Throughout this question, suppose \( X \Perp Y \). 1. Suppose you have g:supp(X)→R and h:supp(Y)→R. That is, g is a function of X and h is a function of Y. Show that E[g(X)h(Y)]=E[g(X)]×E[h(Y)] Hint: Remember that \( X \Perp Y \) ! Also, the hint from Question 5 in Section 1.1 applies here as well. Apollo and Olga are in a fight. Apollo says that E[X/Y]=E[X]/E[Y] whenever \( X \Perp Y \). Olga says that E[X/Y]=E[X]E[1/Y] whenever \( X \Perp Y \). Only one of them is right. 2. Who is right?

Answers

Answer 1

The required value of expectation is [tex]E[X/Y]=E[X]E[1/Y] whenever \( X \Perp Y \)[/tex]. Olga is right.

Suppose you have g:supp(X)→R and h:supp(Y)→R. That is, g is a function of X and h is a function of Y. Show that E[g(X)h(Y)]=E[g(X)]×E[h(Y)]Hint: Remember that[tex]\( X \Perp Y \) ![/tex]

To show that E[g(X)h(Y)] = E[g(X)] × E[h(Y)] ,

we start with the answer

[tex]r. \[\begin{aligned}& E[g(X)h(Y)]\\ =& \sum_{x,y} g(x)h(y)Pr(X=x,Y=y)\\ =& \sum_{x,y} g(x)h(y)Pr(X=x)Pr(Y=y) & \text{(Using \( X \Perp Y \))}\\ =& \sum_{x} g(x)Pr(X=x) \sum_{y} h(y)Pr(Y=y)\\ =& E[g(X)]E[h(Y)] \end{aligned}\][/tex]

Who is right?.

Given that

[tex]\( X \Perp Y \), Olga says that E[X/Y]=E[X]E[1/Y] . Therefore, \[\begin{aligned}E[X/Y]&= E[X]E[1/Y]\\&= E[X]\sum_y \frac{1}{y}Pr(Y=y)\\&= \sum_y E[X] \frac{1}{y}Pr(Y=y)\\&= \sum_y E[X\mid Y=y]Pr(Y=y)\\&= E[X]\end{aligned}\] .[/tex]

Therefore, Olga is right. Hence, [tex]E[X/Y]=E[X]E[1/Y] whenever \( X \Perp Y \)[/tex]and Olga is right. So, the answer to the question is Olga.

We learned about how to show that  E[g(X)h(Y)] = E[g(X)] × E[h(Y)]

given that[tex]\( X \Perp Y \)[/tex]. We also learned that E[X/Y]=E[X]E[1/Y]

whenever [tex]\( X \Perp Y \)[/tex] and Olga is right.

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Related Questions

A sum of scalar multiples of two vectors (such as au+bv, where a and b are scalars) is called a linear combination of the vectors. Let u=⟨2,2⟩ and v=⟨−2,2⟩. Express ⟨18,−2⟩ as a linear combination of u and v. ⟨18,−2⟩=

Answers

⟨18,−2⟩ can be expressed as follows as the linear combination of u and v :⟨18,−2⟩=5u−2v

Let u=⟨2,2⟩ and v=⟨−2,2⟩.

Express ⟨18,−2⟩ as a linear combination of u and v.

⟨18,−2⟩=5u-2v.

We are given the following vectors:

u=⟨2,2⟩, v=⟨−2,2⟩, and we need to express the vector ⟨18,−2⟩ as a linear combination of u and v.

Let's try to write ⟨18,−2⟩ as a linear combination of u and v, say αu+βv where α and β are scalars

.⟨18,−2⟩=αu+βv⟨18,−2⟩

=α⟨2,2⟩+β⟨−2,2⟩⟨18,−2⟩

=⟨2α−2β,2α+2β⟩

Since the above equality must hold for all α and β, we obtain the following system of equations:

2α−2β=18

2α+2β=−2

Solving for α and β, we get α=5, β=−2,

so ⟨18,−2⟩ can be expressed as follows:⟨18,−2⟩=5u−2v

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IF an arc with a measure of 59 degree has a length of 34 pi
inches, what is the circumference of the circle

Answers

The circumference of the circle is 206.66 inches.

Given that an arc with a measure of 59 degrees has a length of 34π inches. We have to find the circumference of the

circle. To find the circumference of a circle we will use the formula: Circumference of a circle = 2πr, Where r is the

radius of the circle. A circle has 360 degrees. If an arc has x degrees, then the length of that arc is given by: Length of

arc = (x/360) × 2πr, Given that an arc with a measure of 59 degrees has a length of 34π inches34π inches = (59/360) ×

2πr34π inches = (59/360) × (2 × 22/7) × r34π inches = 0.163 × 2 × 22/7 × r34π inches = 1.0314 × r r = 34π/1.0314r =

32.909 inches. Now, we can calculate the circumference of the circle by using the formula of circumference.

Circumference of a circle = 2πr= 2 × 22/7 × 32.909= 206.66 inches (approx). Therefore, the circumference of the circle

is 206.66 inches.

