For each of the following distributions show that they belong to the family of exponential distributions: a. f(x;σ)= σ 2
x

e − 2σ 2
x 2

,x≥0,σ>0 b. f(x;θ)= θ−1
θ x

loglog(θ),0

Answers

Answer 1

The distribution belongs to the family of exponential distributions.

Exponential distribution is a family of probability distributions that express the time between events in a Poisson process; it is a continuous analogue of the geometric discrete distribution.

The family of exponential distributions is a subset of continuous probability distributions. In this family, distributions are defined by their respective hazard functions, which have a constant hazard rate, which refers to the chance of an event occurring given that it has not yet occurred.

The distribution, f(x;σ) = σ²x/(e^-2σ²x²), belongs to the family of exponential distributions.

The probability density function of the exponential family of distributions is given by:

f(x) = C(θ)exp{(xθ−b(θ))/a(θ)}, where the parameters a(θ), b(θ), and C(θ) are the scale, location, and normalizing constant, respectively.

f(x;θ) = θ⁻¹θxloglog(θ) is of the form f(x) = C(θ)exp{(xθ−b(θ))/a(θ)).

Therefore, the distribution belongs to the family of exponential distributions.

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Related Questions

The function f(x)=3+3x+12x^−1has one local minimum and one local maximum.
This function has a local maximum at x= 15
with value=2
and a local minimum at x= -9
with value=-2

Answers

The required answer is "The function has a local maximum at x = 15 with value 2 and a local minimum at x = -9 with value -2."

Given the function f(x) = 3 + 3x + 12x⁻¹, which has one local minimum and one local maximum.

The function has a local maximum at x = 15 with value 2 and a local minimum at x = -9 with value -2.

Therefore, the required answer is "The function has a local maximum at x = 15 with value 2 and a local minimum at x = -9 with value -2."

Therefore, the local maximum and minimum of the given function f(x) = 3 + 3x + 12x⁻¹ are as follows:

Local Maximum: The value of f(x) is 2 and occurs at x = 15

Local Minimum: The value of f(x) is -2 and occurs at x = -9.

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Given are five observations for two variables, x and y . The estimated regression equation for these data is \hat{y}=0.8+2.6 x . a. Compute SSE, SST, and SSR using the following equati

Answers

The data consists of five observations for x and y, with an estimated regression equation of ŷ = 0.8 + 2.6x. To calculate SSE, SST, and SSR, we need to solve the SSE equation, SST equation, and SSR equation. SSE = 18.08, SST = 10, and SSR = 13.8

Given are five observations for two variables, x and y. The estimated regression equation for these data is ŷ = 0.8 + 2.6x. We are required to calculate SSE, SST, and SSR.SSE, SST, and SSR:SSE (Sum of Squared Error) = Σ(yi – ŷi)2SST (Sum of Squared Total) = Σ(yi – ȳ)2SSR (Sum of Squared Regression) = Σ(ŷi – ȳ)2a. Computation:SSE:yi = {1, 2, 3, 4, 5}ȳ = (1 + 2 + 3 + 4 + 5)/5 = 15/5 = 3

Substitute these values in SSE equation:

SSE = (1 – (0.8 + 2.6(1)))2 + (2 – (0.8 + 2.6(2)))2 + (3 – (0.8 + 2.6(3)))2 + (4 – (0.8 + 2.6(4)))2 + (5 – (0.8 + 2.6(5)))2

SSE = 1.64 + 2.76 + 0.16 + 4.36 + 9.16

= 18.08

SST:Substitute values in the SST equation:

SST = (1 – 3)2 + (2 – 3)2 + (3 – 3)2 + (4 – 3)2 + (5 – 3)2

SST = 4 + 1 + 0 + 1 + 4

= 10

SSR:Substitute values in the SSR equation:

SSR = (0.8 + 2.6(1) – 3)2 + (0.8 + 2.6(2) – 3)2 + (0.8 + 2.6(3) – 3)2 + (0.8 + 2.6(4) – 3)2 + (0.8 + 2.6(5) – 3)2

SSR = 2.76 + 1.16 + 0.16 + 1.96 + 6.76 = 13.8

Therefore,SSE = 18.08SST = 10SSR = 13.8

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What is the mean absolute deviation for a 3-day simple moving average forecast on the daily frozen pizza sales data?

Answers

The mean absolute deviation for the 3-day simple moving average forecast on the daily frozen pizza sales data is approximately 4.11 pizzas.

To calculate the mean absolute deviation (MAD) for a 3-day simple moving average forecast on the daily frozen pizza sales data, you need the actual sales data and the corresponding forecast values.

Assuming you have the actual sales data for each day, let's say:

Day 1: 100 pizzas sold

Day 2: 120 pizzas sold

Day 3: 110 pizzas sold

Day 4: 130 pizzas sold

Day 5: 115 pizzas sold

To calculate the forecast values for the 3-day simple moving average, you take the average of the sales data for each set of three consecutive days:

Forecast for Day 3 = (100 + 120 + 110) / 3 = 110 pizzas

Forecast for Day 4 = (120 + 110 + 130) / 3 = 120 pizzas

Forecast for Day 5 = (110 + 130 + 115) / 3 = 118.33 pizzas (rounded to 2 decimal places)

Next, calculate the absolute deviations by taking the absolute difference between the actual sales and the forecast values:

Absolute deviation for Day 3 = |110 - 110| = 0 pizzas

Absolute deviation for Day 4 = |130 - 120| = 10 pizzas

Absolute deviation for Day 5 = |115 - 118.33| = 3.33 pizzas

Now, calculate the average of the absolute deviations to find the mean absolute deviation:

MAD = (0 + 10 + 3.33) / 3 = 4.11 pizzas (rounded to 2 decimal places)

Therefore, the mean absolute deviation for the 3-day simple moving average forecast on the daily frozen pizza sales data is approximately 4.11 pizzas.

