODE) using the trapezoid rule.

To derive the formula, we start with the integral form of the ODE:

∫[t, t+h] y'(t) dt = ∫[t, t+h] f(t, y(t)) dt

Approximating the integral using the trapezoid rule, we have:

h/2 * [f(t, y(t)) + f(t+h, y(t+h))] ≈ ∫[t, t+h] f(t, y(t)) dt

Rearranging the equation, we get:

y(t+h) ≈ y(t) + h/2 * [f(t, y(t)) + f(t+h, y(t+h))]

This is the first-order Adams-Moulton formula.

To verify its equivalence to the trapezoid rule, we can substitute the derivative approximation from the trapezoid rule into the Adams-Moulton formula. Doing so yields:

y(t+h) ≈ y(t) + h/2 * [y'(t) + y'(t+h)]

Since y'(t) = f(t, y(t)), we can replace it in the equation:

y(t+h) ≈ y(t) + h/2 * [f(t, y(t)) + f(t+h, y(t+h))]

This is equivalent to the trapezoid rule for approximating the integral. Therefore, the first-order Adams-Moulton formula is indeed equivalent to the trapezoid rule.

Learn more about first-order Adams-Moulton formula on:

https://brainly.com/question/30401353

#SPJ4

A student is taking a multi choice exam in which each question has 4 choices the students randomly selects one out of 4 choices with equal probability for each question assuming that the students has no knowledge of the correct answer to any of the questions.
A) what is the probability that the students will get all answers wrong
0.237
0.316
.25
none
B) what is the probability that the students will get the questions correct?
0.001
0.031
0.316
none
C) if the student make at least 4 questions correct, the students passes otherwise the students fails. what is the probability?
0.016
0.015
0.001
0.089
D) 100 student take this exam with no knowledge of the correct answer what is the probability that none of them pass
0.208
0.0001
0.221
none

Answers

A)  0.316

B) 0.001

C) 0.089

D) 0.221

A) The probability that the student will get all answers wrong can be calculated as follows:

Since each question has 4 choices and the student randomly selects one, the probability of getting a specific question wrong is 3/4. Since each question is independent, the probability of getting all questions wrong is (3/4)^n, where n is the number of questions. The probability of getting all answers wrong is 3/4 raised to the power of the number of questions.

B) The probability that the student will get all questions correct can be calculated as follows:

Since each question has 4 choices and the student randomly selects one, the probability of getting a specific question correct is 1/4. Since each question is independent, the probability of getting all questions correct is (1/4)^n, where n is the number of questions. The probability of getting all answers correct is 1/4 raised to the power of the number of questions.

C) To find the probability of passing the exam by making at least 4 questions correct, we need to calculate the probability of getting 4, 5, 6, 7, or 8 questions correct.

Since each question has 4 choices and the student randomly selects one, the probability of getting a specific question correct is 1/4. The probability of getting k questions correct out of n questions can be calculated using the binomial probability formula:

P(k questions correct) = (nCk) * (1/4)^k * (3/4)^(n-k)

To find the probability of passing, we sum up the probabilities of getting 4, 5, 6, 7, or 8 questions correct:

P(pass) = P(4 correct) + P(5 correct) + P(6 correct) + P(7 correct) + P(8 correct)

The probability of passing the exam by making at least 4 questions correct is 0.089.

D) The probability that none of the 100 students pass can be calculated as follows:

Since each student has an independent probability of passing or failing, and the probability of passing is 0.089 (calculated in part C), the probability that a single student fails is 1 - 0.089 = 0.911.

Therefore, the probability that all 100 students fail is (0.911)^100.

The probability that none of the 100 students pass is 0.221.

Learn more about Probability here

https://brainly.com/question/31828911

#SPJ11

The straight line ny=3y-8 where n is an integer has the same slope (gradient ) as the line 2y=3x+6. Find the value of n.

Answers

Given that the straight line ny=3y-8 where n is an integer has the same slope (gradient ) as the line 2y=3x+6. We need to find the value of n. Let's solve the given problem. Solution:We have the given straight line ny=3y-8 where n is an integer.

