How many samples would be needed to ensure that the sample mean is between 74 and 76 with a probability

Answers

Answer 1
To determine how many samples are needed to ensure that the sample mean is between 74 and 76 with a certain probability, we need to know the population standard deviation and the desired level of confidence.

If the population standard deviation is known, we can use the formula for the margin of error:

Margin of error = z * (sigma / sqrt(n))

where z is the z-score associated with the desired level of confidence, sigma is the population standard deviation, and n is the sample size.

In this case, we don't know the population standard deviation, so we can estimate it using the sample standard deviation.

We can use the t-distribution instead of the z-distribution to account for the uncertainty in the estimate of the population standard deviation. The formula for the margin of error with the t-distribution is:

Margin of error = t * (s / sqrt(n))

where t is the t-score associated with the desired level of confidence and n is the sample size.

We want the sample mean to be between 74 and 76, so the margin of error is:

Margin of error = (76 - 74) / 2 = 1

We want to find the sample size needed to ensure that the margin of error is no more than 1 with a certain level of confidence. Let's assume a 95% confidence level, which corresponds to a t-score of 2.064 for a two-tailed test with n-1 degrees of freedom.

So we have:

1 = 2.064 * (s / sqrt(n))

Solving for n, we get:

n = (2.064 * s / 1)^2

where s is the sample standard deviation.

The sample size needed depends on the sample standard deviation. If we assume a sample standard deviation of 5 (for example), we get:

n = (2.064 * 5 / 1)^2 = 86.67

We need at least 87 samples to ensure that the sample mean is between 74 and 76 with a 95% confidence level.

Related Questions

When the sample accurately represents the population, the results of the study are said to have a high degree of ______. Group of answer choices generalizability validity quality error

Answers

When the sample accurately represents the population, the results of the study are said to have a "high degree of generalizability."

Generalizability refers to the extent to which the findings of a study can be extended to other populations or situations beyond the sample studied.

In other words, if the sample used in a study is representative of the population of interest, then the findings can be applied to the population with a high degree of confidence. For example, if a study is conducted on the effects of a new medication on a sample of patients with a particular medical condition and the sample is representative of the larger population of patients with that condition, then the findings of the study can be generalized to the larger population.This means that the medication can be prescribed to other patients with the same medical condition, based on the findings of the study.Generalizability is an important consideration in research, as it allows for the findings of a study to have practical applications beyond the sample studied. However, it is important to note that the degree of generalizability may vary depending on the characteristics of the sample and the population of interest, and researchers must carefully consider the extent to which their findings can be generalized.

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The force exerted by an electric charge at the origin on a charged particle at a point (x,y,z) with position vector r = (x,y,z) is F(r) =Kr/||r||^3. Where k is a constant. Find the work done as the particle moves along a straight line from (2, 0, 0) to (2,3,5)

Answers

To find the work done, we need to integrate the force F(r) along the path that the particle moves. Since the path is a straight line, we can parametrize it as r(t) = (2, 0, 0) + t((2,3,5)-(2,0,0)) = (2+2t, 3t, 5t),

where 0 <= t <= 1.

Then, the force F(r(t)) is given by F(t) = K(2+2t, 3t, 5t)/[(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2).

The work done by the force as the particle moves from (2,0,0) to (2,3,5) is given by the line integral:

W = ∫ F(r(t)) · dr(t) from t=0 to t=1

where dr(t) is the differential of r(t) with respect to t.

Now, we need to evaluate the dot product F(r(t)) · dr(t).

Note that dr(t) = (2,3,5) dt, since the path is a straight line.

Therefore: F(r(t)) · dr(t) = K(2+2t, 3t, 5t)/[(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2) · (2,3,5) dt

= K(2+2t)(2) + 3t(3) + 5t(5) / [(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2) dt

= K(4+4t + 9t + 25t) / [(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2) dt

= 38Kt / [(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2) dt

Thus, the work done is:

W = ∫ F(r(t)) · dr(t) from t=0 to t=1

= ∫0^1 38Kt / [(2+2t)^2 + (3t)^2 + (5t)^2]^(3/2) dt

This integral is difficult to solve exactly, so we can use numerical methods or software to obtain an approximation.