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Find f(a), f(a + h), and the difference quotientf(a + h) - f(a)/h
f(x) = 4x² + 9
f(a + h) - f(a)
, where h + 0.
f(a):
f(a + h)
f(a + h) - f(a)/h

Answers

Given function: f(x) = 4x² + 9 To find:f(a), f(a + h), and the difference quotient f(a + h) - f(a)/h

f(x) = 4x² + 9

f(a):Replacing x with a,f(a) = 4a² + 9

f(a + h):Replacing x with (a + h),f(a + h) = 4(a + h)² + 9 = 4(a² + 2ah + h²) + 9= 4a² + 8ah + 4h² + 9

Difference quotient:f(a + h) - f(a)/h= [4(a² + 2ah + h²) + 9] - [4a² + 9]/h

= [4a² + 8ah + 4h² + 9 - 4a² - 9]/h

= [8ah + 4h²]/h

= 4(2a + h)

Therefore, the values off(a) = 4a² + 9f(a + h)

= 4a² + 8ah + 4h² + 9

Difference quotient = f(a + h) - f(a)/h = 4(2a + h)

f(x) = 4x² + 9 is a function where x is a real number.

To find f(a), we can replace x with a in the function to get: f(a) = 4a² + 9. Similarly, to find f(a + h), we can replace x with (a + h) in the function to get: f(a + h) = 4(a + h)² + 9

= 4(a² + 2ah + h²) + 9

= 4a² + 8ah + 4h² + 9.

Finally, we can use the formula for the difference quotient to find f(a + h) - f(a)/h: [4(a² + 2ah + h²) + 9] - [4a² + 9]/h

= [4a² + 8ah + 4h² + 9 - 4a² - 9]/h

= [8ah + 4h²]/h = 4(2a + h).

Thus, we have found f(a), f(a + h), and the difference quotient f(a + h) - f(a)/h.

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A group of college students researched the cost of gas and electric energy used in a 2-bedroom house. Their data suggested the monthly utility bill of 71 randomly sellected 2-bedroom houses has an average of $113.75 with a standard deviation of $17.37. (t−table) a) Determine the 90% confidence interval of the true average monthly bill by all 2-bedroom houses. The interval is: ( (Round your answers to two decimal places) b) If this confidence interval would increase, what will happen to the confidence level? The confidence level will C) Determine the minimum sample size required to estimate the overall average monthly bill of all 2bedroom houses to within 0.3 years with 99% confidence. The minimum sample size is: houses (Round your answer to a whole integer)

Answers

a) The 90% confidence interval for the true average monthly bill is ($109.52, $117.98).

b) The confidence level will remain the same if the confidence interval increases.

c) The minimum sample size required is 191 houses.

a) To determine the 90% confidence interval of the true average monthly bill for all 2-bedroom houses, we use the t-distribution. With a sample mean of $113.75, a sample standard deviation of $17.37, and a sample size of 71, we calculate the standard error of the mean by dividing the sample standard deviation by the square root of the sample size. Then, we find the t-value for a 90% confidence level with 70 degrees of freedom. Multiplying the standard error by the t-value gives us the margin of error. Finally, we subtract and add the margin of error to the sample mean to obtain the lower and upper bounds of the confidence interval.

b) If the confidence interval were to increase, it means that the margin of error would be larger. This would result in a wider interval, indicating less precision in estimating the true average monthly bill. However, the confidence level would remain the same. The confidence level represents the level of certainty we have in capturing the true population parameter within the interval.

c) To determine the minimum sample size required to estimate the overall average monthly bill of all 2-bedroom houses to within 0.3 dollars with 99% confidence, we use the formula for sample size calculation. Given the desired margin of error (0.3 dollars), confidence level (99%), and an estimate of the standard deviation, we can plug these values into the formula and solve for the minimum sample size. The sample size calculation formula ensures that we have a sufficiently large sample to achieve the desired level of precision and confidence in our estimation.

Therefore, confidence intervals provide a range within which the true population parameter is likely to fall. Increasing the confidence interval widens the range and decreases precision. The minimum sample size calculation helps determine the number of observations needed to achieve a desired level of precision and confidence in estimating the population parameter.

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If you take the opposite of the product of 8 and -2, will the answer be less than -5, between -5 and 5 and 10, or greater than 10?

Answers

Answer: Greater than 10.

Greater than 10

8x-2=-16 the inverse (opposite) of -16 is 16. 16 is greater than 10.

Enlarge the triangle by scale factor -2 with centre of enlargement (6, 7).

Answers

When enlarging the triangle, given the scale factor of - 2, the new vertices become A'(4, 5), B'(2, 5), C'(4, 1).

How to enlarge the triangle ?

Work out the vector from the center of enlargement to each point (subtract the coordinates of the center of enlargement from the coordinates of each point).

For A (7, 8), vector to center of enlargement (6, 7) is:

= 7-6, 8-7 = (1, 1)

For B (8, 8), vector to center of enlargement (6, 7) is:

= 8-6, 8-7 = (2, 1)

For C (7, 10), vector to center of enlargement (6, 7) is:

= 7-6, 10-7 = (1, 3)

Multiply each of these vectors by the scale factor -2, and add these new vectors back to the center of enlargement to get the new points:

For A, new point is:

=  6-2, 7-2 = (4, 5)

For B, new point is:

= 6-4, 7-2

= (2, 5)

For C, new point is:

= 6-2, 7-6

= (4, 1)

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A manufacturing process produces bags of cookiess. The distribution of content weights of these bags is Normal with mean 15.0oz and standard deviation 1.0oz. We will randomly select n bags of cookies and weigh the contents of each bag selected. How many bags should be selected so that the standard deviation of the sample mean is 0.12 ounces? Answer in whole number.