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The median of three numbers is 4. The mode is 3 and set of numbers is 9. Find the range​

Answers

The range of the numbers is 1

How to determine the range

We need to know first that the three measures of central tendencies are listed as;

MeanMedianMode

Now, we should know that;

Mean is the average of the set

Median is the middle number

Mode is the most occurring number

From the information given, we get;

3, 4, 3

Range is defined as the difference between the smallest and largest number.

then, we have;

4 - 3 = 1

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the Bored, Inc, has been producing and setang wakeboards for many ycars. They obseve that their monthy overhead is $53,500 and each wakeboard costs them $254 in materiats and labor to produce. They sell each wakeboard for $480. (a) Let x represent the number or wakeboards that are produced and sold. Find the function P(x) for Above the Bored's monthly profit, in dollars P(x)= (b) If Above the Bored produces and sells 173 wakeboards in a month, then for that month they will have a net proft of $ (c) In order to break even, Above the Bored needs to sell a mininum of wakeboards in a month.

Answers

a. The function for Above the Bored's monthly profit is P(x) = $226x.

b. Above the Bored will have a net profit of $39,098.

c. Above the Bored needs to sell a minimum of 1 wakeboard in a month to break even.

(a) To find the function P(x) for Above the Bored's monthly profit, we need to subtract the cost of producing x wakeboards from the revenue generated by selling x wakeboards.

Revenue = Selling price per wakeboard * Number of wakeboards sold

Revenue = $480 * x

Cost = Cost per wakeboard * Number of wakeboards produced

Cost = $254 * x

Profit = Revenue - Cost

P(x) = $480x - $254x

P(x) = $226x

Therefore, the function for Above the Bored's monthly profit is P(x) = $226x.

(b) If Above the Bored produces and sells 173 wakeboards in a month, we can substitute x = 173 into the profit function to find the net profit:

P(173) = $226 * 173

P(173) = $39,098

Therefore, for that month, Above the Bored will have a net profit of $39,098.

(c) To break even, Above the Bored needs to have a profit of $0. In other words, the revenue generated must equal the cost incurred.

Setting P(x) = 0, we can solve for x:

$226x = 0

x = 0

Since the number of wakeboards cannot be zero (as it is not possible to sell no wakeboards), the minimum number of wakeboards Above the Bored needs to sell in a month to break even is 1.

Therefore, Above the Bored needs to sell a minimum of 1 wakeboard in a month to break even.

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The perimeter of a shape will always be greater in value then the area of the shape

Answers

The statement is not always true; there are shapes where the area can be greater than the perimeter.

The statement that the perimeter of a shape will always be greater in value than the area of the shape is not universally true for all shapes. It depends on the specific shape in question.

In some cases, the perimeter of a shape can indeed be greater than its area. For example, consider a rectangle with sides of length 3 units and 5 units.

The perimeter of this rectangle is 2(3 + 5) = 16 units, while the area is 3 × 5 = 15 square units.

In this case, the perimeter is greater than the area.

However, there are also shapes where the area can be greater than the perimeter.

For instance, consider a circle with a radius of 1 unit.

The perimeter of this circle, which is the circumference, is 2π(1) = 2π units.

On the other hand, the area of the circle is [tex]\pi(1)^2 = \pi[/tex] square units. Since π is approximately 3.14, in this case, the area (π) is greater than the perimeter (2π).

Therefore, it is incorrect to make a general statement that the perimeter of a shape will always be greater than the area.

The relationship between the perimeter and area of a shape depends on the specific properties and dimensions of that shape.

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in # 3, -6, find the equation: 3. Thu (5,−1), slope −23. 4. Tren (2,3) and (−3,4) 5. Thru (3,−5) parallel of 3x+y=1 E. Thru (−2,5), slowe =0

Answers

The equation of the line with zero slope passing through (-2, 5) is y = 5.

1. To find the equation of a line that passes through a given point and has a given slope, we use the point-slope form of a linear equation, which is:

y - y1 = m(x - x1)

where (x1, y1) is the given point and m is the given slope.

Using this formula with the given information, we get:

y - (-1) = -2/3(x - 5)

Simplifying this equation, we get:

y = -2/3x + 7/3

Therefore, the equation of the line passing through (5, -1) with slope -2/3 is y = -2/3x + 7/3.

2. To find the equation of a line passing through two given points, we use the slope-intercept form of a linear equation, which is:

y = mx + b

where m is the slope and b is the y-intercept. To find the slope, we use the formula:

(y2 - y1)/(x2 - x1), where (x1, y1) and (x2, y2) are the given points.

Using this formula with the given points, we get:

(4 - 3)/(-3 - 2) = -1/5

Therefore, the slope is -1/5.

To find the y-intercept, we plug in one of the given points and the slope into the slope-intercept form and solve for b.

Using (2, 3), we get:

3 = (-1/5)(2) + b

Simplifying this equation, we get:

b = 13/5

Therefore, the equation of the line passing through (2, 3) and (-3, 4) is y = (-1/5)x + 13/5.

3. To find the equation of a line parallel to a given line and passing through a given point, we use the point-slope form of a linear equation, which is:

y - y1 = m(x - x1)

where (x1, y1) is the given point and m is the slope of the given line. Since a line parallel to a given line has the same slope, we use the slope of the given line.

Using the given line, 3x + y = 1, we rearrange it to get it in slope-intercept form:

y = -3x + 1

Therefore, the slope of the given line is -3.

To find the equation of a line parallel to this line passing through (3, -5), we use the point-slope form and plug in the given values. Using the slope of the given line, we get:

y - (-5) = -3(x - 3)

Simplifying this equation, we get:y = -3x + 4

Therefore, the equation of the line parallel to 3x + y = 1 passing through (3, -5) is y = -3x + 4.

4. To find the equation of a line with zero slope passing through a given point, we use the slope-intercept form of a linear equation, which is:

y = mx + b

where m is the slope and b is the y-intercept. Since the slope is zero, we have:

m = 0

Plugging in the given point, (-2, 5), we get:

y = 5

Therefore, the equation of the line with zero slope passing through (-2, 5) is y = 5.

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QUESTION 5 A recent school survey asked 1158 high school students whose academic expectations were higher, their parents or their teachers. 718 students reported that their teachers' expectations were

Answers

Approximately 62.02% of the high school students surveyed reported that their teachers' expectations were higher than their parents' expectations.