Then we can write it in the form of the equation of a straight line y= mx + c, where m is the slope and c is the y-intercept.So, ny=3y-8 can be written as;ny - 3y = -8(n - 3) y = -8(n - 3)/(n - 3) y = -8/n - 3So, the equation of the straight line is y = -8/n - 3 .....(1)Now, we have another line 2y=3x+6We can rewrite the given line as;y = (3/2)x + 3 .....(2)Comparing equation (1) and (2) above.

To know more about straight visit:

https://brainly.com/question/29223887

#SPJ11

Joanne sells silk-screened T-shirts at community festivals and craft fairs. Her marginal cost to produce one T-shirt is $2.50. Her total cost to produce 60 T-shirts is $210, and she sells them for $9 each. a. Find the linear cost function for Joanne's T-shirt production. b. How many T-shirts must she produce and sell in order to break even? c. How many T-shirts must she produce and sell to make a profit of $800 ?

Answers

Therefore, P(x) = R(x) - C(x)800 = 9x - (2.5x + 60)800 = 9x - 2.5x - 60900 = 6.5x = 900 / 6.5x ≈ 138

So, she needs to produce and sell approximately 138 T-shirts to make a profit of $800.

Given Data Joanne sells silk-screened T-shirts at community festivals and craft fairs. Her marginal cost to produce one T-shirt is $2.50.

Her total cost to produce 60 T-shirts is $210, and she sells them for $9 each.
Linear Cost Function

The linear cost function is a function of the form:

C(x) = mx + b, where C(x) is the total cost to produce x items, m is the marginal cost per unit, and b is the fixed cost. Therefore, we have:

marginal cost per unit = $2.50fixed cost, b = ?

total cost to produce 60 T-shirts = $210total revenue obtained by selling a T-shirt = $9

a) To find the value of the fixed cost, we use the given data;

C(x) = mx + b

Total cost to produce 60 T-shirts is given as $210

marginal cost per unit = $2.5

Let b be the fixed cost.

C(60) = 2.5(60) + b$210 = $150 + b$b = $60

Therefore, the linear cost function is:

C(x) = 2.5x + 60b) We can use the break-even point formula to determine the quantity of T-shirts that must be produced and sold to break even.

Break-even point:

Total Revenue = Total Cost

C(x) = mx + b = Total Cost = Total Revenue = R(x)

Let x be the number of T-shirts produced and sold.

Cost to produce x T-shirts = C(x) = 2.5x + 60

Revenue obtained by selling x T-shirts = R(x) = 9x

For break-even, C(x) = R(x)2.5x + 60 = 9x2.5x - 9x = -60-6.5x = -60x = 60/6.5x = 9.23

So, she needs to produce and sell approximately 9 T-shirts to break even. Since the number of T-shirts sold has to be a whole number, she should sell 10 T-shirts to break even.

c) The profit function is given by:

P(x) = R(x) - C(x)Where P(x) is the profit function, R(x) is the revenue function, and C(x) is the cost function.

For a profit of $800,P(x) = 800R(x) = 9x (as given)C(x) = 2.5x + 60

Therefore, P(x) = R(x) - C(x)800

= 9x - (2.5x + 60)800

= 9x - 2.5x - 60900

= 6.5x = 900 / 6.5x ≈ 138

So, she needs to produce and sell approximately 138 T-shirts to make a profit of $800.

To know more about function visit:

https://brainly.com/question/30721594

#SPJ11

Describe and correct the error in solving the equation. 40. -m/-3 = −4 ⋅ ( − m — 3 ) = 3 ⋅ (−4) m = −12

Answers

Answer:

m = -36/11

Step-by-step explanation:

Start with the equation: -m/-3 = −4 ⋅ ( − m — 3 )

2. Simplify the left side of the equation by canceling out the negatives: -m/-3 becomes m/3.

3. Simplify the right side of the equation by distributing the negative sign: −4 ⋅ ( − m — 3 ) becomes 4m + 12.

after simplification, we have: m/3 = 4m + 12.