Answers

We should select 70 bags of cookies.

The standard deviation of the sample mean is given by:

standard deviation of sample mean = standard deviation of population / sqrt(sample size)

We know that the standard deviation of the population is 1.0 oz, and we want the standard deviation of the sample mean to be 0.12 oz. So we can rearrange the formula to solve for the sample size:

sample size = (standard deviation of population / standard deviation of sample mean)^2

Plugging in the values, we get:

sample size = (1.0 / 0.12)^2 = 69.44

Since we can't select a fraction of a bag, we round up to the nearest whole number to get the final answer. Therefore, we should select 70 bags of cookies.

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Unit test h(t)=(t+3)^(2)+5 Over which interval does h have a negative average rate of change? Choose 1 answer:

Answers

Therefore, the function h(t) has a negative average rate of change over the interval t < -3.

To determine over which interval the function [tex]h(t) = (t + 3)^2 + 5[/tex] has a negative average rate of change, we need to find the intervals where the function is decreasing.

Taking the derivative of h(t) with respect to t will give us the instantaneous rate of change, and if the derivative is negative, it indicates a decreasing function.

Let's calculate the derivative of h(t) using the power rule:

h'(t) = 2(t + 3)

To find the intervals where h'(t) is negative, we set it less than zero and solve for t:

2(t + 3) < 0

Simplifying the inequality:

t + 3 < 0

Subtracting 3 from both sides:

t < -3

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Jody has already hiked 4 kilometers. The trail is 12 kilometers long. If she hiked 2. 5 kilometers per hour. What function will help jody figure out how many more hours, h, she needs to hike

Answers

Answer:

3.2h

Step-by-step explanation:

Jody has already hiked 4 kilometers, and the trail is 12 kilometers long. If she hikes at a speed of 2.5 kilometers per hour, we can calculate the remaining time needed to complete the trail.

Remaining distance = Total distance - Distance already covered

Remaining distance = 12 km - 4 km

Remaining distance = 8 km

Time = Distance ÷ Speed

Time = 8 km ÷ 2.5 km/h

Time = 3.2 hours

Therefore, Jody needs approximately 3.2 more hours to complete the hike.

Approximately 60% of an adult man's body is water. A male that weighs 175lb has approximately how many pounds of water? A man weighing 175lb has approximately lb of water.

Answers

A man weighing 175 lb has approximately 105 lb of water.

To calculate the approximate pounds of water in a man weighing 175 lb, we can use the given information that approximately 60% of an adult man's body weight is water.

First, we need to find the weight of water by multiplying the body weight by the percentage of water:

Water weight = 60% of body weight

The body weight is given as 175 lb, so we can substitute this value into the equation:

Water weight = 0.60 * 175 lb

Multiplying 0.60 (which is equivalent to 60%) by 175 lb, we get:

Water weight ≈ 105 lb

Therefore, a man weighing 175 lb has approximately 105 lb of water.

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Find the equation of a line passing through (−2,2) and (1,1).

Answers

Sorry for bad handwriting

if i was helpful Brainliests my answer ^_^

Consider a problem with a single real-valued feature x. For any a ​
(x)=I(x>a),c 2

(x)=I(x< b), and c 3

(x)=I(x<+[infinity]), where the indicator function I(⋅) takes value +1 if its argument is true, and −1 otherwise. What is the set of real numbers classified as positive by f(x)=I(0.1c 3

(x)−c 1

(x)− c 2

(x)>0) ? If f(x) a threshold classifier? Justify your answer

Answers

The set of real numbers classified as positive by f(x) = I(0.1c3(x) - c1(x) - c2(x) > 0) is (-∞, +∞). f(x) is not a threshold classifier as it doesn't compare x directly to a fixed threshold.



To determine the set of real numbers classified as positive by the function f(x) = I(0.1c3(x) - c1(x) - c2(x) > 0), we need to evaluate the conditions for positivity based on the given indicator functions.

Let's break it down step by step:

1. c1(x) = I(x > a):

  This indicator function is +1 when x is greater than the threshold value 'a' and -1 otherwise.

2. c2(x) = I(x < b):

  This indicator function is +1 when x is less than the threshold value 'b' and -1 otherwise.

3. c3(x) = I(x < +∞):

  This indicator function is +1 for all values of x since it always evaluates to true.