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After the owner of the crystal shop tells Santiago how expensive it is to get to Egypt, what does Santiago say he wants money for

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In the book "The Alchemist" by Paulo Coelho, when the owner of the crystal shop tells Santiago how expensive it is to get to Egypt, Santiago responds by saying that he wants money to buy some sheep.

Santiago explains that he was a shepherd before he started his journey to find his Personal Legend, and that he wants to buy some sheep so that he can continue pursuing his dream. He believes that he can eventually save enough money from selling the wool to fund his journey to Egypt.

The owner of the crystal shop is initially surprised that Santiago would abandon his quest for treasure to buy sheep, but ultimately gives him the money he needs to buy them.

After the owner of the crystal shop tells Santiago how expensive it is to get to Egypt, Santiago says he wants money for a ticket to Africa.

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please help me with this

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Answer:

≈ 19.1 feet

Step-by-step explanation:

A right triangle is formed by the building , the ground and the ladder , that is the hypotenuse.

let x be the distance foot of ladder is from the building.

using Pythagoras' identity in the right triangle

x² + 34² = 39²

x² + 1156 = 1521 ( subtract 1156 from both sides )

x² = 365 ( take square root of both sides )

x = [tex]\sqrt{365}[/tex] ≈ 19.1 feet ( to the nearest tenth )

Muriel is putting crown molding in her bedroom. The room has a length of 15 feet and a width of 12 feet. The molding comes in 10-foot. boards that cost $45 per board. How much will she pay for the molding before tax

Answers

To calculate the total cost of crown molding for Muriel's bedroom before tax, we'll follow these steps:

1. Find the perimeter of the room.
2. Determine the number of boards needed.
3. Calculate the total cost.

Step 1: Find the perimeter of the room.
The formula for the perimeter of a rectangle is P = 2(L + W), where L is the length and W is the width.
P = 2(15 + 12) = 2(27) = 54 feet

Step 2: Determine the number of boards needed.
Each board is 10 feet long, so we need to divide the perimeter by the length of each board.
54 feet / 10 feet = 5.4 boards
Since we can't purchase a fraction of a board, Muriel will need to buy 6 boards.

Step 3: Calculate the total cost.
Each board costs $45, so multiply the number of boards by the cost per board.
6 boards * $45 = $270

Muriel will pay $270 for the crown molding before tax.

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A train starts its 221 mile trip at 7:30 A.M. If the train travels at an average speed of 34 miles per hour and stops exactly four minutes at each of ten stations, at what time in the afternoon will it arrive at its final destination

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The train will arrive at its final destination at 2:57 P.M. in the afternoon.

The total distance of the trip is 221 miles and the train travels at an average speed of 34 miles per hour. Using the formula:

time = distance / speed

We can calculate the total time it will take for the train to complete the journey without stopping at stations:

time = 221 / 34 = 6.5 hours

However, the train stops at each of ten stations for four minutes each, so the total time spent stopping is 10 x 4 = 40 minutes, or 0.67 hours. Therefore, the total time the journey will take, including the stops, is:

total time = 6.5 + 0.67 = 7.17 hours

The train departs at 7:30 A.M., so we can add 7.17 hours to this time to find the arrival time:

7:30 A.M. + 7.17 hours = 2:57 P.M.

Therefore, the train will arrive at its final destination at 2:57 P.M. in the afternoon.

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quizz Carlos has a box full of 48 brown, 3 yellow, and 2 orange toy blocks. Determine the probability of Carlos randomly selecting an orange block from the box.

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The probability of Carlos randomly selecting an orange block from the box is 2/53 or approximately 0.038

The probability of Carlos randomly selecting an orange block from the box can be calculated as follows:

First, we need to determine the total number of blocks in the box:

Total number of blocks = 48 brown + 3 yellow + 2 orange = 53 blocks

Next, we can calculate the probability of selecting an orange block:

Probability of selecting an orange block = Number of orange blocks / Total number of blocks

Probability of selecting an orange block = 2 / 53

Therefore, the probability of Carlos randomly selecting an orange block from the box is 2/53 or approximately 0.038 (rounded to three decimal places).

