Test the claim that for the adult population of one town, the mean annual salary is given by µ=$30,000. Sample data are summarized as n=17, x(bar)=$22,298 and s=$14,200. Use a significance level of α=0. 5. Assume that a simple random sample has been selected from a normally distribted population

Answers

Answer 1

After testing the claim, the required t-statistic value will come out to be approximately -2.235.

it is given that,

Population mean annual salary is μ=$30000

Sample size is n=17

Sample mean annual salary is ¯x=$22298

Sample standard deviation of the salaries is s=$14200

Level of significance is α=0.05

To test the assertion that the mean annual salary for the adult population of one town is $30000, one must determine the test statistic.

The issue is determining whether the adult population of one town makes a mean annual wage of $30,000 or not. It shows that $30000 is taken as the mean annual salary under the null hypothesis. The alternative hypothesis, however, contends that the mean annual salary is not $30000.

The alternative hypothesis and the null are thus:

H0:μ=$30000

H0:μ≠$30000

Regarding the question, it has a small sample size and there is no known population standard deviation.

Consequently, is the proper test statistic as t-statistic.

The test statistic is determined as: assuming the null hypothesis is correct.

[tex]t= \frac{¯x−μ}{\frac{s}{√n} } \\ = \frac{22298 - 30000}{ \frac{14200}{ \sqrt{17} \\} } \\ = \frac{ - 7702 \sqrt{17} }{14200} \\ = - 2.236349[/tex]

or we can take the nearest decimals and it'll be -2.236. Thus, the value of the required t-statistic is approximately -2.236.

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Related Questions

Is anyone able to help me on this?? I need serious help! Thank ya!

Answers

Answer:

The function is f(x)=2x

Step-by-step explanation:

Since every single y is 2 times x, it will be 2x. This function just doubles whatever x you put in.

Answer:

Step-by-step explanation:

Those are coordinate points on a line but they are written in table form.

For the first point,  when x=1, y=2  (that's given from the table) but it's a point on the line (1, 2)

The next point (2,4),

(3,6) and so forth.

The format for a line is

y=mx+b (slope-intercept form)

or

[tex]y-y_{1} = m(x-x_{2})[/tex]   (point-slope form)

They did not give you the y-intercept (that's when x=0) in the chart.  You may have been able to figure it out by looking at the pattern but if not we will use the second formula, point slope form, because we know a point from the chart and we can find slope

[tex]slope=m=\frac{y_{2}- y_{1} }{x_{2}- x_{1} }[/tex]    

pick any 2 points from the chart to find slope.  I will pick (1,2) and (2,4)

[tex]m=\frac{4-2}{2-1 } =\frac{2}{1} =2[/tex]

Now that i know slope m=2  and i will pick (1,2) to plug into formula

[tex]y-y_{1} = m(x-x_{2})[/tex]

y-2=2(x-1)       distribute 2

y-2=2x-2          add 2 to both sides

y=2x

The function is increasing at a rate of 2 and the y-intercept is 0.

Identify the quadratic function(s). (Select all that apply). 3a - 7 = 2(7a - 3) y(y + 4) - y = 6 4b(b) = 0 (3x + 2) + (6x - 1) = 0

Answers

1.) [tex]y(y + 4) - y = 6[/tex] ✅Are Quadratic Functions.

2.)  [tex](3x + 2) + (6x - 1) = 0[/tex] ❌ Not a Quadratic Function.

3.) [tex]4b(b) = 0[/tex] ✅ Are Quadratic Functions.

4.) [tex]3a - 7 = 2 (7a - 3)[/tex] ❌ Not a Quadratic Function.

Answer:

A & C

Step-by-step explanation:

Got It right on edge.

If a=16π/3 radians, simplify the expression cos^−1(cos(a))

Answers

[tex]cos^−1(cos(a))[/tex]  simplifies to 4π/3 where identity [tex]cos(cos^−1(x)) = x[/tex]  is used which implies that on the off chance that we take the inverse cosine of the cosine of an angle, we'll get back the initial angle (within the run [0, π]).

to begin with, [tex]cos^−1(cos(a)) = a[/tex], in the event that a is within the range [0, π].

In any case, in this case, a = 16π/3 radians, which is more prominent than 2π (i.e., a full circle), so we got to bring it back into the range [0, π]. We will do this by subtracting 2π from an until it is within the run [0, π]:

a = 16π/3 - 2π = 10π/3

Directly, we are ready to utilize the character[tex]cos(cos^−1(x)) = x[/tex] once more to rearrange the expression:

[tex]cos^−1(cos(a)) = cos^−1(cos(10π/3)) = 10π/3 - 2π = 4π/3[/tex]

Therefore,[tex]cos^−1(cos(a))[/tex] simplifies to 4π/3. 