Now, let's analyze the error in this step. The mistake occurs when distributing the negative sign to both terms inside the parentheses. The correct distribution should be:

−4 ⋅ ( − m — 3 ) = 4m + (-4)⋅(-3)

By multiplying -4 with -3, we get a positive value of 12. Therefore, the correct simplification should be:

−4 ⋅ ( − m — 3 ) = 4m + 12

solving the equation correctly:

Start with the corrected equation: m/3 = 4m + 12

To eliminate fractions, multiply both sides of the equation by 3: (m/3) * 3 = (4m + 12) * 3

This simplifies to: m = 12m + 36

Next, isolate the variable terms on one side of the equation. Subtract 12m from both sides: m - 12m = 12m + 36 - 12m

Simplifying further, we get: -11m = 36

Finally, solve for m by dividing both sides of the equation by -11: (-11m)/(-11) = 36/(-11)

This yields: m = -36/11

find the standard form of the equation of the parabola given that the vertex at (2,1) and the focus at (2,4)

Answers

Thus, the standard form of the equation of the parabola with the vertex at (2, 1) and the focus at (2, 4) is [tex]x^2 - 4x - 12y + 16 = 0.[/tex]

To find the standard form of the equation of a parabola given the vertex and focus, we can use the formula:

[tex](x - h)^2 = 4p(y - k),[/tex]

where (h, k) represents the vertex of the parabola, and (h, k + p) represents the focus.

In this case, we are given that the vertex is at (2, 1) and the focus is at (2, 4).

Comparing the given information with the formula, we can see that the vertex coordinates match (h, k) = (2, 1), and the y-coordinate of the focus is k + p = 1 + p = 4. Therefore, p = 3.

Now, substituting the values into the formula, we have:

[tex](x - 2)^2 = 4(3)(y - 1).[/tex]

Simplifying the equation:

[tex](x - 2)^2 = 12(y - 1).[/tex]

Expanding the equation:

[tex]x^2 - 4x + 4 = 12y - 12.[/tex]

Rearranging the equation:

[tex]x^2 - 4x - 12y + 16 = 0.[/tex]

To know more about equation,

https://brainly.com/question/29116672

#SPJ11

Consider the polynomial (1)/(2)a^(4)+3a^(3)+a. What is the coefficient of the third term? What is the constant term?

Answers

The coefficient of the third term in the polynomial is 0, and the constant term is 0.

The third term in the polynomial is a, which means that it has a coefficient of 1. Therefore, the coefficient of the third term is 1. However, when we look at the entire polynomial, we can see that there is no constant term. This means that the value of the polynomial when a is equal to 0 is also 0, since there is no constant term to provide a non-zero value.

To find the coefficient of the third term, we simply need to look at the coefficient of the term with a degree of 1. In this case, that term is a, which has a coefficient of 1. Therefore, the coefficient of the third term is 1.

To find the constant term, we need to evaluate the polynomial when a is equal to 0. When we do this, we get:

(1)/(2)(0)^(4) + 3(0)^(3) + 0 = 0

Since the value of the polynomial when a is equal to 0 is 0, we know that there is no constant term in the polynomial. Therefore, the constant term is 0.

Learn more about polynomial  : brainly.com/question/11536910

#SPJ11

Between the base of a 300-mb level trough and the top of a 300mb-level ridge and we find: Select one: a. a negative change in curvature vorticity and a positive change in area aloft b. a positive change in curvature vorticity and a negative change in area aloft c. a negative change in curvature vorticity and a negative change in area aloft d. a positive change in curvature vorticity and a positive change in area aloft

Answers

Option A. Between the base of a 300-mb level trough and the top of a 300mb-level ridge and we find : a negative change in curvature vorticity and a positive change in area aloft.

What is meant by curvature vorticity

In the context of meteorology, curvature vorticity refers to the rotation (or spinning) of air that results from changes in the flow direction along a streamline, while "area aloft" might be interpreted as the amount of space occupied by the air mass above a certain point.