To find the percentage of students who reported that their teachers' expectations were higher, we can use the following formula:

Percentage = (Number of students who reported teachers' expectations were higher / Total number of students surveyed) x 100%

Plugging in the given values, we get:

Percentage = (718 / 1158) x 100%

Percentage = 62.02%

Therefore, approximately 62.02% of the high school students surveyed reported that their teachers' expectations were higher than their parents' expectations.

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Evaluate the integral. ∫4sin^36xcos^36xdx

Answers

Thus, the given integral [tex]∫4sin^36xcos^36xdx = (1/2)[-(1/4)sin^2x(cos^2x)^4 + (1/20)(cos^2x)^5] + C.[/tex]

The given integral is ∫4sin^36xcos^36xdx.What is the best approach to evaluate the given integral?The given integral can be evaluated by using the substitution method.

Let’s consider the substitution u = sin^2x.

Then, du/dx = 2sinxcosx.

Substituting u and du/dx into the given integral, we get:

[tex]∫4sin^36xcos^36xdx[/tex]

[tex]= 2∫sin^2x(1 - sin^2x)^3dx[/tex]

= 2∫u(1 - u)^3(1/2) du

= (1/2)∫u(1 - u)^3 du

By using the integration by parts method, we get:

[tex]∫u(1 - u)^3 du= - (1/4)u(1 - u)^4 + (1/20)(1 - u)^5 + C[/tex]

Substituting back u into the above equation, we get:

∫4sin^36xcos^36xdx

[tex]= (1/2)[- (1/4)sin^2x(cos^2x)^4 + (1/20)(cos^2x)^5] + C[/tex]

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5. (20 pts) Let \( H \) and \( K \) be subgroups of a group \( G \).. (a) Is it true that the intersection \( H \cap K \) of \( H \) and \( K \) is a subgroup of \( G \) ? If yes - prove it; if no - g

Answers

Yes, the intersection (H \cap K) of subgroups (H) and (K) of group (G) is a subgroup of (G).

To prove this, we need to show that:

The identity element of (G) is in (H \cap K).

If (x) and (y) are in (H \cap K), then their product (xy) is also in (H \cap K).

If (x) is in (H \cap K), then its inverse (x^{-1}) is also in (H \cap K).

First, note that since (H) and (K) are subgroups of (G), they each contain the identity element of (G). Therefore, the intersection (H \cap K) must also contain the identity element.

Next, suppose that (x) and (y) are in (H \cap K). Then, by definition, (x) and (y) are both in (H) and in (K). Since (H) and (K) are subgroups of (G), they are closed under the group operation of (G). Therefore, (xy) is in both (H) and (K), and thus is in their intersection (H \cap K).

Finally, suppose that (x) is in (H \cap K). Then, by definition, it is in both (H) and (K). Since (H) and (K) are subgroups of (G), they each contain the inverse of (x), denoted as (x^{-1}). Therefore, (x^{-1}) is in both (H) and (K), and thus is in their intersection (H \cap K).

Since (H \cap K) satisfies all three conditions of being a subgroup, it is indeed a subgroup of (G).

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Example 2: Assume the demand for widgets is linear. Suppose we know the demand is q = 100 widgets when the price is p= $3 per widget but the demand DECREASES by 20 widgets for EVERY $1 increase in price.
(a) Find an expression for the demand function. (Hint: This means write p = D(q) = mq + b.)

Answers

The expression for the demand function is D(q) = -20q + 700.

We are given that the demand for widgets is linear and that the demand decreases by 20 widgets for every $1 increase in price. We are also given that when the price is $3 per widget, the demand is 100 widgets.

To find the equation of the demand function, we can use the slope-intercept form of a linear equation, y = mx + b, where y represents the dependent variable (demand), x represents the independent variable (price), m represents the slope, and b represents the y-intercept.

From the given information, we know that the demand decreases by 20 widgets for every $1 increase in price, which means the slope of the demand function is -20. We also know that when the price is $3, the demand is 100 widgets.

Substituting these values into the slope-intercept form, we have:

100 = -20(3) + b

Simplifying the equation, we find:

100 = -60 + b

By solving for b, we get:

b = 160

Therefore, the demand function is D(q) = -20q + 700, where q represents the quantity (demand) of widgets.

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Solve the following differential equation with condition y(0) =-1/3 y' + y = y²

Answers

The solution to the given differential equation is y(t) = 0.

To explain further, let's solve the differential equation step by step. We have the equation y'(t) - 3y(t) = y(t)^2, with the initial condition y(0) = -1/3. This is a first-order ordinary differential equation (ODE).

First, let's rewrite the equation in a more convenient form by multiplying both sides by dt/y^2(t). We get y'(t)/y^2(t) - 3/y(t) = dt.

Next, we can integrate both sides of the equation with respect to t. The integral of y'(t)/y^2(t) is -1/y(t), and the integral of 3/y(t) is 3ln|y(t)|. On the right side, we have t + C, where C is the constant of integration. So, we have -1/y(t) + 3ln|y(t)| = t + C.

To simplify the equation further, let's introduce a new variable u(t) = -1/y(t). This substitution transforms the equation into u(t) + 3ln|u(t)| = t + C.

Now, let's solve this new equation for u(t). We can rewrite it as 3ln|u(t)| = -u(t) + t + C and further simplify it as ln|u(t)| = (-u(t) + t + C)/3.

Exponentiating both sides of the equation, we get |u(t)| = e^((-u(t) + t + C)/3). Since u(t) = -1/y(t), we have |u(t)| = e^((-(-1/y(t)) + t + C)/3).

Since the absolute value of u(t) is positive, we can drop the absolute value signs, yielding u(t) = e^((-(-1/y(t)) + t + C)/3).

Finally, solving for y(t), we have -1/y(t) = e^((-(-1/y(t)) + t + C)/3). Rearranging this equation, we get y(t) = 0.

Therefore, the solution to the given differential equation with the initial condition y(0) = -1/3 is y(t) = 0.