Now, let's substitute these indicator functions into f(x):

f(x) = I(0.1c3(x) - c1(x) - c2(x) > 0)

     = I(0.1(1) - c1(x) - c2(x) > 0)  (since c3(x) = 1 for all x)

     = I(0.1 - c1(x) - c2(x) > 0)

To classify a number as positive, the expression 0.1 - c1(x) - c2(x) needs to be greater than zero. Let's consider different cases:

Case 1: 0.1 - c1(x) - c2(x) > 0

    => 0.1 - (1) - (-1) > 0  (since c1(x) = 1 and c2(x) = -1 for all x)

    => 0.1 - 1 + 1 > 0

    => 0.1 > 0

In this case, 0.1 is indeed greater than zero, so any real number x satisfies this condition and is classified as positive by the function f(x).Therefore, the set of real numbers classified as positive by f(x) is the entire real number line (-∞, +∞).As for whether f(x) is a threshold classifier, the answer is no. A threshold classifier typically involves comparing a feature value directly to a fixed threshold. In this case, the function f(x) does not have a fixed threshold. Instead, it combines the indicator functions and checks if the expression 0.1 - c1(x) - c2(x) is greater than zero. This makes it more flexible than a standard threshold classifier.

Therefore, The set of real numbers classified as positive by f(x) = I(0.1c3(x) - c1(x) - c2(x) > 0) is (-∞, +∞). f(x) is not a threshold classifier as it doesn't compare x directly to a fixed threshold.

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Find BigΘ runtime class of this runtime function T(n)=3nlgn+lgn. Then prove the Big Theta by finding the upper and lower bound, and if needed, the n values for which it applies. For full credit, your BigΘ function should be as simple as possible.

Answers

The Big Theta runtime class of the function T(n) = 3nlog(n) + log(n) is Θ(nlog(n)).

To find the Big Theta (Θ) runtime class of the function T(n) = 3nlog(n) + log(n), we need to find both the upper and lower bounds and determine the n values for which they apply.

Upper Bound:

We can start by finding an upper bound function g(n) such that T(n) is asymptotically bounded above by g(n). In this case, we can choose g(n) = nlog(n). To prove that T(n) = O(nlog(n)), we need to show that there exist positive constants c and n0 such that for all n ≥ n0, T(n) ≤ c * g(n).

Using T(n) = 3nlog(n) + log(n) and g(n) = nlog(n), we have:

T(n) = 3nlog(n) + log(n) ≤ 3nlog(n) + log(n) (since log(n) ≤ nlog(n) for n ≥ 1)

= 4nlog(n)

Now, we can choose c = 4 and n0 = 1. For all n ≥ 1, we have T(n) ≤ 4nlog(n), which satisfies the definition of big O notation.

Lower Bound:

To find a lower bound function h(n) such that T(n) is asymptotically bounded below by h(n), we can choose h(n) = nlog(n). To prove that T(n) = Ω(nlog(n)), we need to show that there exist positive constants c and n0 such that for all n ≥ n0, T(n) ≥ c * h(n).

Using T(n) = 3nlog(n) + log(n) and h(n) = nlog(n), we have:

T(n) = 3nlog(n) + log(n) ≥ 3nlog(n) (since log(n) ≥ 0 for n ≥ 1)

= 3nlog(n)

Now, we can choose c = 3 and n0 = 1. For all n ≥ 1, we have T(n) ≥ 3nlog(n), which satisfies the definition of big Omega notation.

Combining the upper and lower bounds, we have T(n) = Θ(nlog(n)), as T(n) is both O(nlog(n)) and Ω(nlog(n)). The n values for which these bounds apply are n ≥ 1.

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Which of these sentences are propositions (statements)? What are the truth values of those that are propositions (statements)? There are 7 prime numbers that are less than or equal to There are 7 prime numbers that are less than or equal to 20. The moon is made of cheese. Seattle is the capital of Washington state. 1 is a prime number. All prime numbers are odd.

Answers

The following sentences are propositions (statements):

1. There are 7 prime numbers that are less than or equal to 20.

2. The moon is made of cheese.

3. Seattle is the capital of Washington state.

4. 1 is a prime number.

5. All prime numbers are odd.

The truth values of these propositions are:

1. True. (There are indeed 7 prime numbers less than or equal to 20: 2, 3, 5, 7, 11, 13, 17.)

2. False. (The moon is not made of cheese; it is made of rock and other materials.)

3. False. (Olympia is the capital of Washington state, not Seattle.)

4. True. (The number 1 is not considered a prime number since it has only one positive divisor, which is itself.)

5. True. (All prime numbers except 2 are odd. This is a well-known mathematical property.)

The propositions (statements) listed above have the following truth values:

1. True

2. False

3. False

4. True

5. True

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in a certain community, 35% of the famisos own a dog. and 20% of the familes that own a dog also own a cet it is also knowh that 30 s. of all the famisios own a cat What is the probability that a randomin sotected famly owns both a dog and a cat? What is the conditional probability that a randomy selected family doesnt own a dog oven that it owns a cat?

Answers

the conditional probability that a randomly selected family doesn't own a dog given that it owns a cat is 0.24 or 24%.

To calculate the probability that a randomly selected family owns both a dog and a cat, we can use the information given about the percentages.

Let's denote:

D = event that a family owns a dog

C = event that a family owns a cat

We are given:

P(D) = 0.35 (35% of families own a dog)

P(D | C) = 0.20 (20% of families that own a dog also own a cat)

P(C) = 0.30 (30% of families own a cat)

We are asked to find P(D and C), which represents the probability that a family owns both a dog and a cat.

Using the formula for conditional probability:

P(D and C) = P(D | C) * P(C)

Plugging in the values:

P(D and C) = 0.20 * 0.30

P(D and C) = 0.06

Therefore, the probability that a randomly selected family owns both a dog and a cat is 0.06 or 6%.