If we are moving from the base of a 300-mb level trough to the top of a 300mb-level ridge, we are transitioning from a more curved, lower area to a less curved, higher area.

Read more on curvature here https://brainly.com/question/32215102

#SPJ4

What are the leading caefficient and degree of the polynomial? 2x^(2)+10x-x^(9)+x^(6)

Answers

Leading coefficient is -1 and degree of the polynomial is 9.

Given, polynomial: 2x² + 10x - x⁹ + x⁶.

Leading coefficient is the coefficient of the term with highest degree.

Degree of the polynomial is the highest exponent of x in the polynomial.

In the given polynomial carefully,We see that:- The term with the highest degree of x in the polynomial is x⁹.

The coefficient of this term is -1 (i.e. negative one)

Therefore, the leading coefficient is -1.

The degree of the polynomial is the highest exponent of x in the polynomial.

Therefore, the degree of the polynomial is 9.

So, the leading coefficient of the given polynomial is -1 and the degree of the polynomial is 9.

Hence, the answer is:Leading coefficient: -1Degree of the polynomial: 9


To know more about Leading coefficient click here:

https://brainly.com/question/29116840


#SPJ11

Match the symbol with it's name. Mu1 A. The test statistic for one mean or two mean testing X-bar 1 B. Population mean of differences S1 C. Sample standard deviation from group 1 X-bar d D. The value that tells us how well a line fits the (x,y) data. Mu d E. Population Mean from group 1 nd E. The test statistics for ANOVA F-value G. sample size of paired differences t-value H. The value that explains the variation of y from x. I. Sample Mean from group 1 r-squared 1. Sample mean from the list of differences

Answers

Here are the matches for the symbols and their names:

Mu1: E. Population Mean from group 1

X-bar 1: I. Sample Mean from group 1

S1: G. Sample standard deviation from group 1

X-bar: C. Sample Mean from group 1

Mu: D. The value that tells us how well a line fits the (x,y) data.

Mu d: B. Population mean of differences

F-value: F. The test statistics for ANOVA

t-value: A. The test statistic for one mean or two mean testing

r-squared: H. The value that explains the variation of y from x.

Please note that the symbol "nd" is not mentioned in your options. If you meant to refer to a different symbol, please provide the correct symbol, and I'll be happy to assist you further.

To know more about  symbol visit:

https://brainly.com/question/11490241

#SPJ11

A sculptor cuts a pyramid from a marble cube with volume
t3 ft3
The pyramid is t ft tall. The area of the base is
t2 ft2
Write an expression for the volume of marble removed.

Answers

The expression for the volume of marble removed is (2t³/3).

The given information is as follows:

A sculptor cuts a pyramid from a marble cube with volume t^3 ft^3

The pyramid is t ft tall

The area of the base is t^2 ft^2

The formula to calculate the volume of a pyramid is,V = 1/3 × B × h

Where, B is the area of the base

h is the height of the pyramid

In the given scenario, the base of the pyramid is a square with the length of each side equal to t ft.

Thus, the area of the base is t² ft².

Hence, the expression for the volume of marble removed is given by the difference between the volume of the marble cube and the volume of the pyramid.

V = t³ - (1/3 × t² × t)V

   = t³ - (t³/3)V

    = (3t³/3) - (t³/3)V

   = (2t³/3)

Therefore, the expression for the volume of marble removed is (2t³/3).

Learn more about volume of pyramid:

https://brainly.com/question/17615619

#SPJ11

For each the following series, state whether it converges or diverges. Briefly explain your answer using only what we have learned through the second week of class (i.e. sections 5.2 and 5.3 in the textbook). (a) ∑n=1[infinity]​n+100n​ (b) ∑n=1[infinity]​(−1)n2n (c) ∑n=1[infinity]​(2​1​)n (d) ∑n=1[infinity]​n(n+1)100​

Answers

According to the statement the series (a) and (d) converges while the series (b) and (c) diverges.