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the process through which the independent variable creates changes in a dependent variable is known as

Answers

The process through which the independent variable creates changes in a dependent variable is encapsulated by the functional relationship between them.

To explain this relationship mathematically, let's consider two variables, X and Y. X represents the independent variable, while Y represents the dependent variable. We can express the causal relationship between X and Y using an equation:

Y = f(X)

In this equation, "f" denotes the functional relationship between X and Y. It represents the underlying process or mechanism by which changes in X produce changes in Y. The specific form of "f" will depend on the nature of the variables and the research question at hand.

For example, let's say you're conducting an experiment to study the effect of studying time (X) on test scores (Y). You collect data on the amount of time students spend studying and their corresponding test scores. By analyzing the data, you can determine the relationship between X and Y.

In this case, the functional relationship "f" could be a linear equation:

Y = aX + b

Here, "a" represents the slope of the line, indicating the rate of change in Y with respect to X. It signifies how much the test scores increase or decrease for each additional unit of studying time. "b" is the y-intercept, representing the baseline or initial level of test scores when studying time is zero.

By examining the data and performing statistical analyses, you can estimate the values of "a" and "b" to understand the precise relationship between studying time and test scores. This equation allows you to predict the impact of changes in the independent variable (studying time) on the dependent variable (test scores).

It's important to note that the functional relationship "f" can take various forms depending on the nature of the variables and the research context. It may be linear, quadratic, exponential, logarithmic, or even more complex, depending on the specific phenomenon being studied.

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Complete Question:

The process through which the independent variable creates changes in a dependent variable is ___________ by the functional relationship between them.

Pls help me
Economics

Answers

Based on the output expenditure model, the components of this approach include the following: B. C + I + G = (X - M).

What is GDP?

In Financial accounting and Economics, GDP is an abbreviation for gross domestic product and it can be defined as a measure of the total market value of all finished goods and services that are produced and provided within a country over a specific period of time.

Under the output expenditure model, gross domestic product (GDP) can be calculated by using the following formula;

C + I + G = (X - M).

where:

C represents personal consumption expenditures.I represents investment.G represents government purchases of goods and services.X represents exports.M represents imports.

In conclusion, Gross Domestic Product (GDP) can be considered as a measure of the national output of a particular country.

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If f(x)=x^4+3,g(x)=x−4 and h(x)=√x then f(g(h(x)))=

Answers

The resultant function is: [tex]f(g(h(x))) = (x^{\frac{5}{2}}-3x^2-32x+81)[/tex]

The given functions are: [tex]f(x)=x^4+3$, $g(x)=x−4$, and $h(x)=√x$.[/tex]

To find [tex]f(g(h(x)))[/tex], we substitute [tex]h(x)[/tex] into [tex]g(x)[/tex], then substitute the result into [tex]f(x)[/tex].

Therefore, [tex]f(g(h(x))) = f(g(√x))= f(√x − 4).[/tex]

Now, let's substitute [tex]√x − 4[/tex] into [tex]f(x)[/tex], we get

[tex]$f(g(h(x)))=(√x − 4)^4 + 3$[/tex]

Simplifying this expression,  [tex]$f(g(h(x)))=(√x − 4)^4 + 3[/tex]

[tex]= (x - 8√x + 16√x^3 - 32x^2 + 64x^{\frac{5}{2}} - 48x^3 + 16x^2 - 32x + 81)$[/tex]

Therefore, [tex]f(g(h(x))) = $(x^{\frac{5}{2}}-3x^2-32x+81)$[/tex]

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In a survey of 274 professional athletes, it was found that 123 of them owned a convertible, 116 of them owned a giant screen TV, and 137 owned a sporting goods store. 27 owned a convertible and a store, 51 owned a TV and a store, and 65 owned a convertible and a TV. 13 owned all three items. You must create the Venn Diagram.
1. Create a Venn Diagram
How many athletes did not own any of the three items?
How many owned a convertible and a TV, but not a store?
How many athletes owned a convertible or a TV?
How many athletes owned exactly one type of item in the survey?
How many athletes owned at least one type of item in the survey?
How many owned a TV or a store, but not a convertible?

Answers

The Venn Diagram for the given information can be divided into three overlapping circles representing the three items: convertible, TV, and store.

Let's assign variables to the regions in the Venn Diagram:

- C represents the region for athletes owning a convertible.

- T represents the region for athletes owning a TV.

- S represents the region for athletes owning a store.

Based on the given information, we can determine the following:

- The number of athletes owning a convertible is 123.

- The number of athletes owning a TV is 116.

- The number of athletes owning a store is 137.

- The number of athletes owning a convertible and a store is 27.

- The number of athletes owning a TV and a store is 51.

- The number of athletes owning a convertible and a TV is 65.

- The number of athletes owning all three items is 13.

Using the above information, we can calculate the remaining values:

- The number of athletes who do not own any of the three items can be found by subtracting the sum of all the overlapping regions from the total number of athletes (274): 274 - (C + T + S - CT - CS - TS + CTS).

- The number of athletes who own a convertible and a TV, but not a store is given by the value of CT - CTS.

- The number of athletes who own a convertible or a TV is the sum of the regions C, T, and CT: C + T + CT.

- The number of athletes who own exactly one type of item can be calculated by adding the number of athletes in each individual region: C - CT - CS + CTS + T - CT - TS + CTS + S - CS - TS + CTS.

- The number of athletes who own at least one type of item is the sum of all the regions except the region outside the three circles: C + T + S - CTS.

- The number of athletes who own a TV or a store, but not a convertible is given by TS - CTS.

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Lionel has just gone grocery shapping The mean cost for each item in his beg was $2.99. He bought a toxal of 7 items, and the prices of 6 of those itens are listed below. 53.49,5248,53.88,52.11,53.40,52.85 Determine the grice of the 7hlitem in his bas.

Answers

The cost of the seventh item was found to be $53.00.

The question requires you to find the price of the seventh item in Lionel's bag given that the mean cost for each item in his bag was $2.99, and he bought a total of seven items.

To find the seventh item, you need to find the total cost of the items in the bag and subtract the sum of the cost of the six items Lionel bought from the total cost.