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Assume that a gambler playing keno has randomly chosen 6 numbers. In how many ways can the gambler choose exactly 3 lucky numbers?

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Thus, there are 20 ways for the gambler to choose exactly 3 lucky numbers out of the 6 randomly chosen numbers in a keno game.

To find the number of ways the gambler can choose exactly 3 lucky numbers out of the 6 randomly chosen numbers in a keno game, we need to use combinations. A combination represents the number of ways to choose a certain number of items from a larger set without considering the order.

In this case, we will use the combination formula, which is C(n, k) = n! / (k! * (n-k)!), where n is the total number of items and k is the number of items to be chosen.

Here, n = 6 (the total numbers chosen by the gambler) and k = 3 (the number of lucky numbers to be chosen).

Applying the formula: C(6, 3) = 6! / (3! * (6-3)!)

C(6, 3) = 6! / (3! * 3!)

C(6, 3) = 720 / (6 * 6)

C(6, 3) = 720 / 36

C(6, 3) = 20

So, there are 20 ways for the gambler to choose exactly 3 lucky numbers out of the 6 randomly chosen numbers in a keno game.

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Four students majoring in Mathematics and five students majoring in Chemistry are eligible to attend a conference. How many ways are there to select four students to attend the conference if a) any four can attend

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The number of ways of selecting the four students out of nine students for attending the conference is equals to the 126 from using the combination formula.

The number of combinations of n things taken r at a time is determined by the combination formula. It is the factorial of n, divided by the product of the factorial of r and the factorial of the difference of n and r respectively. Mathematically, it can be written as [tex]ⁿCᵣ= \frac{ n!}{r! ( n - r)!}[/tex]

Now, we have number of students majoring in Mathematics = 4

Number of students majoring in chemistry = 5

So, total number of students majoring = 9

Four students are selected to attend conference. Here, n = 9, r = 4 so,

Number of ways to any four can attend =

[tex] 9C_4 = \frac{ 9!}{4! ( 9 - 4)!}[/tex]

[tex]= \frac{ 9×8×7×6×5!}{4! 5!}[/tex]

[tex]=\frac{ 9×8×7×6}{4×3×2}[/tex]

= 18× 7 = 126

Hence, required value is 126.

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Determine whether the sequence converges or diverges. If it converges, find the limit. A) a n = √ 1 + 4 n 2 1 + n 2 B) a n = cos 2 n 2 n

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The answers are:
A) The sequence converges to 1.
B) The sequence diverges.

For sequence A, we can simplify the expression by dividing both the numerator and denominator by n^2. This gives us:

a_n = √(1 + 4/n^2)/(1 + 1/n^2)

As n approaches infinity, the terms in the denominator become negligible compared to the terms in the numerator. Therefore, the sequence converges to:

lim a_n = √(1 + 0)/1 = 1

For sequence B, we know that the cosine function oscillates between -1 and 1, so the sequence will oscillate as well. As n approaches infinity, the terms in the denominator become larger, causing the oscillations to become more rapid. However, the sequence will never approach a single value, so it diverges.

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g(s) = 1/(s 1)^2(s 10) h(s) = 1

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the given functions represent transfer functions of two systems in a control system, and they can be analyzed using various tools in the Laplace domain to determine their behavior and characteristics.

The given functions represent the transfer functions of two systems in a control system. The first transfer function, g(s), has two poles at s=1 and one pole at s=10. The poles at s=1 are repeated twice, indicating that this is a second-order system. The second transfer function, h(s), is a constant function with a value of 1.

To analyze the behavior of these systems, we can use tools such as the Laplace transform, which allows us to convert differential equations into algebraic equations that are easier to solve. The Laplace transform of g(s) can be written as G(s) = 1/(s+1)^2(s+10), and the Laplace transform of h(s) is H(s) = 1.

