From the sample statistics, find the value of -, the point estimate of the difference of proportions. Unless otherwise indicated, round to the nearest thousandth when necessary. n1 = 100 n2 = 100 = 0.12 = 0.1 A. 0.22 B. none of these C. 0.02 D. 0.012 E. 0.002

Answers

Answer 1

The value of - (the point estimate of the difference of proportions) is 0.02. Option C (0.02) is the correct answer.

To find the value of the point estimate of the difference of proportions, we need to subtract the sample proportion of one group from the sample proportion of the other group.

Let's denote the sample proportion of group 1 as p1 and the sample proportion of group 2 as p2. Then, the point estimate of the difference of proportions can be calculated as:

^p1 - ^p2

where ^p1 = 0.12 and ^p2 = 0.1 (as given in the question).

Substituting the values, we get:

^p1 - ^p2 = 0.12 - 0.1 = 0.02


It is important to note that this is just a point estimate based on the given sample statistics, and the true difference of proportions in the population may differ. We can calculate a margin of error and construct a confidence interval to estimate the range in which the true difference of proportions may lie.

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Related Questions

GCF of 30xy^5 and 25x^2

Answers

Answer:

GCF=5x

Step-by-step explanation:

To find the GCF of 30xy^5 and 25x^2, we can start by breaking down each term into its prime factors:

30xy^5 = 2 * 3 * 5 * x * y^5

25x^2 = 5^2 * x^2

Next, we identify the common factors in both terms:

Both terms have a factor of 5.

Both terms have a factor of x.

To find the GCF, we take the product of the common factors:

GCF = 5 * x

Therefore, the GCF of 30xy^5 and 25x^2 is 5x.

Two concentric circles form a target. The radii of the two circles measure 8 cm and 4 cm. The inner circle is the bullseye of the target. A point on the target is randomly selected.

What is the probability that the randomly selected point is in the bullseye?

Enter your answer as a simplified fraction

Answers

The probability that the randomly selected points is in the bullseye is 1/4

What is a concentric circles?

Concentric circles are circles with the same or common center.

To calculate the probability that the randomly selected points is in the bullseye, we use the formula below

Formula:

P = r²/R²............................. Equation 1

Where:

r = Radius of the inner cencentric circleR = Radius of the outer circle P = Probability that the selected point is in the bullseye

From the question,

Given:

R = 8 cmr = 4 cm

Substitute these values into equation 1

P = 4²/8²P = 16/64P = 1/4

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Please prove7. A bowl contains 9 marbles, each of which is red, blue or green. Show that at least 3 of these marbles are red, 3 are blue or 5 are green.

Answers

The probability that they are all of different colors when a bag contains 9 marbles is 9/28.

Probability refers to potential. A random event's occurrence is the subject of this area of mathematics. The range of the value is 0 to 1. Mathematics has included probability to forecast the likelihood of certain events. The degree to which something is likely to happen is basically what probability means. You will understand the potential outcomes for a random experiment using this fundamental theory of probability, which is also applied to the probability distribution.

Total number of marbles=9

Number of red marbles=3

Number of blue marbles=3

Number of yellow marbles=3

Three marbles are  selected from the bag at random probability that they are all different color:

[tex]\frac{^3C_1*^3C_1*^3C_1}{^9C_3} = \frac{9}{28}[/tex].

Therefore, the probability that they are all of different colors is 9/28.

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Complete question:

A bag contains 9 marbles, 3 of which are red, 3 of which are blue, and 3 of which are yellow. If three marbles are selected from the bag at random, what is probability that they are all of different colors?

The conclusion is that in a bowl containing 9 marbles, at least 3 of them are red, at least 3 are blue, or at least 5 are said to be green.

What ae the marbles?

The use of Pigeonhole Principle to prove the statement will be done in this question.

The Pigeonhole Principle is one that states that if there are more pigeons than pigeonholes, then at least one pigeonhole needs to have  more than one pigeon.

So lets assume for contradiction that there are not at least 3 red marbles, 3 blue marbles, or 5 green marbles.

Case 1: There are fewer than 3 red marbles.

If less than 3 red marbles, then max 2 red marbles. 9 - 2 = 7 marbles left. 7 marbles: blue/green. With more than 3 marbles and assumed 2 red marbles, it violate the Pigeonhole Principle.

Case 2: There are fewer than 3 blue marbles.

If 3 blue marbles, then max 2 blue marbles. 9-2=7 marbles left, red or green. "More marbles than pigeonholes - against the Pigeonhole Principle."

Case 3: There are fewer than 5 green marbles.

5 green marbles, 4 green marbles. We have more marbles than pigeonholes,  so against the Pigeonhole Principle.