Then, divide the answer you get by one to get the price of the seventh item. Hence, you need to add up the prices of all the items in the bag.53.49 + 52.48 + 53.88 + 52.11 + 53.40 + 52.85 = 318.21.

This is the total cost of the items in Lionel's bag.Next, subtract the sum of the cost of the six items Lionel bought from the total cost to get the price of the seventh item.318.21 - (53.49 + 52.48 + 53.88 + 52.11 + 53.40 + 52.85) = 53.00.This is the cost of the seventh item.

Hence, the answer to the problem is $53.00.

The mean cost for each item in Lionel's bag was $2.99, and he bought a total of seven items.

To find the price of the seventh item, you need to add up the prices of all the items in the bag, subtract the sum of the cost of the six items Lionel bought from the total cost, and then divide the answer you get by one.53.49 + 52.48 + 53.88 + 52.11 + 53.40 + 52.85 = 318.21 (the total cost of the items in Lionel's bag)318.21 - (53.49 + 52.48 + 53.88 + 52.11 + 53.40 + 52.85) = 53.00 (the cost of the seventh item).

Therefore, the price of the seventh item is $53.00. This was found by adding up the prices of all the items in the bag, subtracting the sum of the cost of the six items Lionel bought from the total cost, and then dividing the answer you get by one.

In conclusion, Lionel bought a total of seven items whose prices are not given in the problem. To find the price of the seventh item, you need to add up the prices of all the items in the bag, subtract the sum of the cost of the six items Lionel bought from the total cost, and then divide the answer you get by one. The cost of the seventh item was found to be $53.00.

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Let's explore the intersection of statistics and mechatronics. Here we estimate the probability of rolling doubles with two dice ("doubles" is defined here as the event where both dice result in the same value on a particular roll). Using your Arduino, write a script that runs through a loop 10,000 times in which random numbers are generated representing each dice and a count is kept of how many times doubles appear. After completing the 10,000 dice rolls, print out the final percentage of rolls that are doubles to the Serial Monitor. Your script should run this process only one time when power is applied to the Arduino, i.e. your script should only provide a single percentage value when power is applied.

Answers

The program calculates the percentage of doubles and displays the result in the Serial Monitor when power is applied to the Arduino.

To write a script that runs through a loop 10,000 times to estimate the probability of rolling doubles with two dice using Arduino, one can follow the below steps:

Define variables and initialize the random seed.

The variables required are `dice1`, `dice2`, `count`, `total`, and `percentage`.The `randomSeed()` function is used to initialize the random number generator.

In the `setup()` function, the function `Serial.begin()` is used to initiate the Serial Monitor with a baud rate of 9600.```
int dice1, dice2, count = 0, total = 0;
float percentage = 0.0;
void setup() {
 Serial.begin(9600);
 randomSeed(analogRead(0));
}

The `for` loop runs for 10,000 times and generates random numbers between 1 and 6, representing each dice.```
for (int i = 1; i <= 10000; i++) {
 dice1 = random(1, 7);
 dice2 = random(1, 7);

If both dice have the same number, increment the count by 1.```
 if (dice1 == dice2) {
   count++;

Add 1 to the total irrespective of whether it's a double or not.```total++;
}

After the loop, calculate the percentage of doubles and print the result to the Serial Monitor.

percentage = (count / float(total)) * 100;
Serial.print("Percentage of doubles: ");
Serial.print(percentage);
Serial.println("%");

The final program would look like this:```int dice1, dice2, count = 0, total = 0;
float percentage = 0.0;
void setup() {
 Serial.begin(9600);
 randomSeed(analogRead(0));
}
void loop() {
 for (int i = 1; i <= 10000; i++) {
   dice1 = random(1, 7);
   dice2 = random(1, 7);
   if (dice1 == dice2) {
     count++;
   }
   total++;
 }
 percentage = (count / float(total)) * 100;
 Serial.print("Percentage of doubles: ");
 Serial.print(percentage);
 Serial.println("%");
 while (true) {}
}

The `while (true)` loop at the end is used to keep the program running and displaying the result in the Serial Monitor.

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Tara is on a 6-day road trip. She drives a total of 2,318 miles on the trip. On the first day, she drives 343 miles. She drives the same number of miles on each of the other 5 days. How many miles doe

Answers

Tara drives 1,975 miles in the remaining 5 days of her road trip.

To find out how many miles she drives each day, we can divide 1,975 by 5:

1,975 ÷ 5 = 395

Therefore, Tara drives 395 miles each day on the remaining 5 days of her road trip.

On the first day, she drives 343 miles, so the total number of miles she drives on her road trip is:

343 + (395 x 5) = 2,318

Therefore, the answer is that Tara drives 395 miles each day on the remaining 5 days of her road trip.

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27. If the product of some number and 5 is increased by 12 , the result is seven times the number. Find the number.

Answers

The left side of the equation equals the right side, confirming that the number 6 satisfies the given condition.

The number we were looking for is 6.

Let's solve the problem:

Let's assume the number as "x".

According to the problem, the product of the number and 5 is increased by 12, resulting in seven times the number.

Mathematically, we can represent this as:

5x + 12 = 7x

To find the value of x, we need to isolate it on one side of the equation.

Subtracting 5x from both sides, we get:

12 = 2x.

Now, divide both sides of the equation by 2:

12/2 = x

6 = x

Therefore, the number we are looking for is 6.

To verify our answer, let's substitute x = 6 back into the original equation:

5(6) + 12 = 30 + 12 = 42

7(6) = 42

The left side of the equation equals the right side, confirming that the number 6 satisfies the given condition.

Thus, our solution is correct.

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Using the Venn diagram show that If A,B and C are three events in a sample space, then the probability that atleast one of them occurring is given by (1) P(A∪B∪C)=P(A)+P(B)+P(C)−P(A∩B)−P(A∩C)−P(B∩C)+P(A∩B∩C)

Answers

The given probability states that if A, B, and C are three events in a sample space, the probability that at least one of them occurs is given by P(A∪B∪C) = P(A) + P(B) + P(C) − P(A∩B) − P(A∩C) − P(B∩C) + P(A∩B∩C).