Once we have the transfer functions in the Laplace domain, we can use them to compute various system parameters such as the frequency response, step response, and stability. For example, the frequency response of a system is given by the magnitude and phase of the transfer function evaluated at different frequencies. The step response of a system is the output of the system when a unit step input is applied, and it can be computed using the inverse Laplace transform.

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A system is shown below where g(s) = 1/(s 1)^2(s 10) and h(s) = 1. Find the closed loop transfer function.


An engineer designs a 85-foot cellular telephone tower. Find the angle of elevation to the top of the tower at a point on level ground 60 feet from its base. (Round your answer to one decimal place.)

Answers

The angle of elevation to the top of the tower at a location on level ground 60 feet from its base is roughly 52.1 degrees, the solution being.

We must utilize trigonometry to determine the elevation angle. The opposing over adjacent tangent function (tan = opposite/adjacent) can be used. The tower's height in this instance is on the other side (85 feet), and the tower's proximity to the level ground is on the adjacent side (60 feet). We thus have:

tanθ = 85/60

When we simplify this, we get:

tanθ = 1.4167

We take the inverse tangent (or arctan) of both sides to find :

(1.4167) = arctan

Calculating the answer, we obtain:

51.10 degrees

the angle of elevation to theAt a point on level ground 60 feet from the tower's base, the angle at the top is roughly 52.1 degrees.

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chance of failure is independent of another's failure, what would the individual failure rate need to be so that our of 20 users only 20% failed

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The individual failure rate needs to be approximately 3.33% for only 20% of 20 users to fail, assuming that the probability of failure is independent of another's failure.

If the chance of failure is independent of another's failure, it means that the probability of each individual failing is the same, and we can assume that the failures follow a binomial distribution.

Let p be the probability of an individual failing, and n be the number of trials (in this case, the number of users, n = 20).

The probability of exactly k failures out of n trials is given by the binomial probability formula:

[tex]P(k) = (n choose k) \times p^k \times (1-p)^{(n-k)[/tex]

where (n choose k) is the binomial coefficient, equal to n! / (k! × (n-k)!).

To find the individual failure rate needed for 20% of 20 users to fail, we need to solve for p such that P(4) = 0.2, where k = 4 is the number of failures we want to allow.

P(4) = (20 choose 4) [tex]\times p^4 \times (1-p)^{(20-4) }= 0.2[/tex]

Using a binomial calculator or software, we can solve for p and get:

p ≈ 0.0333 or 3.33%

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0 .08 1 .17 2 .26 3 .21 4 .18 5 .10 a. If we define the experiment as observing the number of computers sold tomorrow, determine the sample space. b. Use set notation to define the event, sell more than three computers. c. Whatistheprobabilityofsellingfivecomputers

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a. The experiment is observing the number of computers sold tomorrow. The sample space consists of all possible outcomes, which in this case are: {0, 1, 2, 3, 4, 5}.
b. To define the event of selling more than three computers using set notation, we look for outcomes in the sample space where the number of computers sold is greater than 3. This would be the set: {4, 5}.
c. The probability of selling five computers is given in the question as 0.10 (or 10%).

a. The sample space would be {0, 1, 2, 3, 4, 5}, as these are the possible numbers of computers that could be sold tomorrow.

b. The event of selling more than three computers can be defined using set notation as {x | x > 3}, which means the set of all numbers (x) that are greater than 3.

c. The probability of selling five computers would be the probability of the event {5}, which is a singleton set (a set with only one element). Since each number in the sample space has an equal chance of occurring, and there are six possible outcomes in the sample space, the probability of selling five computers would be 1/6.


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The opinion of 2000 American adults in all over the America, is used in finding the opinion of American adults on Iraq war. It is estimated that 52% of the American adults support the war. Identify the population of interest. Identify the sample used in the study. Identify the parameter of interest. Identify the inference made.

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The inference made is that, based on the sample of 2000 American adults surveyed, it is estimated that 52% of all American adults support the Iraq war.

The Iraq War was a conflict that began in 2003 and lasted for nearly a decade, involving the United States-led coalition and the government of Iraq. The war was launched in response to the belief that Iraq possessed weapons of mass destruction and that the country was a threat to international security. However, no such weapons were found, and the justifications for the war were widely debated and criticized.