So, there is  contradiction in all 3 cases, our initial assumption that there are not at least 3 red marbles, 3 blue marbles, or 5 green marbles have to be  false.

So, we can say that in a bowl containing 9 marbles, at least 3 of them are red, at least 3 are blue, or at least 5 are green.

Another is:

Total number of marbles=9

Number of red marbles=3

Number of blue marbles=3

Number of yellow marbles=3

So, the probability that they are all of different colors is 9/28.

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Whats the answer to my questions ?

Answers

Answer:

a scale factor of 1.5 means the shape expands by a factor of 1.5

Step-by-step explanation:

to draw your new expanded shape, list the 3 coordinates. Multiply each x an y value by 1.5. Your shape should stay the same just get larger

Solve the following differential equation: (x² + y² + xy) dx + (xY) dy = 0 +

Answers

The solution to the given differential equation is:

[tex]$\frac{1}{2}x^4y + \frac{2}{3}x^3y^2 = C$[/tex]

To solve the given differential equation:

[tex]$(x^2 + y^2 + xy)dx + (xy)dy = 0$[/tex]

We will first check whether this is an exact differential equation or not.

[tex]$\frac{\partial M}{\partial y} = \frac{\partial }{\partial y}(x^2 + y^2 + xy) = 2y + x$[/tex]

[tex]$\frac{\partial N}{\partial x} = \frac{\partial }{\partial x}(xy) = y$[/tex]

Since [tex]$\frac{\partial M}{\partial y} \neq \frac{\partial N}{\partial x}$[/tex], this is not an exact differential equation.

Next, we will check if this differential equation is solvable using an integrating factor.

[tex]$\frac{1}{xy}(x^2 + y^2 + xy)dx + dy = 0$[/tex]

Let us assume the integrating factor as [tex]$u = u(x)$[/tex]

Multiplying both sides of the differential equation with the integrating factor, we get:

[tex]$\frac{1}{y}(x^2 + y^2 + xy)u(x)dx + u(x)dy = 0$[/tex]

Now, we can see that this is an exact differential equation.

[tex]$\frac{\partial }{\partial y}\left(\frac{1}{y}(x^2 + y^2 + xy)u(x)\right) = \frac{xu(x)}{y}$[/tex]

[tex]$\frac{\partial }{\partial x}\left(u(x)\right) = \frac{xu(x)}{y}$[/tex]

Solving this differential equation, we get:

[tex]$\ln |u(x)| = \frac{1}{2}\ln(x^2y^2) = \ln(xy)$[/tex]

[tex]$u(x) = xy$[/tex]

Multiplying the integrating factor to the original differential equation, we get:

[tex]$(x^3y + x^2y^2 + x^2y^2)dx + (x^2y^2)dy = 0$[/tex]

[tex]$(x^3y + 2x^2y^2)dx + (x^2y^2)dy = 0$[/tex]

This is now an exact differential equation and can be solved by finding the potential function:

[tex]$\frac{\partial }{\partial x}\left(\frac{1}{2}x^4y + \frac{2}{3}x^3y^2\right) = x^3y + 2x^2y^2$[/tex]

[tex]$\frac{\partial }{\partial y}\left(\frac{1}{2}x^4y + \frac{2}{3}x^3y^2\right) = x^2y^2$[/tex]

Therefore, the potential function is [tex]$\frac{1}{2}x^4y + \frac{2}{3}x^3y^2 = C$[/tex], where C is the constant of integration.

Hence, the solution to the given differential equation is:

[tex]$\frac{1}{2}x^4y + \frac{2}{3}x^3y^2 = C$[/tex]

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13. Solve the following system of linear equations by substitution, elimination or by vraphing: y = 3x - 1 8x - 2y = 14

Answers

To solve the system of linear equations:

y = 3x - 1
8x - 2y = 14

We can use either the substitution or elimination method.

Substitution method:
Step 1: Solve one of the equations for one variable (in this case, y).
y = 3x - 1
Step 2: Substitute the expression for y into the other equation.
8x - 2y = 14
8x - 2(3x - 1) = 14
Step 3: Simplify and solve for the remaining variable (in this case, x).
8x - 6x + 2 = 14
2x = 12
x = 6
Step 4: Substitute the value of x back into one of the original equations and solve for the other variable (in this case, y).
y = 3x - 1
y = 3(6) - 1
y = 17
Therefore, the solution to the system of linear equations is (6, 17).