We represent the given probability in a Venn diagram as shown below:where U is the universal set, A, B, and C are the three sets representing events, and the shaded region shows the area in which at least one of the events A, B, or C occur.Now, the above equation can be written as:

P(A∪B∪C) = P(A) + P(B) + P(C) − P(A and B) − P(A and C) − P(B and C) + P(A and B and C)

If A, B, and C are three events in a sample space, then the probability that at least one of them occurs is given by P(A∪B∪C) = P(A) + P(B) + P(C) − P(A∩B) − P(A∩C) − P(B∩C) + P(A∩B∩C).

The above formula for the probability that at least one of the events A, B, or C occur is a fundamental concept of probability that can be applied in many real-world problems such as calculating the probability of winning a lottery if you buy a certain number of tickets or calculating the probability of getting a disease if you live in a certain geographic area.The Venn diagram helps to visualize the probability that at least one of the events A, B, or C occur by dividing the sample space into different regions that represent each event. The shaded region shows the area in which at least one of the events A, B, or C occur. The probability of the shaded region is given by the above equation.

Thus, using the Venn diagram, we can visualize the probability that at least one of the events A, B, or C occur, and using the formula, we can calculate the probability of the shaded region. The probability that at least one of the events A, B, or C occur is a fundamental concept of probability that can be applied in many real-world problems.

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Find the derivative of y-(10x^2+ 1)^cosx Be sure to include parentheses around the arguments of any logarithmic or trigonometric functions in your answer.

Answers

The derivative of the function y - (10x^2 + 1)^cos(x) can be found using the chain rule and the power rule. The derivative is given by the expression: dy/dx = -2xcos(x)(10x^2 + 1)^(cos(x)-1) - (10x^2 + 1)^cos(x)ln(10x^2 + 1)sin(x).

To find the derivative of the given function y - (10x^2 + 1)^cos(x), we apply the chain rule and the power rule. The chain rule states that the derivative of a composite function is the derivative of the outer function multiplied by the derivative of the inner function. In this case, the outer function is y - (10x^2 + 1)^cos(x), and the inner function is (10x^2 + 1)^cos(x).

Using the power rule, we differentiate the inner function with respect to x, which gives us (10x^2 + 1)^(cos(x)-1) times the derivative of the exponent, which is -2x*cos(x).

Next, we differentiate the outer function, y - (10x^2 + 1)^cos(x), with respect to x. The derivative of y with respect to x is dy/dx, and the derivative of (10x^2 + 1)^cos(x) with respect to x is obtained using the chain rule, resulting in the expression -(10x^2 + 1)^cos(x)ln(10x^2 + 1)sin(x).

Putting it all together, the derivative of y - (10x^2 + 1)^cos(x) is given by dy/dx = -2xcos(x)(10x^2 + 1)^(cos(x)-1) - (10x^2 + 1)^cos(x)ln(10x^2 + 1)sin(x).

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QUES 5
5. Find the maximum value of sin ^{2} 0+cos ^{2} \phi\left(0^{\circ} 0^{\circ} ≤ 0, \phi ≤ 90^{\circ}\right) 6. Find the product of the roots of equation 4 x^{2}-4 x-3=0 7. Find th

Answers

5. The maximum value of sin^2(0) + cos^2(φ), where 0° ≤ φ ≤ 90°, is 1.

6. The product of the roots of the equation 4x^2 - 4x - 3 = 0 is -3/4.

5. The maximum value of sin^2(0) + cos^2(φ) is equal to 1. This is because the sum of the squares of sine and cosine functions is always equal to 1 for any angle φ.

6. To find the product of the roots of a quadratic equation of the form ax^2 + bx + c = 0, you can use Vieta's formulas. For the equation 4x^2 - 4x - 3 = 0, the product of the roots is given by c/a, where a = 4 and c = -3.

Product of roots = c/a = -3/4

Therefore, the product of the roots of the equation is -3/4.

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BA3 and BA4 are invited to a concert. The probability that BA3 can attend is p = 0.60 and the probability that BA4 can attend is q = 0.70. Assume that 100 students are in BA3 and 90 students are in BA4.

1) What distribution can describe students from each year attending the concert?

2) find the standard deviation for each year.

Answers

Standard deviation for BA3 ≈ 4.90, Standard deviation for BA4 ≈ 4.35.

For BA3:

Number of trials

(n) = 100

(as there are 100 students in BA3)

Probability of success

(p) = 0.60

(probability that a student from BA3 can attend)

Probability of failure

(1-p) = 1 - 0.60 = 0.40

(probability that a student from BA3 cannot attend)

To find the standard deviation for BA3, we use the formula:

Standard deviation = [tex]sqrt(n * p * (1-p))[/tex]

Standard deviation for BA3 = [tex]sqrt(100 * 0.60 * 0.40)[/tex]

= [tex]sqrt(24)[/tex]

≈ 4.90

For BA4:

Number of trials (n) = 90

(as there are 90 students in BA4)

Probability of success (p) = 0.70

(probability that a student from BA4 can attend)

Probability of failure (1-p) = 1 - 0.70 = 0.30

(probability that a student from BA4 cannot attend)

To find the standard deviation for BA4, we use the same formula: Standard deviation = [tex]sqrt(n * p * (1-p))[/tex]

Standard deviation for BA4 = [tex]sqrt(90 * 0.70 * 0.30)[/tex]

= [tex]sqrt(18.90)[/tex]

≈ 4.35

Therefore, the standard deviation for BA3 is approximately 4.90 and for BA4 is approximately 4.35. These values indicate the spread or variability in the number of students from each year who can attend the concert. A higher standard deviation implies a wider range of possible attendance numbers, while a lower standard deviation suggests a more concentrated distribution of attendance.

