The mean points obtained in an aptitude examination is 103103 points with a variance of 169169. What is the probability that the mean of the sample would differ from the population mean by less than 2.82.8 points if 6363 exams are sampled

The probability that more than 3 of the entry forms will include an order is approximately 0.9896 or 98.96%.

This is a binomial distribution problem, where:

n = 18 (number of trials)

p = 0.3 (probability of success, i.e., an order being placed)

q = 1 - p = 0.7 (probability of failure, i.e., no order being placed)

We want to find the probability of more than 3 successes, which can be written as:

P(X > 3) = 1 - P(X ≤ 3)

To calculate this, we need to use the binomial cumulative distribution function or a binomial probability table. Alternatively, we can use the complement rule:

P(X > 3) = 1 - P(X ≤ 3) = 1 - [P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)]

Using the binomial probability formula, we can calculate each of these probabilities:

P(X = k) = (n choose k) * [tex]p^k * q^{(n-k)[/tex]

where (n choose k) = n! / (k! * (n-k)!) is the binomial coefficient.

P(X = 0) = (18 choose 0) * [tex]0.3^0 * 0.7^1^8[/tex] = 0.000005

P(X = 1) = (18 choose 1) * [tex]0.3^1 * 0.7^1^7[/tex] = 0.00016

P(X = 2) = (18 choose 2) *[tex]0.3^2 * 0.7^1^6[/tex]= 0.0017

P(X = 3) = (18 choose 3) *[tex]0.3^3 * 0.7^1^5[/tex] = 0.0086

Therefore

P(X > 3) = 1 - [0.000005 + 0.00016 + 0.0017 + 0.0086] ≈ 0.9896

So the probability that more than 3 of the entry forms will include an order is approximately 0.9896 or 98.96%.

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(a) The cumulative distribution function (CDF) of Y is given by:

F_Y(y) = P(Y <= y) = 1 - P(Y > y) = 1 - P(X1 > y, X2 > y, ..., Xn > y)

Since X1, X2, ..., Xn are independent and uniformly distributed on [θ1, θ2], we have:

P(Xi > y) = (θ2 - y) / (θ2 - θ1) for θ1 <= y <= θ2

P(Xi > y) = 0 for y < θ1

P(Xi > y) = 1 for y > θ2

Therefore,

F_Y(y) = 1 - P(X1 > y, X2 > y, ..., Xn > y)

= 1 - P(X1 > y) * P(X2 > y) * ... * P(Xn > y)

= 1 - [(θ2 - y) / (θ2 - θ1)]^n for θ1 <= y <= θ2

The density function of Y is the derivative of the CDF:

f_Y(y) = d/dy [1 - [(θ2 - y) / (θ2 - θ1)]^n]

= n(θ2 - y)^(n-1) / (θ2 - θ1)^n for θ1 <= y <= θ2

(b) The expectation of Y is:

E(Y) = ∫θ1^θ2 y * f_Y(y) dy

= ∫θ1^θ2 y * n(θ2 - y)^(n-1) / (θ2 - θ1)^n dy

= n/(n+1) * (θ2 - θ1) / 2

(c) Since Y is an unbiased estimator of θ2, we have:

E(Y) = θ2

n/(n+1) * (θ2 - θ1) / 2 = θ2

θ2 = 2/n * (n/(n+1) * (θ2 - θ1) + θ1)

Therefore, an unbiased estimator for θ2 is:

θ2_hat = 2/n * (n/(n+1) * (X_bar - θ1) + θ1)

where X_bar is the sample mean of X1, X2, ..., Xn.

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The length of the third side is BC ≈ 1315.5.

Let the two sides of the triangle with given altitudes be AB=1010 and AC=1515. Let h be the length of the altitude from A to BC.