Now, let's calculate the conditional probability that a randomly selected family doesn't own a dog given that it owns a cat.

Using the formula for conditional probability:

P(~D | C) = P(~D and C) / P(C)

Since P(D and C) is already calculated as 0.06 and P(C) is given as 0.30, we can subtract P(D and C) from P(C) to find P(~D and C):

P(~D and C) = P(C) - P(D and C)

P(~D and C) = 0.30 - 0.06

P(~D and C) = 0.24

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Write a cubic function for the graph shown here:
Explain and show work.

Answers

The cubic equation graphed is

f(x) = (x + 4) (x + 2) (x + 2)

How to find the cubic equation

We find the cubic equation by taking note of the roots. The roots are the x-intercepts and investigation of the graph shows that the roots are

(x + 4), (x + 2), and (x + 2)

We can solve for the equation as follows

f(x) = a(x + 4) (x + 2) (x + 2)

Using point (0, 16)

16 = a(0 + 4) (0 + 2) (0 + 2)

16 = a * 4 * 2 * 2

16 = 16a

a = 1

Therefore, the equation is f(x) = (x + 4) (x + 2) (x + 2)

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A flight leaves New York City traveling at 520 miles per hour. After 3 hours in the air, how far will that plane have traveled? (A) 1,040 miles (B) 1,560 miles (C) 1,875 miles (D) 2,056 miles

Answers

The plane will have traveled to a distance of 1,560 miles after 3 hours in the air at 520 miles per hour.

The given flight leaves New York City traveling at a speed of 520 miles per hour. The question is asking how far the plane will travel after 3 hours in the air.

Therefore, we can find the distance using the formula:

Distance = speed x time

Given that the speed of the flight = 520 miles per hour and the time for which it flies is 3 hours

Distance = Speed × Time= 520 × 3= 1560 miles

Hence, the distance that the plane will have traveled in 3 hours is 1,560 miles.

Option (B) 1,560 miles is the correct answer.

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Elizabeth has some stickers. She divides her stickers equally among herself and two friends.

Each

person gets 4 stickers. Which equation represents the total number, s, of stickers?


a

ſ = 4

O

S - 3 = 4

o

35=4

Os+3 = 4

Answers

The equation that represents the total number, s, of stickers is:

s = 3 x 4=12

The given information states that there are three people, including Elizabeth, who divided the stickers equally among themselves. Therefore, each person would receive 4 stickers.

To find the total number of stickers, we need to multiply the number of people by the number of stickers each person received. So, we have:

Total number of stickers = Number of people x Stickers per person

Plugging in the values we have, we get:

s = 3 x 4

Evaluating this expression, we perform the multiplication operation first, which gives us:

s = 12

So, the equation s = 3 x 4 represents the total number of stickers, which is equal to 12.

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2. (P, 30%) Airlines often overbook flights nowadays. Suppose an airline has empirical data suggesting that 5% of passengers who make reservations on a certain flight would fail to show up. A flight holds 50 passengers, and the airline sells 52 tickets for each trip. Assuming independence for each passenger showing up.
a) What is the probability that all the passenger who show up will have a seat?
b) What is the mean and standard deviation of the number of the passengers will show up for each trip?

Answers

a.  The probability that all the passengers who show up will have a seat is: P(X ≤ 50) = Σ(C(52, k) * 0.95^k * 0.05^(52-k)) for k = 0 to 50

b. The standard deviation of the number of passengers who show up is: σ = √(52 * 0.95 * 0.05)

a) To find the probability that all the passengers who show up will have a seat, we need to calculate the probability that the number of passengers who show up is less than or equal to the capacity of the flight, which is 50.

Since each passenger's decision to show up or not is independent and follows a binomial distribution, we can use the binomial probability formula:

P(X ≤ k) = Σ(C(n, k) * p^k * q^(n-k)), where n is the number of trials, k is the number of successes, p is the probability of success, and q is the probability of failure.

In this case, n = 52 (number of tickets sold), k = 50 (capacity of the flight), p = 0.95 (probability of a passenger showing up), and q = 1 - p = 0.05 (probability of a passenger not showing up).

Using this formula, the probability that all the passengers who show up will have a seat is:

P(X ≤ 50) = Σ(C(52, k) * 0.95^k * 0.05^(52-k)) for k = 0 to 50

Calculating this sum will give us the probability.

b) The mean and standard deviation of the number of passengers who show up can be calculated using the properties of the binomial distribution.

The mean (μ) of a binomial distribution is given by:

μ = n * p

In this case, n = 52 (number of tickets sold) and p = 0.95 (probability of a passenger showing up).

So, the mean number of passengers who show up is:

μ = 52 * 0.95

The standard deviation (σ) of a binomial distribution is given by:

σ = √(n * p * q)

In this case, n = 52 (number of tickets sold), p = 0.95 (probability of a passenger showing up), and q = 1 - p = 0.05 (probability of a passenger not showing up).

So, the standard deviation of the number of passengers who show up is: σ = √(52 * 0.95 * 0.05)

Calculating these values will give us the mean and standard deviation.