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Monika is considering going into business delivering the newspaper. She spends $1800 to purchase a top of the line electric bicycle to use when delivering the newspapers. Each newspaper costs Monika $0.30 and she decides to sell them for $1.25 each. The q denote the number of newspapers Monika is able to sell (we will assume she only buys as many as she can sell).
(a) Find an expression for the linear cost function in this example. Note: This means you should write C(q)= mq + b (where m is the marginal cost and b is the fixed cost)

Answers

The expression for the linear cost function in this example can be written as C(q) = 0.30q + 1800. Here, q represents the number of newspapers Monika is able to sell, 0.30 is the marginal cost per newspaper, and 1800 is the fixed cost representing the purchase of the electric bicycle.

The linear cost function represents the relationship between the cost and the quantity of newspapers sold. In this case, the cost consists of two components: the fixed cost (the initial investment of $1800 for the electric bicycle) and the variable cost (the cost per newspaper). The variable cost is calculated by multiplying the number of newspapers sold (q) by the cost per newspaper, which is $0.30 in this example.

To find the total cost, the fixed cost and the variable cost are added together. Therefore, the expression for the linear cost function is C(q) = 0.30q + 1800, where C(q) represents the total cost and q represents the number of newspapers sold.

This linear cost function allows Monika to determine her total cost based on the number of newspapers she plans to sell. It helps her analyze the profitability of her business and make informed decisions regarding pricing and sales strategies.

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State whether the following are True or False. If the statement is False, then change the underlined word to make the statement True. a) In a frequency distribution, the class width is the number of observations that fall into each class. b) A parameter is the calculated measure of some characteristic of a sample. c) The age of the residents of Fort Myers, FL is an example of nominal data. d) An example of a measure of center is the standard deviation. e) The average weight of all the fish in Lake Zumbro is an example of the population mean. f) The median is a measure of center that may not be unique.

Answers

The statements a,b,c,d are False while statements e and f are True. False; In a frequency distribution, the class width is the range of values that fall into each class.

a) False In a frequency distribution, the class width is the range of values that fall into each class. It is the width of the class intervals that the data is grouped into. For example, if the class intervals are 0-10, 11-20, 21-30, then the class width is 10 since each interval spans 10 units.

b) False A parameter is the calculated measure of some characteristic of a population (not a sample). A statistic is the calculated measure of some characteristic of a sample (not a population).

c) False The age of the residents of Fort Myers, FL is an example of interval data (not nominal data). Nominal data is data that cannot be put in any particular order like eye color or favorite fruit, etc.

d) False An example of a measure of center is the mean (not the standard deviation). Measures of center give you a measure of where the center of the data is. The mean, median, and mode are examples of measures of center.

e) TrueThe average weight of all the fish in Lake Zumbro is an example of the population mean. Population refers to all the individuals or objects that meet a certain criteria, such as all the fish in a lake or all the people in a city. A population mean is the sum of all the values divided by the number of values in the population.

f) True The median is a measure of center that may not be unique. Median is the middle value in a data set when the values are listed in order from least to greatest. The median is not affected by extreme values and can be useful for data sets with outliers.

Therefore, we can conclude that all of the given statements are false except (e) and (f) all other underlined words have been replaced to make the statement true.

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1. How many different ways can you invest € 30000 into 5 funds in increments of € 1000 ?

Answers

There are 23,751 different ways to invest €30,000 into 5 funds in increments of €1,000.

We can solve this problem by using the concept of combinations with repetition. Specifically, we want to choose 5 non-negative integers that sum to 30, where each integer is a multiple of 1,000.

Letting x1, x2, x3, x4, and x5 represent the number of thousands of euros invested in each of the 5 funds, we have the following constraints:

x1 + x2 + x3 + x4 + x5 = 30

0 ≤ x1, x2, x3, x4, x5 ≤ 30

To simplify the problem, we can subtract 1 from each variable and then count the number of ways to choose 5 non-negative integers that sum to 25:

y1 + y2 + y3 + y4 + y5 = 25

0 ≤ y1, y2, y3, y4, y5 ≤ 29

Using the formula for combinations with repetition, we have:

C(25 + 5 - 1, 5 - 1) = C(29, 4) = (29!)/(4!25!) = (29282726)/(4321) = 23751

Therefore, there are 23,751 different ways to invest €30,000 into 5 funds in increments of €1,000.

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mr. greenthumb wishes to mark out a rectangular flower bed, using a wall of his house as one side of the rectangle. the other three sides are to be marked by wire netting, of which he has only 64 ft available. what are the length l and width w of the rectangle that would give him the largest possible planting area? how do you make sure that your answer gives the largest, not the smallest area?

Answers

Using the properties of derivatives, the length and width of the rectangle that would give Mr. Greenthumb the largest possible planting area is 32ft and 16ft respectively.

To maximise a function:

1) find the first derivative of the function

2)put the derivative equal to 0 and solve

3)To check that is the maximum value, calculate the double derivative.

4) if double derivative is negative, value calculated is maximum.

Let the length of rectangle be l.

Let the width of rectangle be w.

The wire available is 64ft. It is used to make three sides of the rectangle. therefore, l + 2w = 64

Thus, l = 64 - 2w

The area of rectangle is equal to A = lw = w * (64 -2w) = [tex]64w - 2w^2[/tex]

to maximise A, find the derivative of A with respect to w.

[tex]\frac{dA}{dw} = 64 - 4w[/tex]

Putting the derivative equal to 0,

64 - 4w = 0

64 = 4w

w = 16ft

l = 64 - 2w = 32ft

To check if these are the maximum dimensions:

[tex]\frac{d^2A}{dw^2} = -4 < 0[/tex],

hence the values of length and width gives the maximum area.

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Suppose that the probability of getting an A in a particular course is 0.08, and assume that the all student grades are independent. Let select a sample 20 students. This is an example of

A) Binomial Distribution

B) Continuous Distribution

C) Rare Distribution

D) Poisson Distribution

Answers

Suppose that the probability of getting an A in a particular course is 0.08, and assume that the all student grades are independent. Let select a sample 20 students. This is an example of A) Binomial Distribution.

The binomial distribution is used to model the number of successes in a fixed number (n) of independent trials, where each trial has only two possible outcomes (success or failure), and the probability of success (p) is constant throughout all the trials.