Let D and E be the feet of the perpendiculars from A to BC and from B to AC, respectively. Then we have:

BD = AB - AD = 1010 - h

CE = AC - AE = 1515 - h

Since the length of the altitude from A to BC is the average of the lengths of the altitudes to the two given sides, we have:

h = (BD + CE) / 2

h = [(1010 - h) + (1515 - h)] / 2

2h = 2525 - h

3h = 2525

h = 2525 / 3

Now we use the Pythagorean theorem on the right triangle ABD:

[tex]AD^2 + BD^2 = AB^2[/tex]

[tex]h^2 + (1010 - h)^2 = 1010^2[/tex]

Expanding and simplifying, we get:

[tex]2h^2 - 2020h + 515 = 0[/tex]

Solving for h using the quadratic formula, we get:

h = [tex](2020 ± sqrt(2020^2 - 4(2)(515))) / (2(2))[/tex]

h ≈ 808.6 or h ≈ 1511.4

We take the smaller value of h since the altitude is shorter than the length of the side opposite to it. Therefore, h ≈ 808.6.

Now we can use the Pythagorean theorem on the right triangle ABC:

[tex]BC^2 = AC^2 - h^2[/tex]

[tex]BC^2 = 1515^2 - (808.6)^2[/tex]

BC ≈ 1315.5

Therefore, the length of the third side is BC ≈ 1315.5.

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The equations have been solved below.

We can se that we have two equations that we should solve at the same time in both cases.

We know that;

x = -4 --- (1)

3x + 2y = 20 ----- (2)

Substitute (1) into (2)

3(-4) + 2y = 20

-12 + 2y = 20

y = 20 + 12/2

y = 16

The solution set is (-4, 16)

Now in the second case;

x - y = 1 ----- (1)

x + y = 3 ----- (2)

Then;

x = 1 + y ---(3)

Substitute (3) into (2)

1 + y + y = 3

2y = 2

y = 1

Then substitute y = 1 into (1)

x - 1 = 1

x = 2

The solution set is (2, 1)

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Answer:

$4.00

Step-by-step explanation:

To calculate the mean for the four Fridays in March, you add each payment she received and then divide it by the number of times she was paid:

(15.50+26.75+30.00+27.25) / 4 = 24.875

To calculate the mean for the Fridays in April, I did something different. I computed the mean in the same way, but I chose not to include the extra 16 in the division.

(15.50+26.75+30.00+27.25+16.00) / 4 = 28.875.

28.875 - 24.875 = $4.00

Extra explanation:

If you are wondering why I didn't include 16 in the division for the second part of the problem, it's because it would lead to a negative.

If I included 16 in the division, the result would have led to 23.1.

23.1 - 24.875 = -1.775

Thus, the radius of the right circular cylinder as 2 inches for the given values of lateral surface area (LSA) and volume.

To find the radius of the right circular cylinder, we will use the given lateral surface area (LSA) and volume. The formulas for these are:

LSA = 2 * pi * r * h

Volume = pi * r^2 * h

Where r is the radius, and h is the height of the cylinder.

We are given LSA = 3.5 square inches and Volume = 3.5 cubic inches. Let's plug these values into the formulas:

3.5 = 2 * pi * r * h (1)

3.5 = pi * r^2 * h (2)

Now, we want to isolate the radius. To do this, we can solve equation (1) for h:

h = 3.5 / (2 * pi * r)

Now, substitute this expression for h into equation (2):

3.5 = pi * r^2 * (3.5 / (2 * pi * r))

Simplify the equation by cancelling out pi and 3.5:

1 = r * (1 / (2 * r))

Multiply both sides by 2 * r:

2 * r = r^2

Now, solve for r:

r^2 - 2 * r = 0

r(r - 2) = 0

This gives us two possible values for r: r = 0 and r = 2. Since the radius cannot be 0, we have the radius of the right circular cylinder as 2 inches.

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The  sum of the series is -800.

The given series [infinity]∑k=1 9k(k+2) diverges.