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Which of the following is a line-symmetric figure?

A.
A rectangle with the top right corner and bottom left corner removed on a dot grid.
B.
An arrow shape on a dot grid.
C.
A shape similar to a slanted
D.
An irregular quadrilateral on a dot grid.

Answers

Answer: B, An arrow

Step-by-step explanation: The arrow can be folded down the middle longways to match up

what are the intercepts of the equation

Answers

The intercepts of the equation 5x - 3y = -30 include the following:

x-intercept = (-6, 0).

y-intercept = (0, 10).

What is the x-intercept?

In Mathematics and Geometry, the x-intercept is the point at which the graph of a function crosses the x-coordinate (x-axis) and the value of "y" or y-value is equal to zero (0).

When the y-value = 0, the x-intercept can be calculated as follows;

5x - 3y = -30

5x - 3(0) = -30

5x = -30

x = -30/5

x = -6.

When the x-value = 0, the y-intercept can be calculated as follows;

5x - 3y = -30

5(0) - 3y = -30

3y = 30

y = 30/3

y = 10.

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Complete Question:

What are the intercepts of the equation 5x - 3y = -30?

At time t = 0, 22 identical components are tested. The lifetime distribution of each is exponential with parameter 1. The experimenter then leaves the test facility unmonitored. On his return 24 hours later, the experimenter immediately terminates the test after noticing that y = 14 of the 22 components are still in operation (so 8 have failed). Derive the mle of 1. [Hint: Let Y the number that survive 24 hours. Then Y ~ Bin(n, p). What is the mle of p? Now notice that p = P(X; 24), where x; is exponentially distributed. This relates a to p, so the former can be estimated once the latter has been.] (Round your answer to four decimal places.) â =

Answers

The MLE of λ = 1/p is:

â = 1/0.6364 = 1.5714 (rounded to four decimal places).

Let Y be the number of components that survive 24 hours. Then Y ~ Bin(22, p), where p is the probability that a component survives 24 hours. The maximum likelihood estimator (MLE) of p is the sample proportion of components that survive 24 hours, which is y/n = 14/22 = 0.6364.

Now, let X be the lifetime of a component, which is exponentially distributed with parameter λ = 1. Then the probability that a component survives 24 hours is P(X > 24) = e^(-24λ). Substituting λ = 1, we get p = e^(-24).

The likelihood function L(p) is then given by:

L(p) = (22 choose 14) * p^14 * (1-p)^8

Taking the natural logarithm of L(p), we get:

ln L(p) = ln(22 choose 14) + 14 ln p + 8 ln(1-p)

To find the MLE of p, we differentiate ln L(p) with respect to p and set the result to zero:

d/dp ln L(p) = 14/p - 8/(1-p) = 0

Solving for p, we get:

p = 14/22 = 0.6364

This is the same as the MLE of p we obtained earlier, which makes sense since p = e^(-24) is a function of the MLE of p.

Therefore, the MLE of λ = 1/p is:

â = 1/0.6364 = 1.5714 (rounded to four decimal places).

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Find the minimum of four even consecutive natural numbers whose sum is 204?

Answers

Let's call the smallest of the four even consecutive natural numbers "x".

Since the numbers are even, we know that the next three even consecutive numbers are x+2, x+4, and x+6.

The sum of these four numbers is 204:

x + (x+2) + (x+4) + (x+6) = 204

Simplifying the left side:

4x + 12 = 204

Subtracting 12 from both sides:

4x = 192

Dividing both sides by 4:

x = 48

So the smallest of the four even consecutive natural numbers is 48.

The next three even consecutive numbers are 50, 52, and 54.

Therefore, the minimum of the four even consecutive natural numbers whose sum is 204 is 48.

Answer:

48

Step-by-step explanation:

natural even numbers have a difference of 2 between them

let n be the minimum number , then the next 3 are

n + 2, n + 4, n + 6

sum the 4 numbers and equate to 204

n + n + 2 + n + 4 + n + 6 = 204

4n + 12 = 204 ( subtract 12 from both sides )

4n = 192 ( divide both sides by 4 )

n = 48

the 4 numbers are then 48, 50, 52, 54

with the minimum being 48

There is a jar with 10 nickels and 5 dimes. If two coins are chosen at random. what is the probability of choosing first a nickel and then a dime?