(a) Converges: We can see that the series is similar to the p-series with p = 2 which converges. Hence, by the limit comparison test, the series also converges.(b) Converges: This series is similar to the alternating harmonic series which converges.

Hence, by the alternating series test, this series also converges.(c) Diverges: We can see that the series is a geometric series with ratio r = 2/1 > 1. Hence, the series diverges.(d) Converges: The series is similar to the p-series with p = 2 which converges.

Hence, by the limit comparison test, the series also converges.Therefore, the series (a) and (d) converges while the series (b) and (c) diverges.

To know more about converges visit :

https://brainly.com/question/1619243

#SPJ11

Aiden is 2 years older than Aliyah. In 8 years the sum of their ages will be 82 . How old is Aiden now?

Answers

Aiden is currently 34 years old, and Aliyah is currently 32 years old.

Let's start by assigning variables to the ages of Aiden and Aliyah. Let A represent Aiden's current age and let B represent Aliyah's current age.

According to the given information, Aiden is 2 years older than Aliyah. This can be represented as A = B + 2.

In 8 years, Aiden's age will be A + 8 and Aliyah's age will be B + 8.

The problem also states that in 8 years, the sum of their ages will be 82. This can be written as (A + 8) + (B + 8) = 82.

Expanding the equation, we have A + B + 16 = 82.

Now, let's substitute A = B + 2 into the equation: (B + 2) + B + 16 = 82.

Combining like terms, we have 2B + 18 = 82.

Subtracting 18 from both sides of the equation: 2B = 64.

Dividing both sides by 2, we find B = 32.

Aliyah's current age is 32 years. Since Aiden is 2 years older, we can calculate Aiden's current age by adding 2 to Aliyah's age: A = B + 2 = 32 + 2 = 34.

Learn more about variables at: brainly.com/question/15078630

#SPJ11

Use the method of cylindrical shells to find the volume generated by rotating the region bounded by the given curves about the given axis. (a) y=4x−x^2,y=x; rotated about the y-axis. (b) x=−3y^2+12y−9,x=0; rotated about the x−axis. (b) y=4−2x,y=0,x=0; rotated about x=−1

Answers

Therefore, the volume generated by rotating the region bounded by the curves [tex]y = 4x - x^2[/tex] and y = x about the y-axis is 27π/2.

(a) To find the volume generated by rotating the region bounded by the curves [tex]y = 4x - x^2[/tex] and y = x about the y-axis, we can use the method of cylindrical shells.

The height of each shell will be given by the difference between the functions [tex]y = 4x - x^2[/tex] and y = x:

[tex]h = (4x - x^2) - x \\ = 4x - x^2 - x \\= 3x - x^2[/tex]

The radius of each shell will be the distance between the curve [tex]y = 4x - x^2[/tex] and the y-axis:

r = x

The differential volume element of each shell is given by dV = 2πrh dx, where dx represents an infinitesimally small width in the x-direction.

To find the limits of integration, we need to determine the x-values where the curves intersect. Setting the two equations equal to each other, we have:

[tex]4x - x^2 = x\\x^2 - 3x = 0\\x(x - 3) = 0[/tex]

This gives us x = 0 and x = 3 as the x-values where the curves intersect.

Therefore, the volume V is given by:

V = ∫[0, 3] 2π[tex](3x - x^2)x dx[/tex]

Integrating this expression will give us the volume generated by rotating the region.

To evaluate the integral, let's simplify the expression:

V = 2π ∫[0, 3] [tex](3x^2 - x^3) dx[/tex]

Now, we can integrate term by term:

V = 2π [tex][x^3 - (1/4)x^4][/tex] evaluated from 0 to 3

V = 2π [tex][(3^3 - (1/4)3^4) - (0^3 - (1/4)0^4)][/tex]

V = 2π [(27 - 27/4) - (0 - 0)]

V = 2π [(27/4)]

V = 27π/2

To know more about volume,

https://brainly.com/question/32942148

#SPJ11

Suppose the number of students in Five Points on a weekend right is normaly distributed with mean 2096 and standard deviabon fot2. What is the probability that the number of studenss on a ghen wewhend night is greater than 1895 ? Round to three decimal places.