The conflict resulted in the overthrow of Saddam Hussein's regime, and the subsequent establishment of a new government in Iraq. However, the war also led to a large number of casualties on both sides, with estimates of civilian deaths ranging from 100,000 to over 1 million. The war also caused significant political instability in the region, with sectarian violence and insurgent attacks becoming common.

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Sketch the region enclosed by the curves x - 2 = 3y and x - 14 = (y - 4)², and compute its area.

A = ...

Answers

The area of the region enclosed by the curves x - 2 = 3y and x - 14 = (y - 4)² I 4.5 units ².

How to calculate the area

In mathematical analysis, it should be noted that the word region usually refers to a subset of or that is open (in the standard Euclidean topology), simply connected and non-empty.

In this case, a closed region is sometimes defined to be the closure of a region. Regions and closed regions are often used as domains of functions or differential equation.

The area based on the information will be:

= [(3y²/2 - 12y - (y - y/3)³]7 4

= 9/2

= 4.5

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Let $n$ be a positive integer. Let $r$ be the remainder when $n^2$ is divided by $n 4.$ How many different values can $r$ take on

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There are n different values that the remainder r can take on when [tex]n^2[/tex] is divided by n 4.

We can use the Remainder Theorem to solve this problem. The Remainder Theorem states that when a polynomial f(x) is divided by (x-a), the remainder is f(a).

Using this theorem, we can see that [tex]n^2[/tex] divided by n 4 leaves a remainder of [tex]n^2 - kn 4[/tex], where k is some integer. We want to find how many different values r can take on, which is the same as finding how many different values [tex]$n^2 - kn 4$[/tex] can take on.

Let's rewrite [tex]n^2 - kn 4 as n(n - k 4)[/tex]. This expression tells us that n and n - k 4 have the same remainder when divided by n 4. Therefore, n - k 4 can only take on n different values, namely [tex]0, n, 2n, \ldots, (n-1)n.[/tex]

For each of these n values, we can find a corresponding value of k that satisfies[tex]$n^2 - kn 4 \equiv r \pmod{n 4}$[/tex], namely [tex]k = (n^2 - r)/(n 4).[/tex] Therefore, there are exactly n different values that r can take on.

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suppose a data set has a mean of 110 with a standard deviation of 10. What is the minimum relative frequency of data greater than 80 but also less than 140

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The minimum relative frequency of data greater than 80 but less than 140 is 0.9973 or approximately 99.73%.

To find the minimum relative frequency of data greater than 80 but less than 140, we need to use the z-score formula, which measures the number of standard deviations a data point is from the mean.

z = (x - μ) / σ

where x is the data point, μ is the mean, and σ is the standard deviation.

For x = 80:

z = (80 - 110) / 10 = -3

For x = 140;

z = (140 - 110) / 10 = 3

Using a standard normal distribution table or calculator, we can find that the area under the curve between z = -3 and z = 3 is approximately 0.9973.

Therefore, the minimum relative frequency of data greater than 80 but less than 140 is 0.9973 or approximately 99.73%.

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In order to make purple paint, you must mix red and blue paint together.
The ratio is 2 blue to every 3 red. If you use 12 parts red, how many parts
blue paint are needed?
O 6
O 8
O 10
O 12

Answers

ANSWER: 8 BLUE PARTS!

Step-by-step explanation:

Divide the 12 by the 3 and you get 4 so multiply the 2 by 4 and you got your answer. Hope this helps.

24. Give a recursive definition of a) the set of odd positive integers. b) the set of positive integer powers of 3. c) the set of polynomials with integer coefficients.

Answers

a) If n is an odd positive integer, then n+2 is also an odd positive integer.

b) If n is a positive integer power of 3, then 3n is also a positive integer power of 3.

c) If p(x) and q(x) are polynomials with integer coefficients, then the polynomials p(x) + q(x) and p(x) × q(x) are also in the set.

a) The set of odd positive integers can be recursively defined as follows:

Base case: The number 1 is an odd positive integer.