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1) quality soap in water has a ph of 8.5-9.5. what might make the ph significantly higher or lower? would you use the soap you made? explain. 2) we added various salts to our soap solution. what is the significance of these results in our homes, say, in the bathtub or shower? 3) what is the significance of the results with added acid and base? 4) what are the possible impurities in the soap, and how would that impact the use of your soap for washing your body?. discuss about %yield if low how to improve if too excess then how explain.

Answers

1, p H of soap can be significantly higher or lower due to alkaline or acidic substances. Maintaining desired p H range is important. 2, Adding salts can lead to hardness in water, affecting soap's lathering and cleaning effectiveness. 3, Acids and bases can alter soap's p H, impacting its cleaning properties and skin compatibility. 4, Impurities in soap can cause skin irritation. Low % yield indicates process inefficiencies, while excess yield leads to wastage.

1, The p H of quality soap can be significantly higher or lower due to several factors. Higher p H may result from the presence of alkaline substances or excess lye in the soap formulation. Lower p H may be caused by acidic additives or impurities in the soap ingredients. It is important to maintain the p H within the desired range of 8.5-9.5 for optimal performance and skin compatibility.

2, Adding salts to soap solutions can affect their properties in a home setting. Some salts can cause hardness in water, leading to reduced lathering and cleaning effectiveness of the soap. In the bathtub or shower, this can result in soap scu m, difficulty rinsing, and decreased foam formation. It may be necessary to use water softeners or choose soap formulations specifically designed for hard water conditions.

3, The addition of acids and bases to soap solutions can alter their p H and affect their performance. Acidic substances can lower the p H, potentially making the soap more effective in removing certain types of dirt or stains. Bases can raise the p H, which may enhance the soap's ability to emulsify oils and fats. However, extreme p H levels can also lead to skin irritation or damage, so careful formulation and testing are crucial.

4, Possible impurities in soap can include residual chemicals from the manufacturing process, contaminants in the raw materials, or unintentional reactions during production. These impurities can impact the use of the soap for washing the body.

They may cause skin irritation, allergies, or other adverse reactions. To ensure the safety and quality of the soap, rigorous quality control measures and adherence to good manufacturing practices are necessary.

Regarding % yield, if the yield of soap is low, it indicates inefficiencies in the soap-making process. To improve the yield, factors such as accurate measurement of ingredients, optimizing reaction conditions, and minimizing losses during production need to be addressed.

On the other hand, if the yield is too high, it may indicate excessive amounts of ingredients, resulting in wastage and increased production costs. Finding the balance between optimal yield and cost-effectiveness is essential for soap production.

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a) Let W be the subspace generated by the vectors (0, 1, 1, 1)
and (1, 0, 1, 1) of the space . Compute the perpendicular projection of the vector (1, 2, 3, 4)
onto the subspace W .
b) Let's define t

Answers

a) The perpendicular projection of the vector (1, 2, 3, 4) onto the subspace W is (8/3, 3, 17/3, 17/3).

b)  We have calculated the perpendicular projection of the vector (1, 2, 3, 4) onto the subspace W.

a) The perpendicular projection of a vector onto a subspace is the vector that lies in the subspace and is closest to the given vector. To compute the perpendicular projection of the vector (1, 2, 3, 4) onto the subspace W, we need to find the component of (1, 2, 3, 4) that lies in W.

Let's call the given vector v = (1, 2, 3, 4) and the basis vectors of W as u1 = (0, 1, 1, 1) and u2 = (1, 0, 1, 1).

To find the projection, we can use the formula:

proj_W(v) = ((v · u1) / ||u1||^2) * u1 + ((v · u2) / ||u2||^2) * u2

where · denotes the dot product and ||u1||^2 and ||u2||^2 are the norms squared of u1 and u2, respectively.

Calculating the dot products and norms:

v · u1 = (1 * 0) + (2 * 1) + (3 * 1) + (4 * 1) = 9

||u1||^2 = (0^2 + 1^2 + 1^2 + 1^2) = 3

v · u2 = (1 * 1) + (2 * 0) + (3 * 1) + (4 * 1) = 8

||u2||^2 = (1^2 + 0^2 + 1^2 + 1^2) = 3

Substituting these values into the formula:

proj_W(v) = ((9 / 3) * (0, 1, 1, 1)) + ((8 / 3) * (1, 0, 1, 1))

= (3 * (0, 1, 1, 1)) + ((8 / 3) * (1, 0, 1, 1))

= (0, 3, 3, 3) + (8/3, 0, 8/3, 8/3)

= (8/3, 3, 17/3, 17/3)

Therefore, the perpendicular projection of the vector (1, 2, 3, 4) onto the subspace W is (8/3, 3, 17/3, 17/3).

b) In conclusion, we have calculated the perpendicular projection of the vector (1, 2, 3, 4) onto the subspace W. The projection vector (8/3, 3, 17/3, 17/3) lies in the subspace W and is closest to the original vector (1, 2, 3, 4). This projection can be thought of as the "shadow" of the vector onto the subspace.

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Find the arc length of the graph of the function over the indicated interval. (Round your answer to three decimal places.) y=
3/2 x^(2/3) [27,64]

Answers

The arc length of the graph of function is L = ∫[27, 64] √(x^(2/3) + 1) dx. We can use the arc length formula. The formula states that the arc length (L) is given by the integral of √(1 + (dy/dx)²) dx over the interval of interest.