Answers

the probability that the number of students on a weekend night is greater than 1895 is approximately 0 (rounded to three decimal places).

To find the probability that the number of students on a weekend night is greater than 1895, we can use the normal distribution with the given mean and standard deviation.

Let X be the number of students on a weekend night. We are looking for P(X > 1895).

First, we need to standardize the value 1895 using the z-score formula:

z = (x - μ) / σ

where x is the value we want to standardize, μ is the mean, and σ is the standard deviation.

In this case, x = 1895, μ = 2096, and σ = 2.

Plugging in the values, we have:

z = (1895 - 2096) / 2

z = -201 / 2

z = -100.5

Next, we need to find the area under the standard normal curve to the right of z = -100.5. Since the standard normal distribution is symmetric, the area to the right of -100.5 is the same as the area to the left of 100.5.

Using a standard normal distribution table or a calculator, we find that the area to the left of 100.5 is very close to 1.000. Therefore, the area to the right of -100.5 (and hence to the right of 1895) is approximately 1.000 - 1.000 = 0.

To know more about distribution visit:

brainly.com/question/32696998

#SPJ11

Other Questions
Build in Visual Studio C#Create an operable computer program with all of the required components that will help someone keep track of their book inventory Include a functional search tab that allows users to search by Author, Title, Genre (should be drop- down), and ISBNInclude a data-entry tab which includes the required fields and buttons (Author(s), Title, Genre, ISBN, Quantity, and Price) to browse, edit and add new booksInclude all required buttons (Add, Delete, Modify, First, Last, Next, Previous) in the data-entry tab and ensure all buttons function properlyCorrectly use arrays, loops, and conditional statements? Create an error message so that blank fields result correctly in an error message populists made determined efforts to appeal to industrial workers and ultimately succeded in getting labors support When a decoration company works with an event planning company,please write a copyright for a proposal for business prompt nightevent. please write in essay (350words) Consider the Lewis structure of the amino acid alanine, shown below: Then choose which option (A D) most correctly answers questions a, b, and c. A '0: H;c_N H H 0-~H Al What are the approximate bond angles around the two oxygen atoms? How many total 0 bonds are there in alanine? How many total Tr bonds are there in alanine? A. a = both 1208; b = 12; c = 1 B. a = ~1209 and ~109.58 b = 10; c = C.a = ~120" and ~109.5%; b = 9; c = D. a = ~120" and ~109.5%; b = 12; c = 1 E.a = both 109.59; b = 12; c = 1 The eon is divided into three shorter eras (Paleozoic, Mesozoic, and Cenozoic) of varying lengths based on the characteristics of their fossils. a. Archean b. Proterozoic c. Phanerozoic No answer text provided. how specific types of tasks and relations behaviors can be usedeffectively?why change-oriented behaviors are important for effectiveleadershipwhy task and relations behaviors are important for lea Suppose you are given a 20,000 mM H2SO4 solution. Calculate theH2SO4 percentage. What type of percent solution it is? When Segolene Royal was running unsuccessfully for president of France, she proposed that workers who lost their jobs would receive unemployment payments equal to 90 percent of their previous wages during their first year of unemployment. If this proposal had been enacted, what would the effect likely have been on the unemployment rate in France?The unemployment rate in France would remain the same but the labor force would become smaller.The unemployment rate in France would have decreased.The unemployment rate in France would remain the same but the labor force would become larger.O The unemployment rate in France would have increased. A large electricity provider faces the following (normalised) demand: D(p)=p cwhere c>1. We can interpret the previous relationship as follows: for a given price p, the electricity provider will sell q=D(p) units of electricity to the market. The supply of electricity verifies the following relationship, p=ae bq, where p is the price to supply quantity q and (a,b) are positive parameters. (a) Calculate the price elasticity of demand. By what percentage would demand for electricity change if prices were to increase by 30% ? (b) Show that demand is an invertible function. Invert the function in order to derive the price p as a function of the quantity q. c) Represent schematically the demand and supply functions in the plan (q,p) and represent the equilibrium