Answers

Answer: you would have a 75% chance

12X-25=96 and solve for x

Answers

To solve the equation 12x - 25 = 96 for x, we need to isolate x on one side of the equation. We can do this by adding 25 to both sides of the equation to get:

12x = 121

Then, we can solve for x by dividing both sides of the equation by 12:

x = 10.083

Therefore, the solution to the equation 12x - 25 = 96 is x = 10.083.

A necklace is to be created that contains only square shapes, circular shapes, and triangular shapes. A total of 180 of these shapes with be strung on the necklace in the following sequence: 1 square, 1 circle, 1 triangle, 2 squares, 2 circles, 2 triangles, 3 squares, 3 circles, 3 triangles with the number of each shape type increasing by one every time a new group of shapes is placed. Once the necklace is completed, how many of each shape would the necklace contain?

Answers

If total of 180 of these shapes with be strung on the necklace, the necklace contains 30 squares, 30 circles, and 30 triangles.

The sequence of shapes in the necklace follows a pattern of increasing the number of shapes in each group by one, starting with one shape of each type in the first group. This means that the necklace will contain 1+2+3=6 shapes in each group, and there are a total of 180 shapes.

To find the number of each shape in the necklace, we need to determine the number of groups in the necklace. Since there are 6 shapes in each group, we can divide the total number of shapes by 6 to get the number of groups:

180 shapes ÷ 6 shapes/group = 30 groups

This means that there are 30 groups of shapes in the necklace. Within each group, there is one square, one circle, and one triangle. Therefore, the total number of each shape in the necklace is:

1 square/group × 30 groups = 30 squares

1 circle/group × 30 groups = 30 circles

1 triangle/group × 30 groups = 30 triangles

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Please Help
>
Thank you
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The cats in the nearby neighborhood are having a population boom with various size cats.
In a population where 30 percent of the population is found to be greater than 4.5 kilograms, what percent of the population is likely greater than 5 kilograms?
Thanks!

Answers


To find the percent of the population that is likely greater than 5 kilograms, we need to determine the relationship between the given information and the desired result. However, we do not have enough information to directly calculate the percentage of cats weighing more than 5 kilograms based on the given data.

It is essential to have more details, such as the distribution of weights or a specific correlation between the two weight ranges (greater than 4.5 kg and greater than 5 kg), to provide an accurate answer to your question.

In summary, with the current information available, we cannot determine the percent of the cat population that is likely greater than 5 kilograms.

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For the system shown below, what is the value of z?

Answers

The value of z on the system of equations is given as follows:

D. 4.

How to obtain the value of z?

The system of equations in the context of this problem is defined as follows:

y = -2x + 14.3x - 4z = 2.3x - y = 16.

Replacing the first equation into the third equation, the value of x is obtained as follows:

3x - (-2x + 14) = 16

3x + 2x - 14 = 16

5x = 30

x = 6.

Replacing x = 6 onto the second equation, the value of z is obtained as follows:

3(6) - 4z = 2

18 - 4z = 2

4z = 16

z = 4.

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Try Again The red blood cell counts (in 109 cells per microliter) of a healthy adult measured on 6 days are as follows. 53, 49, 54, 51, 48, 51 Send data to calculator Find the standard deviation of this sample of counts. Round your answer to two decimal places. (if necessary, consult a list of formulas.) 1.95 х 5 ?

Answers

The standard deviation of this sample of counts is 2.07.

To find the standard deviation of this sample of counts, we first need to calculate the mean (average) of the counts. Adding up all of the counts and dividing by 6, we get:
[tex]= (\frac{53 + 49 + 54 + 51 + 48 + 5)}{6})[/tex]
So the mean is 51.

Now we can calculate the variance, which measures how spread out the data is from the mean. We do this by finding the average of the squared differences between each count and the mean:

[tex]\frac{(53 - 51)^{2}+ (49 - 51)^{2}+(54 - 51)^{2}+(51 - 51)^{2}+(48 - 51)^{2}+ (51 - 51)^{2}}{6} = 4.3[/tex]

The variance is 4.3. To get the standard deviation, we take the square root of the variance:
[tex]\sqrt{4.3}=2.07[/tex] .

So the standard deviation of this sample of counts is 2.07.