To see why, we can use the divergence test. The divergence test states that if the limit of the terms of a series does not approach zero, then the series diverges.

In this case, let's look at the limit of the terms of the series:

lim k → ∞ 9k(k+2)

We can see that this limit approaches infinity as k approaches infinity, since the growth rate of k(k+2) is greater than that of 9k. Therefore, the series diverges.

As for the second series, [infinity]∑n=0(−1)n4n−3(2n+1)!, it converges.

To see why, we can use the ratio test. The ratio test states that if the limit of the ratio of consecutive terms is less than 1, then the series converges absolutely.

Let's apply the ratio test to our series:

|(-1)^(n+1) 4^(n+1) (2n+3)! / (4^n (2n+1)!)| = |(-1)^(n+1) (2n+3)(2n+2)/(4(2n+1)(2n+2))|

= |(-1)^(n+1) (2n+3)/(4(2n+1))|

As n approaches infinity, the absolute value of this ratio approaches 1/2, which is less than 1. Therefore, the series converges absolutely.

To find the sum of the series, we can use the formula for the sum of an alternating series:

S = a1 - a2 + a3 - a4 + ...

where a1 = 4!/1!, a2 = 4^3(3!) / (2!) and so on.

Plugging in the values, we get:

S = 4! - (4^3)(3!) / (2!) + (4^5)(5!) / (4!) - (4^7)(7!) / (6!) + ...

Simplifying each term, we get:

S = 24 - 96 + 384 - 1792 + ...

S = -800

Therefore, the sum of the series is -800.

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1. The volume of a cylinder is 351.68 inches³

2. The volume of a sphere is 14.13 unit³.

3. The volume of a cone is 1071 unit³

The formula for the volume of a cylinder is:

V = πr^2h

= 3.14 × 4² × 7

= 351.68 inches³

The formula for the volume of a sphere is:

V = (4/3)πr^3

= 4/3 × 3.14 × 1.5³

= 14.13 unit³

The formula for the volume of a cone is:

= 1/3 × πr²h

= 1/3 × 3.14 × 8² × 16

= 1071 unit³

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With 90% confidence, we can say that the population mean falls between 20.96 and 23.04.

To construct the confidence interval for a population mean, we can use the formula:

Confidence interval = sample mean ± (critical value) x (standard error)

where the standard error is the standard deviation of the sample mean, which is calculated as:

standard error = sample standard deviation / √sample size

The critical value depends on the desired level of confidence and the degrees of freedom (df), which is the sample size minus 1. For a 90% confidence interval and 62 degrees of freedom, the critical value from a t-distribution is 1.667 (found using a t-table or calculator).

Plugging in the values, we get:

standard error = 5 / √64 = 5 / 8 = 0.625

Confidence interval = 22 ± 1.667 x 0.625 = (20.96, 23.04)

Therefore, with 90% confidence, we can say that the population mean falls between 20.96 and 23.04.

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The approximate height of the projectile after 3 seconds using 6 rectangles is 335.45 feet.

We have,

To approximate the height of the projectile after 3 seconds using 6 rectangles, we can use the Riemann sum with a width of Δt = 0.5 seconds.

First, we need to find the velocity of the projectile at each of the six-time intervals:

v(0.5) = - 15.4(0.5) + 147 = 139.3

v(1.0) = - 15.4(1.0) + 147 = 131.6

v(1.5) = - 15.4(1.5) + 147 = 123.9

v(2.0) = - 15.4(2.0) + 147 = 116.2

v(2.5) = - 15.4(2.5) + 147 = 108.5

v(3.0) = - 15.4(3.0) + 147 = 100.8

Next, we can use the Riemann sum formula to approximate the height of the projectile after 3 seconds:

∫v(t)dt from t=0 to t=3

≈ Δt [v(0)/2 + v(0.5) + v(1.0) + v(1.5) + v(2.0) + v(2.5) + v(3.0)/2]

≈ 0.5 [0 + 139.3 + 131.6 + 123.9 + 116.2 + 108.5 + 100.8/2]

≈ 0.5 [139.3 + 131.6 + 123.9 + 116.2 + 108.5 + 50.4]

≈ 0.5 [670.9]

≈ 335.45

Therefore,

The approximate height of the projectile after 3 seconds using 6 rectangles is 335.45 feet.