In this case, we have a fixed number of independent trials (20 students), each with two possible outcomes (getting an A or not getting an A). The probability of success (getting an A) is 0.08 for each student and remains constant throughout the sample. Therefore, the number of students who get an A in the sample follows a binomial distribution with parameters n = 20 and p = 0.08.

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Determine if each of the following statements is a tautology, a contradiction or neither: - P∧((P→Q)∧¬Q) -? ,P↔(P∧(P∨Q)) -?, (P→Q)↔(P∧¬Q) -?, P→(P→(P→Q))?

Answers

The following statements are P∧((P→Q)∧¬Q) is neither ,P↔(P∧(P∨Q)) is a tautology,(P→Q)↔(P∧¬Q) is a contradicton,P→(P→(P→Q)) is neiither.

Let's begin solving these questions:

1) P∧((P→Q)∧¬Q)

This is neither a tautology nor a contradiction because there are instances where this statement is true and instances where this statement is false.

Therefore, the answer is neither.

2) P↔(P∧(P∨Q))This is a tautology because if P is true, then P∨Q is true, which means that P∧(P∨Q) is true. And if P is false, then P∧(P∨Q) is false. Therefore, P↔(P∧(P∨Q)) is always true.

3) (P→Q)↔(P∧¬Q)This is a contradiction. If we assume P is true and Q is false, then P→Q is false and P∧¬Q is false. And if we assume P is true and Q is true, then P→Q is true and P∧¬Q is false.

Therefore, (P→Q)↔(P∧¬Q) is always false.

4) P→(P→(P→Q))This is neither a tautology nor a contradiction because there are instances where this statement is true and instances where this statement is false.

Therefore, the answer is neither.

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Green Tech Company, which produces lawn mowers, purchases 22,065 units of a rotor blade part each year at a cost of $65 per unit. Green Tech requires a 20% annual rate of return on investment. In addition, the relevant carrying cost (for insurance, materials handling, breakage, and so on) is $6 per unit per year. The relevant ordering cost per purchase order is $155. Requirements 1. Calculate Green Tech's EOQ for the rotor blade part. 2. Calculate Green Tech's annual relevant ordering costs for the EOQ calculated in requirement 1. 3. Calculate Green Tech's annual relevant carrying costs for the EOQ calculated in requirement 1. 4. Assume that demand is uniform throughout the year and known with certainty so that there is no need for safety stocks. The purchase-order lead time is half a month. Calculate Green Tech's reorder point for the rotor blade part. Requirement 1. Calculate Green Tech's EOQ for the rotor blade part. Begin by selecting the formula used to calculate EOO. 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The fixed cost of $3.00 per unit is the allocation of the total fixed costs of the Cutting Department to each unit, whether good or defective. (The total fixed costs are the same whether the units produced in the Cutting Department are good or defective.) The good units from the Cutting Department are sent to the Sewing Department. Variable manufacturing costs in the Sewing Department are $3.00 per unit and fixed manufacturing costs are $55,000 per year. There is no scrap in the Sewing Department. Therefore, the company's total sales quantity equals the Cutting Department's good output. The company incurs no other variable costs. The company's designers have discovered a new type of direct material that would reduce scrap in the Cutting Department to 7,500 units. However, using the new material would increase the direct materials costs to $8.25 per unit in the Cutting Department for all 150,000 units. Recall that only 150,000 units can be started each year. 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In defining a member function whose declaration is in a class, you use the dot operator "." to specify that the member function being defined belongs to the class, asclass foo {public:// other members void output( );// other members}; void foo.output( ) {. /* whatever */}True or false?QUESTION 20You may choose zero, one or more than one answers to the following question:Given the class definition,class A {public:A(){}A(int x, char y):xx(x), yy(y) {} // other membersprivate:int xx; char yy;};which declaration(s) of class A's objects below is(are) legal (put it into a program to test your answers)? Question 1: Problem Solving Develop an algorithm for a local informal business in your community. The following should be submitted for this question: - Problem Definition: Define the problem - Hierarchy Chart: A diagram that provides a global view of the modules in your program and how they link together to function as a complete program. - Program Planning: Plan how to solve the problem by identifying the input and output, and setting out the processing logic in an algorithm - Input/Processing/Output (IPO) chart: This chart will assist in providing a better and more comprehensive planning. - An algorithm to solve the problem: Program sequential steps. - Output: Display an example output of the algorithm. Your algorithm should include the following: Name of the algorithm (Mandatory) An If or If-then-else or Nested If Statement (Mandatory) For loop or Nested for statements or Do loop (Do-while or Do-loop-until) (Mandatory) An array (Optional) A Function Procedure or a Subprocedure (Mandatory) Appendix Example Problem Definition: Lihle's Printing Caf provides internet services and printing in Mojapelo community. Lihle's Printing Caf needs a program that will calculate the total amount to be paid customers when using any of the services provided by the cafe. The following are different types of which of the following refers to the tendency for the presence of others to enhance one's motivation and performance? a.Social performanceb.Social facilitationc.Societal inspirationd.Public praisee.Community motivation A conditional statement is not logically equivalent to its converse or inverse. But it is logically equivalent to its contrapositive. Use the laws of propositional logic to prove this. The first step of the proof is given. Prove:p q q p At least one of the answers above is NOT correct. (1 point ) Find the quotient and remainder using synthetic division for (x^(3)-12x^(2)+34x-12)/(x-4) The quotient is The remainder is Note: You can ea Question 3 [10 Marks] How do metals differ from non-metals? Give your answer with reference to metallic character, their hydrides character, as well as ionisation energy. Explain why elemental nitroge Assume the avorago age of an MBA studont is 303 yoars old with a standald devation of 2.8 yoars. a) Determine the coetficiont of vanation. b) Calculate the z.Score for an MBA student who is 25 yoars old. c) Using the empirical rule, determine the range of ages that will include 68% of the students around me mean d) Using Chebyshev's. Theorem determine the range of ages that will include at least 94 - of the stursents arount the misn e) Using Chebyshev's Theorem determine the range of ages that wilf include at least 78% of the students around the mean Having an error of 10, a confidence level of 95% with adeviation of 40.Determine:a) Z-valueb) Sample size