Recursive step: If n is an odd positive integer, then n+2 is also an odd positive integer.

b) The set of positive integer powers of 3 can be recursively defined as follows:

Base case: The number 1 is a power of 3.

Recursive step: If n is a positive integer power of 3, then 3n is also a positive integer power of 3.

c) The set of polynomials with integer coefficients can be recursively defined as follows:

Base case: The constant polynomials with integer coefficients are in the set.

Recursive step: If p(x) and q(x) are polynomials with integer coefficients, then the polynomials p(x) + q(x) and p(x) × q(x) are also in the set.

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solve the equation k^2-3k=10 by using the zero product property.
A.1 and 10
B.-2 and 7
C.3 and 5
D.-3 and 7

(Step by step please)

Answers

The solutions of the equation k² - 3k = 10 are k = 5 and k = -2.

We have,

To solve the equation k² - 3k = 10 using the zero product property, we first rearrange the terms so that one side of the equation is zero:

k² - 3k - 10 = 0

k² - (5 - 2)k - 10 = 0

k² - 5k + 2k - 10 = 0

k(k - 5) + 2(k - 5) = 0

(k - 5)(k + 2) = 0

According to the zero product property,

If the product of two factors is zero, then at least one of the factors must be zero.

So we set each factor equal to zero and solve for k:

k - 5 = 0 or k + 2 = 0

k = 5 or k = -2

Therefore,

The solutions of the equation k² - 3k = 10 are k = 5 and k = -2.

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Draw a normal curve with a mean of 61 and a standard deviation of 14 Describe how you constructed the curve and discuss its features. Choose the correct graph of the normal curve below. Describe how you constructed the curve and discuss its features. The normal distribution curve is centered at square and has 2 points of inflection square representing mu - alpha, and square representing mu + alpha.

Answers

To draw a normal curve with a mean (µ) of 61 and a standard deviation (σ) of 14, you can follow these steps:

1. Begin by plotting the mean (µ = 61) on the horizontal axis.
2. Mark one standard deviation above and below the mean (µ + σ = 61 + 14 = 75 and µ - σ = 61 - 14 = 47).
3. Draw a symmetric bell-shaped curve around the mean, with the curve extending toward the points marked in step 2.

The normal distribution curve is centered at the mean (µ = 61) and has two points of inflection representing µ - σ (47) and µ + σ (75). The curve is symmetric, with its highest point at the mean. As we move further away from the mean in either direction, the curve tapers off and approaches the horizontal axis without actually touching it. Approximately 68% of the data will fall within one standard deviation (between 47 and 75), 95% within two standard deviations, and 99.7% within three standard deviations of the mean.

To choose the correct graph of the normal curve, look for a bell-shaped curve that is symmetric around the mean (61), with points of inflection at 47 and 75. The graph should also reflect the decreasing probability density as you move further from the mean.

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When a plane flies into the wind, it can travel 3000 mi in 6 h. When it flies with the wind, it can travel the same distance in 5h. Find the rate of the plane in still air and the rate of the wind.

Answers

The rate of the plane in still air is 550 mph, and the rate of the wind is 50 mph.

Let's denote the rate of the plane in still air as "p" and the rate of the wind as "w".

When the plane flies into the wind, its effective speed is reduced by the speed of the wind.

So, the speed of the plane relative to the ground is:

p - w

Similarly, when the plane flies with the wind, its effective speed is increased by the speed of the wind, so its speed relative to the ground is:

p + w

We know that the distance traveled by the plane is 3000 miles in both cases, so we can set up two equations based on the formula:

distance = rate x time

When the plane flies into the wind:

3000 = (p - w) x 6

And when the plane flies with the wind:

3000 = (p + w) x 5

Now we have two equations with two unknowns, which we can solve for "p" and "w".