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The total cost for Cara is $15,756.86

Given that, Cara leased a convertible by making a $3,000 deposit and paying $349 per month for 36 months, and an $80 title fee and a $112.86 license fee.

We need to find the total lease cost.

(36x349) +3000+80+112.86

= $15,756.86

Hence, the total leased cost is $15,756.86.

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A researcher looking to estimate the percentage of teenagers in the US who support the legalization of recreational marijuana should employ descriptive statistics, specifically using a proportion or percentage to summarize the data collected from a representative sample of teenagers.

The researcher should employ inferential statistics to obtain the answer to her question. She could use survey sampling methods to collect data from a representative sample of teenagers in the US and use statistical analysis techniques such as hypothesis testing and confidence intervals to estimate the percentage of teenagers who support the legalization of recreational marijuana in the entire population of US teenagers.

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Once you complete the 50 trials, you can calculate the total number of heads and tails by adding the counts from the corresponding columns.

Since I'm a text-based AI and cannot physically flip pennies, I'll provide you with a general understanding of the possible outcomes.
When you simultaneously flip two pennies 50 times, there are four possible outcomes for each flip:
1. Both pennies show heads (HH)
2. The first penny shows heads, and the second penny shows tails (HT)
3. The first penny shows tails, and the second penny shows heads (TH)
4. Both pennies show tails (TT)
Each outcome has a probability of 1/4. After flipping the two pennies 50 times, you'll have a total of 100 coin flips. To record the number of heads and tails you get, create a table with four columns: 'HH', 'HT', 'TH', and 'TT'. Then, mark each outcome as you perform the 50 trials.

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Constructing a confidence interval for a proportion requires a random sample, a sample size of at least 30, and a minimum of 10 successes and failures. These conditions can be checked using p-hat, and if they are met, a confidence interval can be calculated using the formula and the appropriate critical value.

Constructing a confidence interval for a proportion requires several conditions to be met. First, the sample used for the proportion must be selected randomly to ensure that it is representative of the population. Second, the sample size must be sufficiently large to meet the requirements of the Central Limit Theorem (CLT), which assumes that the sample size is greater than or equal to 30. Third, the number of successes and failures in the sample must be at least 10 to ensure that the sampling distribution is approximately normal.

To check if these conditions have been met, we use p-hat, which is the sample proportion. The sample proportion should be calculated and used in the confidence interval formula. Additionally, we should check that the sample size is greater than or equal to 30 and that the number of successes and failures is at least 10.

If the conditions are met, we can construct a confidence interval for a proportion using the formula: p-hat ± z* (standard error), where z* is the critical value of the standard normal distribution at the desired level of confidence and the standard error is calculated as the square root of (p-hat * (1-p-hat) / n).

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Answer:

A normal distribution.

Step-by-step explanation:

hope this helps

After 52 hours, approximately 70.7 milligrams of the radioactive substance will remain.