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Consider a world with 10 countries. Each country must select its level of abatement of pollution zi, which is a continuously defined variable. The cost of abatement C(zi) for any country i depends upon the abatement effort thatcountry exerts and is given by C(zi) = 50 z? where i E {1, ..., 10}. The benefit that i gets on pollution abatement depends upon the total level of abatement by all countries and is given by B;(Z) = 10 Z – 0.005Z2 where 2 = k zk and i E {1,...,10}. The payoff for each country i is given by Ti = = B;(Z) – C(zi) Based on the above information, you are required to complete the following tasks a) What is the resulting level of abatement zi for each country if all act in their self- interest? b) Now assume that the countries cooperate to maximize the following collective pay-off 10 10 II = B;(Z) - C(zi). ) i=1 i=1 where B; and C have the same expressions as given previously. What are the new levels of abatement? c) Does cooperation result in a Pareto improvement in thiscase? Calculate the magnitude of efficiency gain obtained from full cooperation.

Answers

a. If all countries act in their self-interest, each country will choose a level of abatement zi = 99.50.

b. We conclude that there is no level of abatement that maximizes the collective payoff.

c. There is no efficiency gain from full cooperation.

What is differentiation?

A derivative of a function with respect to an independent variable is what is referred to as differentiation. Calculus's concept of differentiation can be used to calculate the function per unit change in the independent variable.

(a) If all countries act in their self-interest, they will choose the level of abatement zi that maximizes their own payoff Ti. To find this level, we need to differentiate Ti with respect to zi and set the result equal to zero:

dTi/dzi = d(B;(Z) – C(zi))/dzi = d(B;(Z))/dZ * dZ/dzi - d(C(zi))/d(zi) = 10 - 0.01Zi - 50zi

Setting this expression equal to zero, we get:

10 - 0.01Zi - 50zi = 0

Solving for Zi, we get:

Zi = (10 - 0.01Zi)/50

Zi = 0.2 - 0.002Zi

Zi = 0.2/(1 + 0.002)

Zi = 99.50

Therefore, if all countries act in their self-interest, each country will choose a level of abatement zi = 99.50.

(b) If the countries cooperate to maximize the collective payoff, they will jointly choose the level of abatement that maximizes the expression:

II = B;(Z) - C(zi)

To find the optimal level of abatement, we need to differentiate II with respect to zi and set the result equal to zero:

dII/dzi = d(B;(Z))/dZ * dZ/dzi - d(C(zi))/d(zi) = 10 - 0.01Z - 50zi

Setting this expression equal to zero, we get:

10 - 0.01Z - 50zi = 0

Solving for Zi, we get:

Z = (10 - 50zi)/0.01

Z = 1000 - 5000zi

Substituting this expression for Z into the expression for zi, we get:

zi = 0.2 - 0.002(1000 - 5000zi)

zi = 0.2 - 2 + 10zi

11.8zi = -2

zi = -0.17

This result is not physically meaningful since zi must be non-negative. Therefore, we conclude that there is no level of abatement that maximizes the collective payoff.

(c) Since there is no level of abatement that maximizes the collective payoff, cooperation does not result in a Pareto improvement in this case. There is no efficiency gain from full cooperation.

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PLSSS HELP IF YOU TRULY KNOW THISSS

Answers

Is A infinite solution
i’ll have a go but sorry if i’m wrong

firstly, expand the bracket 2(2+3x). multiply everything inside the bracket by 2 and get 4+6x.

put that in the equation:

6x+4=4+6x

put all the x’s on one side and the numbers on the other

6x-6x=4-4
0=0

there are no solutions (i think….)

A scarf sells for $52.50. The market price of the scarf was $75.00. What was the percentage discounted from the scarf.

Answers

Answer:

30%

Step-by-step explanation:

We Know

The market price of the scarf was $75.00

A scarf sells for $52.50

What was the percentage discounted from the scarf?

We Take

100% - (52.50 ÷ 75.00) · 100 = 30%

So, the percentage discounted from the scarf is 30%

determine whether or not the given procedure results in a binomial distribution. if not, identify which condition is not met. rolling a six-sided die 74 times and recording the number of odd numbers rolled.

Answers

The given procedure does result in a binomial distribution. This is because it meets the necessary conditions for a binomial distribution:

1. Fixed number of trials: There are 74 trials (rolling the die 74 times).
2. Two outcomes: The outcome of each roll is either odd (success) or even (failure).
3. Independent trials: The outcome of one roll does not affect the outcome of any other roll.
4. Constant probability: The probability of rolling an odd number remains the same for each roll (1/2, since there are 3 odd numbers out of 6 sides).'