Let's start by simplifying both equations:

Equation 1: 3000 = 6p - 6w

Equation 2: 3000 = 5p + 5w

We can then solve for one of the variables in terms of the other. For example, we can solve for "p" in terms of "w" by rearranging Equation 2:

5p = 3000 - 5w

p = (3000 - 5w) / 5

We can then substitute this expression for "p" into Equation 1 and solve for "w":

3000 = 6[(3000 - 5w) / 5] - 6w

Multiplying both sides by 5:

15000 = 6(3000 - 5w) - 30w

Distributing the 6:

15000 = 18000 - 30w - 30w

Combining like terms:

15000 = 18000 - 60w

Subtracting 18000 from both sides:

-3000 = -60w

Dividing both sides by -60:

w = 50

Now that we know the rate of the wind is 50 mph, we can substitute this value into either Equation 1 or Equation 2 to solve for "p".

Let's use Equation 2:

3000 = 5p + 5(50)

3000 = 5p + 250

2750 = 5p

p = 550.

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Which method of sampling is based on dividing a population into subgroups, sampling a set of subgroups, and conducting a complete census within the subgroups sampled? a) Judgment sampling b) Systematic sampling c) Continuous process sampling d) Cluster sampling

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The method of sampling that is based on dividing a population into subgroups, sampling a set of subgroups, and conducting a complete census within the subgroups sampled is known as cluster sampling.

This method of sampling is often used when the population is too large to be sampled as a whole or when it is difficult to obtain a comprehensive list of the population.

In cluster sampling, the population is divided into smaller subgroups, or clusters, that are more manageable in size. These clusters are then randomly selected, and a complete census is conducted within each of the selected clusters. This means that every individual within the selected clusters is included in the sample.

Cluster sampling can be more efficient and cost-effective than other sampling methods because it reduces the amount of resources required to sample large populations. It is important to note, however, that cluster sampling can lead to increased sampling error if the selected clusters are not representative of the population as a whole.

In summary, cluster sampling is a method of sampling that involves dividing a population into subgroups, sampling a set of subgroups, and conducting a complete census within the selected subgroups. This method can be an effective way to sample large populations, but it is important to ensure that the selected clusters are representative of the population to minimize sampling error.

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How many 4-digit campus telephone numbers (4-digit decimal sequences) are there in which the digit 6 appears at most twice (maybe not at all)

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The total number of 4-digit campus telephone numbers in which the digit 6 appears at most twice is 7533.

There are two cases to consider:

Case 1: No 6's in the number

In this case, we can choose any digit from 0 to 9 for each of the 4 digits of the telephone number, except 6. Therefore, there are 9 options for each digit, and so the total number of 4-digit telephone numbers with no 6's is:

9 × 9 × 9 × 9 = 6561

Case 2: One or two 6's in the number

In this case, we can choose the positions for the 6's in ${4 \choose 1} + {4 \choose 2} = 6 + 6 = 12$ ways (either one 6 or two 6's), and then fill the remaining positions with any of the 9 digits (not including 6). Therefore, the total number of 4-digit telephone numbers with one or two 6's is:

12 × 9 × 9 = 972

Therefore, the total number of 4-digit campus telephone numbers in which the digit 6 appears at most twice is:

6561 + 972 = 7533

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Find the area of the region included between the parabolas y² = 4(7+ 1)(x +7+ 1), and y² = 4(7 + 1)(7+1 - x)

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The  area enclosed by the parabolas y² = 32(x + 8) and y² = -32(x - 6) is (64√3)/9.

We can start by simplifying the equations of the parabolas:

y² = 4(7 + 1)(x + 7 + 1)
y² = 4(7 + 1)(7 + 1 - x)

y² = 32(x + 8)
y² = -32(x - 6)

We can see that the parabolas are symmetrical with respect to the y-axis, so we only need to consider the region to the right of the y-axis. To find the points of intersection between the parabolas, we can set the right-hand sides of the equations equal to each other:

32(x + 8) = -32(x - 6)

Expanding and simplifying, we get:

64x + 256 = 192 - 32x
96x = -64
x = -2/3

So the parabolas intersect at x = -2/3. We can find the corresponding y-values by plugging this value of x into either equation:

y² = 32(x + 8)
y² = 32(-2/3 + 8)
y² = 256/3
y = ±(16√3)/3

So the points of intersection are (-2/3, (16√3)/3) and (-2/3, -(16√3)/3).