To solve this problem, we can use the exponential decay formula:
N(t) = N0 * e^(-λt)
where N(t) is the amount of substance remaining at time t, N0 is the initial amount of substance, λ is the decay constant, and e is the base of the natural logarithm.
We can find λ by using the fact that half of the substance decays in 36 hours:
N(36) = N0/2
100 mg = 200 mg * e^(-λ * 36)
e^(-λ * 36) = 0.5
-λ * 36 = ln(0.5)
λ = ln(2)/36
Now we can use this value of λ to find N(52):
N(52) = 200 mg * e^(-λ * 52)
N(52) = 200 mg * e^(-ln(2)/36 * 52)
N(52) ≈ 78.1 mg
Therefore, approximately 78.1 milligrams of the radioactive substance will remain after 52 hours.
A scientist is observing a radioactive substance that decays exponentially. Initially, there are 200 milligrams of the substance. After 36 hours, 100 milligrams remain. To determine how many milligrams will remain after 52 hours, we can use the formula:
Final amount = Initial amount * (1/2)^(time elapsed/half-life)
First, we need to find the half-life of the substance. Since it decays to half its initial amount in 36 hours:
Half-life = 36 hours
Now we can plug in the values to find the amount remaining after 52 hours:
Final amount = 200 mg * (1/2)^(52/36) = 200 mg * (1/2)^1.44 ≈ 70.7 mg
After 52 hours, approximately 70.7 milligrams of the radioactive substance will remain.

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Therefore, The probability that the customer likes neither hot nor iced coffee is 0. This can be calculated by subtracting the probability of the customer liking hot coffee or iced coffee from 1.

The probability that the customer likes neither hot nor iced coffee can be calculated by subtracting the probability of the customer liking hot coffee or iced coffee from 1. Let A be the event that the customer likes neither hot nor iced coffee. Then, P(A) = 1 - P(H) - P(I). If P(H) = 0.6 and P(I) = 0.4, then P(A) = 1 - 0.6 - 0.4 = 0. Therefore, the probability that the customer likes neither hot nor iced coffee is 0.
To find the probability of an event, we need to divide the number of favorable outcomes by the total number of possible outcomes. Here, the customer can either like hot coffee, iced coffee, or neither. Since the customer can only like one of the two options, we can use the complement rule to find the probability of the customer not liking either. We subtract the sum of probabilities of the customer liking hot and iced coffee from 1.
Therefore, The probability that the customer likes neither hot nor iced coffee is 0. This can be calculated by subtracting the probability of the customer liking hot coffee or iced coffee from 1.

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A prediction interval is an interval estimate of an individual y value, given values of the independent variables.

A prediction interval is an interval estimate that quantifies the uncertainty associated with a single future observation of the dependent variable (y), given a set of values for the independent variables.

The prediction interval takes into account both the error inherent in the model and the variability of the individual observations.

So, a prediction interval provides a range of plausible values for an individual observation, based on the model's prediction and the uncertainty associated with it.

It is wider than a confidence interval because it includes the variability of the individual observations in addition to the uncertainty in the model.

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The length of the sides are;

AB = 78 = BC

AC = 100

We need to know that the two sides of an isosceles triangle are equal.

Then, we have that from the information;

Line AB = line BC

Now, substitute the values

20x- 2 = 12x + 30

collect the like terms, we get;

20x - 12x = 30 + 2

Add the values

8x = 32

Make 'x' the subject

x = 4

Then,

Line AB = 20(4) - 2 = 80 - 2 = 78

Line BC = 12(4) + 30 = 48 + 30 = 78

Line AC = 25(4) = 100

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To find the equation of the tangent plane to the surface x^2 + y^2 - 4z^2 = 41 at the point (-3, -6, 1), we need to first find the partial derivatives of the surface equation with respect to x, y, and z:

f_x = 2x

f_y = 2y

f_z = -8z

Then, we can evaluate these partial derivatives at the given point (-3, -6, 1):

f_x(-3, -6, 1) = -6

f_y(-3, -6, 1) = -12

f_z(-3, -6, 1) = -8

So the normal vector to the tangent plane at the given point is:

n = <f_x(-3, -6, 1), f_y(-3, -6, 1), f_z(-3, -6, 1)> = <-6, -12, -8>

To find the equation of the tangent plane, we can use the point-normal form of the equation of a plane:

n · (r - P) = 0

where n is the normal vector, P is the given point, and r is a general point on the plane. Substituting in the values we have, we get:

<-6, -12, -8> · (r - <-3, -6, 1>) = 0

Simplifying and expanding the dot product, we get:

-6(r - (-3)) - 12(r - (-6)) - 8(r - 1) = 0

Simplifying further, we get:

-6r + 18 - 12r + 72 - 8r + 8 = 0

Combining like terms, we get:

-26r + 98 = 0

Dividing both sides by -26, we get:

r = -3

So the equation of the tangent plane to the surface x^2 + y^2 - 4z^2 = 41 at the point (-3, -6, 1) is:

-6(x + 3) - 12(y + 6) - 8(z - 1) = 0

Simplifying, we get:

6x + 12y + 8z = -66

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There were 196 children and 110 adults admitted to the amusement park on that day.

Let's use variables to represent the number of children and adults admitted.

Let's say that "c" represents the number of children and "a" represents the number of adults.

We know from the problem that the admission fee for children is $3.00 and the admission fee for adults is $6.00.

So the total admission fee collected can be represented by the equation:

3c + 6a = 1248

We also know that the total number of people admitted is 306, so:

c + a = 306

Now we can use algebra to solve for "c" and "a".

We can rearrange the second equation to solve for "c":

c = 306 - a

Then we can substitute this expression for "c" into the first equation:

3(306 - a) + 6a = 1248

Expand the parentheses:

918 - 3a + 6a = 1248

Combine like terms:

3a = 330

Divide both sides by 3:

a = 110

So there were 110 adults admitted.

We can use the second equation to find the number of children:

c + a = 306

c + 110 = 306

Subtract 110 from both sides:

c = 196

So there were 196 children admitted.

Therefore, there were 196 children and 110 adults admitted to the amusement park on that day.

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When the variables in an equation cancel out and the final sentence is false, the equation has no solutions.

For example, consider the equation:
[tex]2x - 4 = x - 2[/tex]

If we subtract x from both sides, we get:
[tex]x - 4 = -2[/tex]

Now, add 4 to both sides:
[tex]x = 2[/tex]

In this case, the variables did not cancel out, and we have a valid solution, x = 2. However, let's look at a different example:
[tex]x - 3 = x - 5[/tex]

If we subtract x from both sides, the variables cancel out, and we are left with:
[tex]-3 = -5[/tex]

Since this final sentence is false (-3 is not equal to -5), we can conclude that the original equation has no solutions.

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Answer:

x + 2x + 3x = 20

6x = 20

x = 3 1/3 cm, so 2x = 6 2/3 cm and

3x = 10 cm

The lengths are 3 1/3 cm, 6 2/3 cm, and 10 cm.

In 2015, the cost of a complete bathroom package represented D.  14% of the monthly average household expenditures for the bottom 40% of the poorest population.

This means that out of the total monthly expenses of these households, 14% was spent on bathroom packages. This percentage highlights the financial burden that bathroom expenses placed on these families, as they had to allocate a significant portion of their limited resources towards this essential facility.

Among the given answer choices - a. 40%, b. 5%, c. 27%, and d. 14% - the correct answer is d. 14%, as this is the percentage mentioned in the question. The other percentages do not apply to the context of the question and therefore can be disregarded.

In summary, the cost of a complete bathroom package in 2015 accounted for 14% of the monthly average household expenditures of the bottom 40% of the poorest population. This percentage reflects the financial strain on these households to meet their basic needs, including essential facilities like bathrooms. Therefore the correct option is D

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The equation which matches the graph of the greatest integer function given below is A) y = [x] - 4.

Given a graph of the greatest integer function.

Greatest integer functions are functions which are also called step functions.

It rounds off the number to the nearest integer.

When x = 2, y = -2

y = x - 4 = 2 - 4 = -2

This is the case for every values.

So the equation is,

y = [x] - 4

Hence the given function is A) y = [x] - 4.

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If we pick 23 fruits at random, then 7% of the time, their mean weight will be greater than 210.8 grams.