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Please need help with #8 & 9, need urgent help,thank you!8. Suzanne told her friend Johnny that he needed to know for the calculus test that the derivative of a cubic function will always be a quadratic function. Is Suzanne correct? Explain why or why not

Answers

Suzanne is correct in stating that the derivative of a cubic function will always be a quadratic function.

Suzanne's statement is correct. A cubic function is a function of the form [tex]f(x) = ax^3 + bx^2 + cx + d[/tex], where a, b, c, and d are constants.

To find its derivative, we need to differentiate each term of the function with respect to x. The derivative of a constant term d is 0, so we can ignore it. We have:

[tex]f'(x) = 3ax^2 + 2bx + c[/tex]

As we can see, the derivative of a cubic function is a quadratic function of the form g(x) = [tex]3ax^2 + 2bx + c[/tex].

Therefore, Suzanne is correct.

Recall that a cubic function is a function of the form[tex]f(x) = ax^3 + bx^2 + cx + d,[/tex]

where a, b, c, and d are constants.

To find the derivative of this function, we need to differentiate each term with respect to x.

The derivative of a constant term d is 0, so we can ignore it.

Applying the power rule of differentiation, we get:

[tex]f'(x) = 3ax^2 + 2bx + c[/tex]

As we can see, the derivative of a cubic function is a quadratic function of the form g(x) = [tex]3ax^2 + 2bx + c.[/tex]

Therefore, Suzanne is correct in stating that the derivative of a cubic function will always be a quadratic function.

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A thin plate is in state of plane stress and has dimensions of 8 in. in the x direction and 4 in. in the y direction. The plate increases in length in the x direction by 0.0016 in. and decreases in the y direction by 0.00024 in. Compute Ox and Oy to cause these deformations. E = 29 x 106 psi and v = 0.30.

Answers

To compute the values of Ox and Oy required to cause the given deformations, we can use the following equations:

εx = (1/E) * (σx - v*σy)
εy = (1/E) * (σy - v*σx)


Where εx and εy are the strains in the x and y directions, σx and σy are the stresses in the x and y directions, E is the modulus of elasticity, and v is the Poisson's ratio.

We can assume that the plate is subjected to equal and opposite stresses in the x and y directions, such that σx = -σy = σ. Therefore, we can write:

εx = (1/E) * (σ + v*σ) = (1/E) * (1+v) * σ
εy = (1/E) * (-σ + v*σ) = (1/E) * (v-1) * σ

Using the given dimensions and deformations, we can calculate the strains:

εx = ΔLx/Lx = 0.0016/8 = 0.0002
εy = -ΔLy/Ly = -0.00024/4 = -0.00006

Substituting these values into the equations above, we can solve for σ and then for Ox and Oy:

σ = (εx * E)/(1+v) = (0.0002 * 29e6)/(1+0.30) = 4795 psi

Ox = σ*t = 4795 * 8 = 38360 lb/in
Oy = -σ*t = -4795 * 4 = -19180 lb/in

Therefore, the values of Ox and Oy required to cause the given deformations are 38360 lb/in and -19180 lb/in, respectively.

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Which set of numbers would be found on the left of 4 on the number line

Answers

Answer:

Step-by-step explanation:

Negtive 1

Negtive 2

Negtive 3

Negtive 4

The speed with which utility companies can resolve problems is very important. GTC, the Georgetown Telephone Company, reports it can resolve customer problems the same day they are reported in 75% of the cases. Suppose the 13 cases reported today are representative of all complaints.How many of the problems would you expect to be resolved today? (Round your answer to 2 decimal places.)What is the standard deviation? (Round your answer to 4 decimal places.)What is the probability 10 of the problems can be resolved today? (Round your answer to 4 decimal places.)What is the probability 10 or 11 of the problems can be resolved today? (Round your answer to 4 decimal places.)What is the probability more than 8 of the problems can be resolved today? (Round your answer to 4 decimal places.)

Answers

The expected number of problems to be resolved today is 10, the standard deviation is 1.3693, the probability that 10 problems can be resolved today is 0.2146, the probability that 10 or 11 problems can be resolved today is 0.3246, and the probability that more than 8 problems can be resolved today is 0.816.

To answer these questions, we will use the binomial distribution since we are dealing with a fixed number of independent trials (the 13 cases reported) with only two possible outcomes (resolved or not resolved).