price p and quantity q . d) Derive expressions for the consumer and producer surpluses as a function of parameters and of equilibrium price p and quantity q . Represent them in the graph drawn in part c of this question. e) Suppose that there was a shock to supply and a increases. Explain what would happen to consumer and producer surpluses. in some circumstances, ____________ selection will maintain rather than remove variation. True/False: Organisms usually have only a single transport system for any nutrient. Find the Principal Disjunctive Normal Form and the Principal Conjunctive Normal Form for the following proposition: (rq)(pr) Please use C++ and send a screenshot of the code output: > DO NOT SEND ANY COPIED CODE OR SOME GIBBERISH THAT DOES NOT WORK - IT WILL EARN YOU A DOWNVOTE! -------------------------------------------------------------------------------------- Create a code that can: > Read abc.txt file and its content. > Convert numbers to array structure. > Find the maximum product of 2 array elements. -------------------------------------------------------------------------------------- > If the numbers in the array are 5,4,-10,-7, 3,-8,9. Answer should be 80, because -10 * -8 = 80 > Brute force solutions will not be accepted. --------------------------------------------------------------------------------------- Content of the abc.txt file: -33 -2 22 23 -38 16 5 -32 -45 -10 -11 10 -27 -17 20 -42 28 7 -20 47 In 20 words or fewer describe the kind of relationship you see between the x-coordinates of the midpoint and the endpoint not at the The cost-benefit ratio of an IT project is calculated by: dividing the value of cash flows by total project investment dividing the total benefits by the total costs dividing the total project investment by cash flows dividing the total costs by the total benefits let f(t) =t^2+3t+2. Find a value of t such that the average rate of change of f(t) from 0 to t equals 10 Deliverable: Draw an Entity-Relationship Diagram using ER-Assistant or equivalent software. The deliverable is a complete ER model for the following scenario.Case DescriptionEmbassy International wants to develop an application that will keep track of their customer comments and any follow-up action that has taken place on the comments received.Customers are identified by their Honors Card number, a 9 character number given to each customer whether they join the loyalty program or not. Customer information includes name and address, email address, home phone number, cell number, and company name/phone number (if available). The system records each stay the customer makes in an Embassy International hotel, they have about 200 properties throughout the world. Information stored on each location includes country, city and state (in US), number of rooms, whether there is a health club, and whether there is a restaurant.Each customer is asked to complete a customer satisfaction survey after their stays. The survey includes the customer number, the hotel location, and the start and end date of the stay.Some customers who filled out the satisfaction survey may be contacted for a follow-up. The follow-up information to be collected includes the date of contact, the name of the person who made the comment, the property involved, the type of contact (email, direct mail, phone), whether a coupon was offered and, if so, its monetary value, and the date of response. There may be multiple contacts with the same customer over the same property. Simplify: 4^(4) Provide your answer Mr Ranjit, who is a trader trade with a share portfolio valued at RM1 million, thinks that thelocal stock market will nosedive in line with the overall bearish outlook on regional bourses.This is underpinned by the incessant surge of world oil and food prices which provide tradingopportunities for those who simply wish to take a view on the direction of the local market.Therefore, Mr Ranjit wishes to protect his investment against any unexpected fall in the sharemarket. In June, the stock index futures trade at 1182.0. In the same month, he decides tohedge using September KLCI futures which are trading at 1194.0 Later in September, KLCIclosed at 1159.0.a. Do you think it is important for Mr Ranjit to protect his investment? Why?b. Outline an appropriate hedging strategy for Mr Ranjit.c. Illustrate the outcome of the hedging strategy assuming Mr Ranjit closes out hisposition in early September at a price of 1163.0.d. Comment the outcome of the hedging strategy proposed.e. How hedger can use the futures market to protect his position in the cash market? Whataburger beef patties should be within what temperature range when placed on the grill?34-38 degrees