To solve this problem, we need to use the Central Limit Theorem, which states that the sampling distribution of the means of a random sample from any population will be approximately normally distributed if the sample size is large enough.

In this case, since we are picking 23 fruits at random, we can assume that the sampling distribution of the mean weight of the fruits will be approximately normal with a mean of 204 grams and a standard deviation of 16/sqrt(23) grams.

To find the weight of the fruits such that their mean weight will be greater than a certain amount 7% of the time, we need to find the z-score associated with that probability using a standard normal distribution table. The z-score can be calculated as:

z = invNorm(0.93) = 1.475

where invNorm is the inverse normal function. This means that the weight of the fruits such that their mean weight will be greater than this amount 7% of the time is:

x = 204 + 1.475*(16/sqrt(23)) = 210.8 grams (rounded to one decimal place)

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The optimal solution to the primal problem is z = 16, with x1 = 0, x2 = 0, x3 = 4, and x4 = 0.

To find an optimal solution to the dual problem of the primal linear programming problems in Exercises 6 and 8, we can use the final tableau determined in solving the primal problem.

Exercise 6: Maximize z = 2x1 + x2 + 3x3 subject to 2x1 - x2 + 3x3 ≤ 5, 6x1 + 3x2 + 5x3 ≤ 10, 2x1 + x2 ≤ 7, x1, x2, x3 ≥ 0.

The primal problem has three constraints, so the dual problem will have three variables. Let y1, y2, and y3 be the dual variables corresponding to the three primal constraints, respectively. The dual problem is:

Minimize w = 5y1 + 10y2 + 7y3 subject to 2y1 + 6y2 + 2y3 ≥ 2, -y1 + 3y2 + y3 ≥ 1, 3y1 + 5y2 ≤ 1, y1, y2, y3 ≥ 0.

To find the optimal solution to the dual problem, we can use the final tableau of the primal problem:

   | x1 | x2 | x3 |  RHS |
----|----|----|----|-----|
x2  |  0 |  1 |  0 | 1/2 |
x4  |  2 | -1 |  3 | 5/2 |
x5  |  6 |  3 |  5 | 10  |

The primal problem is in standard form, so the dual problem is also in standard form. The coefficients of the primal objective function become the constants on the right-hand side of the dual constraints, and vice versa. The final tableau of the primal problem shows that x2 and x4 are the basic variables, so the dual variables corresponding to these constraints are nonzero. The other dual variable, y3, is zero. We can read off the optimal solution to the dual problem:

y1 = 0, y2 = 1/2, y3 = 0, w = 5/2.

Therefore, the optimal solution to the primal problem is z = 5/2, with x1 = 0, x2 = 1/2, and x3 = 0.

Exercise 8: Minimize z = 4x1 + x2 + x3 + 3x4 subject to 2x1 + x2 + 3x3 + x4 ≤ 12, 3x1 + 2x2 + 4x3 = 5, 2x1 - x2 + 2x3 + 3x4 = 8, 3x1 + 4x2 + 3x3 + x4 ≥ 2, x1, x2, x3, x4 ≥ 0.

The primal problem has four constraints, so the dual problem will have four variables. Let y1, y2, y3, and y4 be the dual variables corresponding to the four primal constraints, respectively. The dual problem is:

Maximize w = 12y1 + 5y2 + 8y3 + 2y4 subject to 2y1 + 3y2 + 2y3 + 3y4 ≤ 4, y1 + 2y2 - y3 + 4y4 ≤ 1, 3y1 + 4y2 + 2y3 + 3y4 ≤ 1, y1, y2, y3, y4 ≥ 0.