Let's start with the first question:

Expected number of problems resolved today:

E(X) = n * p = 13 * 0.75 = 9.75

So we would expect about 9.75 problems to be resolved today, but since we cannot have a fraction of a problem, we should round this to 10.

Now let's move on to the second question:

Standard deviation:

σ = sqrt(np(1-p)) = sqrt(13 * 0.75 * 0.25) = 1.3693 (rounded to 4 decimal places).

For the third question:

Probability that 10 of the problems can be resolved today:

P(X=10) = (13 choose 10) * (0.75)^10 * (1-0.75)^(13-10) = 0.2146 (rounded to 4 decimal places).

For the fourth question:

Probability that 10 or 11 of the problems can be resolved today:

[tex]P(X=10 or X=11) = P(X=10) + P(X=11) = (13 choose 10) * (0.75)^10 * (1-0.75)^(13-10) + (13 choose 11) * (0.75)^11 * (1-0.75)^(13-11) = 0.3246 (rounded to 4 decimal places).[/tex]

For the fifth question:

Probability that more than 8 of the problems can be resolved today:

P(X>8) = 1 - P(X<=8) = 1 - (P(X=0) + P(X=1) + ... + P(X=8))

[tex]= 1 - ∑(13 choose i) * (0.75)^i * (1-0.75)^(13-i), for i=0 to 8.[/tex]

= 1 - 0.0003 - 0.0033 - 0.0191 - 0.0672 - 0.1562 - 0.2529 - 0.2897 - 0.2072 - 0.0881

= 0.816 (rounded to 4 decimal places).

Therefore, the probability more than 8 of the problems can be resolved today is 0.816 (rounded to 4 decimal places).

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One angle of a triangle measures 100°. The other two angles are in a ratio of 5:11. What are the measures of those two angles?

Answers

Answer:

Step-by-step explanation:

Let x be the measure of the smaller angle, and y be the measure of the larger angle. Then we know that:

   x + y + 100 = 180, since the sum of the angles in a triangle is 180 degrees.

   y/x = 11/5, since the other two angles are in a ratio of 5:11.

We can use the second equation to solve for y in terms of x:

y/x = 11/5

y = 11x/5

Substituting this into the first equation, we get:

x + (11x/5) + 100 = 180

Multiplying both sides by 5, we get:

5x + 11x + 500 = 900

16x = 400

x = 25

Therefore, the smaller angle measures 25 degrees, and the larger angle measures:

y = 11x/5 = 11(25)/5 = 55

So the two angles are 25 degrees and 55 degrees.

To check this make sure the sum of all the angles is 180.

55+25+100=180

Write a Ratio

Samantha has 6 apples and 5 bananas in a fruit basket.

RATIOS

as a fraction using a colon

with words

apples to

bananas

bananas to

total fruit

total fruit to

apples

5 to 11

6:5

5:11

6 to 5

5

11

11

6

Un lo

11:6

11 to 6

Answers

In a case whereby Samantha has 6 apples and 5 bananas in a fruit basket,the ratio of apple to banana is 6:5, the ratio of banana to total fruit is 5:11

How can the rato be calculated?

A ratio can be desribed as the the quantitative relation that is been established when dealing with two amounts showing the number of times onethe first value contains  compare to another value.

It should be noted that the total number of the fruit is (6+5)= 11

the ,the ratio of apple to banana is 6:5, the ratio of banana to total fruit is 5:11  

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The hits to a Web site occur at the rate of 12 per minute between 7:00 P.M. and 9:00 P.M. The random variable X is the number of hits to the Web site between 8:14 P.M. and 8:43 P.M. State the values of lambda and t for this Poisson process.

Answers

T = 29 minutes.

The rate of hits per minute is 12, and the time interval of interest is from 8:14 P.M. to 8:43 P.M., which is 29 minutes. However, we need to adjust for the fact that the Poisson process is occurring within a larger time frame (7:00 P.M. to 9:00 P.M.).

To do this, we can find the proportion of time between 8:14 P.M. and 8:43 P.M. relative to the entire 2-hour period between 7:00 P.M. and 9:00 P.M.:

(29 minutes) / (2 hours × 60 minutes per hour) = 0.2417

So, the expected number of hits within the interval from 8:14 P.M. to 8:43 P.M. is:

lambda = (0.2417)(12 hits per minute) = 2.901

Thus, lambda = 2.901 hits per 29-minute period.

The value of t for this Poisson process is the length of the time interval we are interested in, which is:

t = 29 minutes.