First, let's find the derivative of y = (3/2)x^(2/3). Taking the derivative, we have dy/dx = (2/3)(3/2)x^(-1/3) = x^(-1/3).

Now, we can substitute the values into the arc length formula and integrate over the given interval.

The arc length (L) can be calculated as L = ∫[27, 64] √(1 + (x^(-1/3))²) dx.

Simplifying the expression, we have L = ∫[27, 64] √(1 + x^(-2/3)) dx.

We can rewrite the expression inside the square root as (x^(-2/3) + 1)/x^(-2/3).

Applying the power rule of exponents, we have L = ∫[27, 64] √((1 + x^(-2/3))/x^(-2/3)) dx.

Now, we can simplify the expression inside the square root by multiplying the numerator and denominator by x^(2/3). This gives us L = ∫[27, 64] √((x^(2/3) + 1)/1) dx.

Since the numerator and denominator have the same exponent, we can rewrite the expression as L = ∫[27, 64] √(x^(2/3) + 1) dx.

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Greg rented a truck for one day. There was a base fee of $14.95, and there was an additional charge of 98 cents for each mile driven. Greg had to pay $266.81 when he returned the truck. For how many m

Answers

Greg drove approximately 257 miles.

To find out how many miles Greg drove, we can subtract the base fee from the total amount he paid, and then divide the remaining amount by the additional charge per mile.

Total amount paid
- base fee = additional charge for miles driven
$266.81 - $14.95 = $251.86

Additional charge for miles driven / charge per mile = number of miles driven
$251.86 / $0.98 = 257.1122

Therefore, Greg drove approximately 257 miles.

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Consider the given vector equation. r(t)=⟨4t−4,t ^2 +4⟩ (a) Find r ′(t).

Answers

Taking the limit of r'(t) as Δt → 0, we get:  r'(t) = <4, 2t>  The vector equation r(t) = <4t - 4, t² + 4> is given.

We need to find r'(t).

Given the vector equation, r(t) = <4t - 4, t² + 4>

Let r(t) = r'(t) = We need to differentiate each component of the vector equation separately.

r'(t) = Differentiating the first component,

f(t) = 4t - 4, we get f'(t) = 4

Differentiating the second component, g(t) = t² + 4,

we get g'(t) = 2t

So, r'(t) =  = <4, 2t>

Hence, the required vector is r'(t) = <4, 2t>

We have the vector equation r(t) = <4t - 4, t² + 4> and we know that r'(t) = <4, 2t>.

Now, let's find r'(t) using the definition of the derivative: r'(t) = [r(t + Δt) - r(t)]/Δtr'(t)

= [<4(t + Δt) - 4, (t + Δt)² + 4> - <4t - 4, t² + 4>]/Δtr'(t)

= [<4t + 4Δt - 4, t² + 2tΔt + Δt² + 4> - <4t - 4, t² + 4>]/Δtr'(t)

= [<4t + 4Δt - 4 - 4t + 4, t² + 2tΔt + Δt² + 4 - t² - 4>]/Δtr'(t)

= [<4Δt, 2tΔt + Δt²>]/Δt

Taking the limit of r'(t) as Δt → 0, we get:

r'(t) = <4, 2t> So, the answer is correct.

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Solve the following equation. 3t−5=23−t Select the correct choice below and, if necessary, fill in the answer box to complete your choice. A. The solution set is (Simplify your answer. Type an integer or a simplified fraction.) B. There is no solution.

Answers

The correct choice is A. The solution set is t = 7, where t is an integer is found by Solving Linear Equations

To solve the equation 3t - 5 = 23 - t, we will go through the steps in detail to find the solution.

Step 1: Simplify the equation

Start by simplifying both sides of the equation by combining like terms. On the left side, we have 3t, and on the right side, we have -t. Combining these terms, we get 4t. So, the equation becomes 4t - 5 = 23.

Step 2: Isolate the variable

To isolate the variable t, we want to move the constant term (-5) to the other side of the equation. We can do this by adding 5 to both sides: 4t - 5 + 5 = 23 + 5. This simplifies to 4t = 28.

Step 3: Solve for t

To find the value of t, divide both sides of the equation by the coefficient of t, which is 4. Divide both sides by 4: (4t)/4 = 28/4. This simplifies to t = 7.

Step 4: Check the solution

Always check your solution by substituting the value of t back into the original equation. In this case, substitute t = 7 into the equation 3t - 5 = 23 - t:

3(7) - 5 = 23 - 7

21 - 5 = 16

16 = 16

Since the equation is true when t = 7, we can conclude that the solution to the equation 3t - 5 = 23 - t is t = 7.

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Camillo i making gourmet peanut butter and jelly andwiche for a food challenge. What i the unit price of a loaf of bread at each tore?

Answers

The unit price of a loaf of bread at each store Whole Foods is 0.2495, Safeway is $0.265 and Trader Joe's is $0.249.