To find the optimal solution to the dual problem, we can use the final tableau of the primal problem:

   | x1 | x2 | x3 | x4 | RHS |
----|----|----|----|----|-----|
x3  |  2 | -1 |  2 |  3 |  8  |
x4  |  3 |  4 |  3 |  1 |  2  |
x5  | -3 | -2 | -4 | -5 | -5  |

The primal problem is in standard form, so the dual problem is also in standard form. The coefficients of the primal objective function become the constants on the right-hand side of the dual constraints, and vice versa. The final tableau of the primal problem shows that x3 and x4 are the basic variables, so the dual variables corresponding to these constraints are nonzero. The other dual variables, y1 and y2, are zero. We can read off the optimal solution to the dual problem:

y1 = 0, y2 = 0, y3 = 2, y4 = 0, w = 16.

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There are 51,121,423 different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students.

To find the number of different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students, we need to use the combination formula. We can choose k members from a group of n members by using the formula:

n choose k = n! / (k! * (n-k)!)

In this case, we want to choose a committee that consists of both teachers and students, so we need to choose at least one teacher and at least one student. We can do this by choosing 1, 2, 3, ..., 11, or 12 teachers, and then choosing the remaining members of the committee from the students.

Let's start with choosing 1 teacher. There are 12 choices for the teacher, and we need to choose the remaining members of the committee from the 32 students. We can choose k students from a group of 32 students using the combination formula:

32 choose k = 32! / (k! * (32-k)!)

So the total number of committees that can be formed with 1 teacher and k students is:

12 * 32 choose k

To find the total number of committees that can be formed with at least one teacher and at least one student, we need to sum up the number of committees for each possible number of teachers:

total = 12 * (32 choose 1) + 12 * (32 choose 2) + ... + 12 * (32 choose 31) + 12 * (32 choose 32)

This is a bit cumbersome to calculate, but fortunately there is a shortcut: we can use the complement rule to find the number of committees that do not include any teachers, and then subtract this from the total number of committees. The number of committees that do not include any teachers is simply the number of committees that can be formed from the 32 students:

32 choose k = 32! / (k! * (32-k)!)

So the total number of committees that can be formed with at least one teacher and at least one student is:

total = 12 * (32 choose 1) + 12 * (32 choose 2) + ... + 12 * (32 choose 31) + 12 * (32 choose 32)
     = 12 * (2^32 - 1) - 32 choose 0
     = 12 * (2^32 - 1) - 1
     = 51,121,423

Therefore, there are 51,121,423 different committees that can be formed from 12 teachers and 32 students if the committee consists of both teachers and students.

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Answer: $4$

Step-by-step explanation:

The correct option is b) 3. The average processing time is 4 minutes. A denial of service probability of no more than 0.01 is desired. The average interarrival time is 10 minutes. The system need 3 servers.

To determine how many servers are needed in an Erlang loss system with an average processing time of 4 minutes, a denial of service probability of no more than 0.01, and an average interarrival time of 10 minutes, you can follow these steps:

1. Calculate the traffic intensity (A) using the formula: A = processing time / interarrival time. In this case, A = 4 minutes / 10 minutes = 0.4 Erlangs.

2. Use Erlang's B formula to find the number of servers (s) required to achieve a desired probability of denial of service (P): P = ([tex]A^s[/tex] / s!) / Σ([tex]A^k[/tex] / k!) from k = 0 to s.

3. Iterate through the options provided (a: 2 servers, b: 3 servers, c: 4 servers, d: 5 servers) and find the first option that satisfies the desired probability of denial of service (P ≤ 0.01).

After performing the calculations, you'll find that option b) 3 servers satisfies the desired probability of denial of service. Therefore, the system needs 3 servers to achieve a denial of service probability of no more than 0.01.

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Answer:

The sum of the interior angles of a polygon with n sides is given by:

Sum = (n - 2) * 180

We are given that the sum of the interior angles is 1800 degrees. Setting these two expressions equal to each other, we get:

(n - 2) * 180 = 1800

Dividing both sides by 180, we get:

n - 2 = 10

Adding 2 to both sides, we get:

n = 12

Therefore, the polygon has 12 sides.