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A study conducted at Virginia Commonwealth University in Richmond indicates that many older individuals can shed insomnia through psychological training. A total of 72 insomnia sufferers averaging age 67 years old completed eight weekly sessions of cognitive-behavior therapy. After the therapy, 22 participants enjoyed a substantially better night’s sleep. Calculate the sample proportion of insomnia sufferers who did not enjoy a better night’s sleep after the therapy. Round your answer to three decimal places, if necessary.

Answers

The sample proportion of insomnia sufferers who did not enjoy a better night's sleep after the therapy is 0.694 (rounded to three decimal places).


We calculate the sample proportion of insomnia sufferers who did not enjoy a better night's sleep after the therapy. Here are the steps to find the answer:

1. Determine the total number of participants in the study (n): 72 insomnia sufferers.
2. Determine the number of participants who enjoyed a better night's sleep after the therapy: 22 participants.
3. Subtract the number of participants who enjoyed a better night's sleep from the total number of participants to find the number of participants who did not enjoy a better night's sleep: 72 - 22 = 50 participants.
4. Calculate the sample proportion (p) of insomnia sufferers who did not enjoy a better night's sleep after the therapy by dividing the number of participants who did not enjoy a better night's sleep by the total number of participants: p = 50 / 72.
5. Round the answer to three decimal places, if necessary: p ≈ 0.694.

Your answer: The sample proportion of insomnia sufferers who did not enjoy a better night's sleep after the therapy is approximately 0.694.

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or
Solve for f in the proportion.

5
11
=
f
44


f =

Answers

The value of f in the proportion is,

f = 20

We have to given that;

Proportion is,

⇒ 5 / 11 = f / 44

Now, We can simplify as;

⇒ 5 / 11 = f / 44

⇒ 5 x 44 / 11 = f

⇒ 5 x 4 = f

⇒ f = 20

Thus, The value of f in the proportion is,

f = 20

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The value of f from 5/11 = f/44 is 20.

We have,

5 /11 = f /44

Using proportion we get

5 x 44 = 11 x f

5 x 44 /11 = f

5 x 4 = f

f = 20

Thus, the value of f is 20.

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A baseball team plays in a stadium that holds 52,000 spectators. With ticket prices at $10, the average attendance had been 49,000. When ticket prices were lowered to $8, the average attendance rose to 51,000. (a) Find the demand function (price p as a function of attendance x), assuming it to be linear. p(x) = Correct: Your answer is correct. (b) How should ticket prices be set to maximize revenue? (Round your answer to the nearest cent.) $

Answers

a) The demand function is p(x) = -0.001x + 59.

b) The ticket prices should be set to approximately $29.50 to maximize revenue.

(a) To find the demand function, we will use the two given points: (49,000 spectators, $10) and (51,000 spectators, $8). We can find the slope (m) and the y-intercept (b) for the linear function p(x) = mx + b.

The slope formula is (y2 - y1) / (x2 - x1). Using the given points, we get:

m = (8 - 10) / (51,000 - 49,000) = -2 / 2,000 = -0.001

Now, we can use one of the points to find the y-intercept (b). Let's use (49,000 spectators, $10):

10 = -0.001 * 49,000 + b
b = 10 + 0.001 * 49,000 = 10 + 49 = 59

So, the demand function is p(x) = -0.001x + 59.

(b) To maximize revenue, we need to find the price that results in the highest product of price and attendance. Revenue (R) = p(x) * x. Therefore, R(x) = (-0.001x + 59) * x. To find the maximum, we can take the derivative of R(x) with respect to x and set it equal to zero:

dR/dx = -0.002x + 59 = 0

Solving for x, we get:

x = 59 / 0.002 = 29,500 spectators

Now, we can plug this value into the demand function to find the optimal ticket price:

p(29,500) = -0.001 * 29,500 + 59 ≈ $29.50

So, the ticket prices should be set to approximately $29.50 to maximize revenue.

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A service station owner sells Goodroad tires, which are ordered from a local tire distributor. The distributor receives tires from two plants, A and B. When the owner of the service station receives an order from the distributor, there is a .50 probability that the order consists of tires from plant A or plant B. However, the distributor will not tell the owner which plant the tires come from. The owner knows that 20% of all tires produced at plant A are defective, whereas only 10% of the tires produced at plant B are defective. When an order arrives at the station, the owner is allowed to inspect it briefly. The owner takes this opportunity to inspect one tire to see if it is defective. If the owner believes the tire came from plant A, the order will be sent back. Determine the probability that a tire is from plant A, given that the owner finds that it is defective.