The unit price of a loaf of bread at each store:

Store Price Unit Price

Whole Foods $4.99 $0.2495

Safeway $3.99 $0.265

Trader Joe's $2.99 $0.249

To calculate the unit price, we divide the price of the loaf of bread by the number of slices in the loaf. The following table shows the number of slices in a loaf of bread at each store:

Store Number of Slices

Whole Foods 24

Safeway 20

Trader Joe's 21

Therefore, the unit price of a loaf of bread at each store is as follows:

Store Price Unit Price

Whole Foods $4.99 $0.2495 (24 slices)

Safeway $3.99 $0.265 (20 slices)

Trader Joe's $2.99 $0.249 (21 slices)

As you can see, the unit price of a loaf of bread is lowest at Trader Joe's. Therefore, Camillo should buy his loaf of bread at Trader Joe's.

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Choose the correct answer. The selling price of a carpet is AED 1,000 . There is also a 12% tax. What is the price of the carpet including the tax? AED 1,120 AED 1,250 AED 1,240 AED 1,200

Answers

A tax is defined as a sum of money that a government asks citizens to pay in relation to their annual revenue, the worth of their personal property, etc., and is then used to fund the services provided by the government.

Given that the selling price of a carpet is AED 1,000 and there is also a 12% tax. We have to find the price of the carpet including the tax. The formula to calculate the selling price including tax is: Selling price including tax = Selling price + Tax. Let's calculate the tax first. Tax = (12/100) × 1000= 120. Selling price including tax= Selling price + Tax= 1000 + 120= AED 1,120Therefore, the price of the carpet including tax is AED 1,120. Hence, option A) AED 1,120 is the correct answer.

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Trig Help - Use the values provided and solve for A

Answers

Using trigonometric identities, to re-write y(t) = 2sin4πt + 6cos4πt in the form y(t) = Asin(ωt + Ф) and find the amplitude, the amplitude A = 2√10

What are trigonometric identities?

Trigonometric identities are equations that contain trigonometric ratios.

To re-write y(t) = 2sin4πt + 6cos4πt in the form y(t) = Asin(ωt + Ф) and find the amplitude A with c₁ = AsinФ and c₂ = AcosФ, we proceed as follows.

To re-write y(t) = 2sin4πt + 6cos4πt in the form y(t) = Asin(ωt + Ф), we use the trigonometric identity sin(A + B) = sinAcosB + cosAsinB where

A = ωt andB = Ф

So, sin(ωt + Ф) = sinωtcosФ + cosωtsinФ

So, we have that  y(t) = Asin(ωt + Ф)

= A(sinωtcosФ + cosωtsinФ)

= AsinωtcosФ + AcosωtsinФ

y(t) = AsinωtcosФ + AcosωtsinФ

Comparing y(t) = AsinωtcosФ + AcosωtsinФ with  y(t) = 2sin4πt + 6cos4πt

we see that

ω = 4πAcosФ = 2 andAsinФ = 6

Since

c₁ = AsinФ and c₂ = AcosФ

Using Pythagoras' theorem, we find the amplitude. So, we have that

c₁² + c₂² = (AsinФ)² + (AcosФ)²

c₁² + c₂² = A²[(sinФ)² + (cosФ)²]

c₁² + c₂² = A² × 1    (since (sinФ)² + (cosФ)² = 1)

c₁² + c₂² = A²

A =√ (c₁² + c₂²)

Given that

c₁ = 2c₂ = 6

Substituting the values of the variables into the equation, we have that

A =√ (c₁² + c₂²)

A =√ (2² + 6²)

A =√ (4 + 36)

A =√40

A = √(4 x 10)

A = √4 × √10

A = 2√10

So, the amplitude A = 2√10

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The variables x and y vary inversely, and y=7 when x=2. Write an equation that relates x and y and find y when x=−6.
Urgent! Will give brainliest

Answers

The equation that relates x and y when they vary inversely is xy = k, where k is a constant.

To find k, we can use the given information that y=7 when x=2:
xy = k
(2)(7) = k
k = 14

Now we can use this value of k to find y when x = -6:
xy = k
(-6)y = 14
y = -14/6
y = -7/3

Therefore, when x = -6, y = -7/3.

Say that we take a random sample of 10 values from a population with median 50. The number of values in our sample that are below 50 will have this distribution:
(By definition, the probability of an outcome being below the median is 50%)
binomial, n = 10, p = 0.5
F distribution, D1 = 50, D2 = 10
Normal, mean = 50, standard deviation = 10
t-distribution, mean = 50, degrees of freedom = 10

Answers

The distribution of the number of values in a random sample of 10 from a population with median 50 that are below 50 is a binomial distribution with parameters n = 10 and p = 0.5.

This is because each value in the sample can be either above or below the median, and the probability of being below the median is 0.5 (assuming the population is symmetric around the median). We are interested in the number of values in the sample that are below the median, which is a count of successes in 10 independent Bernoulli trials with success probability 0.5. Therefore, this follows a binomial distribution with n = 10 and p = 0.5 as the probability of success.

The other distributions mentioned are not appropriate for this scenario. The F-distribution is used for hypothesis testing of variances in two populations, where we compare the ratio of the sample variances. The normal distribution assumes that the population is normally distributed, which may not be the case here. Similarly, the t-distribution assumes normality and is typically used when the sample size is small and the population standard deviation is unknown.

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