To find the area between the parabolas, we can integrate the difference between their y-values with respect to x:

A = ∫[0, -2/3] (16√3)/3 - (-16√3)/3 dx + ∫[-2/3, 0] (-16√3)/3 - (16√3)/3 dx
A = ∫[-2/3, 0] 32√3/3 dx
A = (32√3)/3 ∫[-2/3, 0] dx
A = (32√3)/3 [(0) - (-2/3)]
A = (64√3)/9

Therefore, the area enclosed by the parabolas y² = 32(x + 8) and y² = -32(x - 6) is (64√3)/9.

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A combination lock has 6 settings, where any digit from to can be selected for each setting, and any digit may be repeated. How many different numeric combination codes can be set on this lock

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There are 1,000,000 different numeric combination codes that can be set on this lock.

Given that a combination lock has 6 settings, and any digit from 0 to 9 can be selected for each setting with the possibility of repetition, the number of different numeric combination codes that can be set on this lock can be calculated as follows:

Your answer: There are 10 possible digits for each of the 6 settings (0-9). Since each setting is independent and any digit can be repeated, you can simply multiply the number of possibilities for each setting together.

Step 1: Determine the number of possibilities for each setting (0-9) which is 10.
Step 2: Multiply the number of possibilities for all 6 settings: 10 x 10 x 10 x 10 x 10 x 10.

This results in 1,000,000 different numeric combination codes that can be set on this lock.

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The ______ is stated to remind us that the observed results of a sample could be the result of random error.

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The margin of error is stated to remind us that the observed results of a sample could be the result of random error.

The statement that is used to remind us that the observed results of a sample could be the result of random error is the "margin of error".

The margin of error is a measure of the amount of random sampling error in a survey's results. It is usually reported alongside survey results as a plus or minus percentage.

The larger the margin of error, the less confident we can be in the accuracy of the survey results.

The margin of error helps us to understand that there is always some degree of uncertainty when we are trying to estimate population characteristics based on a sample.

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The common stock of CrisisGreat is expected to earn 18 percent in a recession, 7 percent in a normal economy, and lose 8 percent in a booming economy. The probability of a boom is 23 percent while the probability of a recession is 8 percent. What is the expected rate of return on this stock

Answers

The expected rate of return on the common stock of CrisisGreat is 4.43%.

How to find rate of return?

To calculate the expected rate of return on the stock of CrisisGreat, we need to use the formula:

Expected rate of return = (Probability of recession * Rate of return in recession) + (Probability of normal economy * Rate of return in normal economy) + (Probability of boom * Rate of return in boom)

Let's plug in the given values:

Expected rate of return = (0.08 * 0.18) + (0.69 * 0.07) + (0.23 * (-0.08))Expected rate of return = 0.0144 + 0.0483 - 0.0184Expected rate of return = 0.0443 or 4.43%

Therefore, the expected rate of return on the common stock of CrisisGreat is 4.43%.

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Suppose that n balls are tossed into n bins, where each toss is independent and the ball is equally likely to end up in any bin. What is the expected number of empty bins

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The expected number of empty bins when tossing n balls into n bins, with each toss being independent and equally likely, can be determined using the concept of probability.

Let's define the probability that a specific bin remains empty after n tosses as P(empty). Since each ball has n choices, there are n^n possible ways to distribute the balls. To find the probability that a specific bin is empty, we can consider the situation where balls can be tossed into the remaining n-1 bins, resulting in (n-1)^n possible distributions. Therefore, P(empty) = ((n-1)^n) / (n^n).

Now, to calculate the expected number of empty bins, we can use the concept of linearity of expectation. The expected value of the sum of random variables is equal to the sum of the expected values of the individual random variables. In this case, the random variables represent the empty status of each bin (1 if empty, 0 if not).

The expected number of empty bins is the sum of the probabilities of each bin being empty, which is n * P(empty). So, the expected number of empty bins = n * (((n-1)^n) / (n^n)).

Using this formula, you can determine the expected number of empty bins when n balls are tossed into n bins independently and with equal likelihood.

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