Answers

The probability that a tire is from plant A, given that the owner finds that it is defective, is 0.67 or 67%.

Let A be the event that the tire comes from plant A, and D be the event that the tire is defective. We want to find P(A|D), the probability that the tire comes from plant A, given that it is defective.

Using Bayes' theorem, we have:

P(A|D) = P(D|A) * P(A) / P(D)

We know that P(D|A) = 0.20, the probability that a tire from plant A is defective, and P(D|B) = 0.10, the probability that a tire from plant B is defective.

We also know that P(A) = P(B) = 0.50, the probability that an order consists of tires from plant A or plant B.

To find P(D), we use the law of total probability:

P(D) = P(D|A) * P(A) + P(D|B) * P(B)

= 0.20 * 0.50 + 0.10 * 0.50

= 0.15

Now we can substitute these values into Bayes' theorem:

P(A|D) = P(D|A) * P(A) / P(D)

= 0.20 * 0.50 / 0.15

= 2/3

= 0.67 (rounded to two decimal places)

Therefore, the probability that a tire is from plant A, given that the owner finds that it is defective, is 0.67 or 67%.

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Prove that 2^n > n^2 if n is an integer greater than 4

Answers

From the principal mathematical induction, the inequality, 2ⁿ > n², where n belongs to integers, is true for all integers greater than four, i.e., n > 4.

We have to prove the inequality 2ⁿ > n², for all integer greater than 4. For this we use mathematical induction method. The principle of mathematical induction is one of method used in mathematics to prove that a statement is true for all natural numbers.

Step 1 : first we consider case first for n= 5 , here 2⁵ = 32 and 5² = 25, so 2⁵ > 5²

Thus it is true for n = 5.

Step 2 : Now suppose it's true for some integer k such that n≤ k, that is 2ᵏ > k²--(1)

Step 3 : Now, we have to prove it's true for n = k + 1. So, 2ᵏ⁺¹ = 2ᵏ. 2

2ᵏ⁺¹ = 2ᵏ.2 > 2k² ( since, 2ᵏ > k² )

> 2k² = k² + k²

> k² + 2k + 1 ( since, k² > 2k + 1 ,k > 3)

> ( k +1)² = k² + 2k + 1

=> 2ᵏ⁺¹ > (k+1)²

So, we proved it for n = k + 1. Hence, this theorem is true for all n.

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FILL IN THE BLANK. Let y=tan(4x + 6). = Find the differential dy when x = 4 and dx = 0. 2 ____ Find the differential dy when x = 4 and dx = 0. 4 = ____ Let y = 3x² + 5x +4. - Find the differential dy when x = 5 and dx = 0. 2 ____ Find the differential dy when x = 5 and dx = 0. 4 ____ Let y=4√x. Find the change in y, ∆y when x = 2 and ∆x = 0. 3 ____ Find the differential dy when x = 2 and dx = 0. 3 ____

Answers

The differential dy for y = tan(4x + 6) when x = 4 and dx = 0.2 is 3.22, the differential dy for y = 3x² + 5x + 4 when x = 5 and dx = 0.2 is 30.20, and the change in y [tex]∆y[/tex] for y = [tex]4√x[/tex] when x = 2 and[tex]∆x = 0.3 is 0.848[/tex].

To find the differential of a function, we use the derivative, which is defined as the limit of the ratio of the change in y to the change in x as the change in x approaches zero. The differential dy is then given by the product of the derivative and the change in x, or simply dy = f'(x) dx.

For the function y = tan(4x + 6), we can find the derivative as follows: f'(x) = sec²(4x + 6) * 4 = 4 sec²(4x + 6) Substituting x = 4 and dx = 0.2, we get: dy = f'(4) * 0.2 = 4 sec²(22) * 0.2. Rounding to two decimal places, we get dy = 3.22.

For the function y = 3x² + 5x + 4, we can find the derivative as follows: f'(x) = 6x + 5 Substituting x = 5 and dx = 0.2, we get: dy = f'(5) * 0.2 = 6(5) + 5 * 0.2 Rounding to two decimal places, we get dy = 30.20.

For the function y = [tex]4√x[/tex], we can find the derivative as follows: f'(x) = 2/√x Substituting x = 2 and[tex]∆x = 0.3[/tex], we get: ∆y = f'(2) *[tex]∆x = 2/√2 * 0.3 = 0.848[/tex] Rounding to three decimal places, we get [tex]∆y = 0.848[/tex].

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