Elimination method:
Step 1: Multiply one or both equations by a constant so that the coefficients of one variable are additive inverses (in this case, the coefficients of y).
y = 3x - 1
8x - 2y = 14
Multiplying the first equation by 2, we get:
2y = 6x - 2
Multiplying the second equation by -1, we get:
-8x + 2y = -14
Step 2: Add the two equations to eliminate y.
-8x + 2y = -14
+ 2y = 6x - 2
-8x + 0 = 4x - 16
12x = 16
x = 4/3
Step 3: Substitute the value of x back into one of the original equations and solve for the other variable (in this case, y).
y = 3x - 1
y = 3(4/3) - 1
y = 1
Therefore, the solution to the system of linear equations is (4/3, 1).

Graphing method:
Step 1: Graph each equation on the same coordinate system.
y = 3x - 1 is a line with slope 3 and y-intercept -1.
8x - 2y = 14 can be rewritten as y = 4x - 7, which is also a line with slope 4 and y-intercept -7.
Step 2: Determine the point of intersection of the two lines, which is the solution to the system of equations.
The two lines intersect at (6, 17).
Therefore, the solution to the system of linear equations is (6, 17).

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1. Extend {1+x,1++} to a basis of P3.

Answers

we can extend {1+x,1} to a basis of P3 by adding x^2.

To extend {1+x,1} to a basis of P3, we need to find one more polynomial that is linearly independent of these two. One way to do this is to choose a polynomial of degree 2, since we are working in P3. Let's try x^2.

We need to check if x^2 is linearly independent of {1+x,1}. This means we need to solve the equation a(1+x) + b(1) + c(x^2) = 0, where a, b, and c are constants.

Expanding this equation gives us a + ax + b + cx^2 = 0. Since x and x^2 are linearly independent, this means that a = 0 and c = 0. Therefore, we are left with just b(1) = 0, which means that b = 0 as well.

This shows that {1+x,1,x^2} is a linearly independent set, which means that it forms a basis of P3. Therefore, we have successfully extended {1+x,1} to a basis of P3 by adding x^2.

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A class of students who have been studying relations has proposed
(incorrectly) that each of the following relations R on set A is a
partial order. For each relation, determine which property or properties
(reflexive, anti-symmetric, transitive) the relation fails to satisfy.

Answers

Sure, I can help with that! To determine which property or properties each relation fails to satisfy, we first need to understand what each of those properties means.

A relation R on a set A is reflexive if for every element a in A, (a,a) is in R.
A relation R on a set A is anti-symmetric if for every distinct elements a and b in A, if (a,b) is in R then (b,a) is not in R.
A relation R on a set A is transitive if for every elements a, b, and c in A, if (a,b) is in R and (b,c) is in R then (a,c) is in R.

Now, let's look at each of the proposed relations and determine which properties they fail to satisfy:

1. R = {(1,1), (2,2), (3,3), (1,2), (2,3), (1,3)}
This relation is not anti-symmetric because (1,2) is in R and (2,1) is also in R.

2. R = {(1,1), (2,2), (3,3), (1,2), (2,1)}
This relation is not transitive because (1,2) is in R and (2,1) is also in R, but (1,1) is not in R.

3. R = {(1,1), (2,2), (3,3), (1,2), (2,3), (1,3), (3,2)}
This relation is not anti-symmetric because (3,2) is in R and (2,3) is also in R.

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Find all real values of a such that the given matrix is not invertible. (HINT: Think determinants, not row operations. Enter your answers as a comma-separated list. If an answer does not exist, enter DNE.) A= 0 1 a a 1 3 0 a 1 a =

Answers

All real values of a such that the given matrix is not invertible is -3.

To determine if a matrix is invertible, we can look at its determinant. A matrix is invertible if and only if its determinant is non-zero. Therefore, we need to find the values of a that make the determinant of matrix A equal to zero.

The determinant of matrix A is given by:

|A| = 0 1 a a 1 3 0 a 1 a

= 0(a(1)(1) - a(3)(1) + 1(0)) - 1(1(a)(1) - a(3)(0) + 1(0)) + a(1(3) - 1(0) + 0(a))

= -a + 3a + 3 - a

= a + 3

Therefore, the matrix A is not invertible when a = -3.

So the real value of a for which the matrix A is not invertible is -3.

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Give a general description of the steps used to determine the quadrant(s) in which the solutions lie for an angle in the range of 0 < θ < 2π (or 0 to 360 degrees) using terms such as inverse, reference angle, quadrants, etc.

Answers

To determine the quadrant(s) in which the solutions lie for an angle in the range of 0 < θ < 2π (or 0 to 360 degrees), there are several steps to follow.

Firstly, we need to identify the reference angle. This is the angle formed between the terminal arm of the angle and the x-axis in the standard position.

Next, we need to determine the sign of the angle, which is based on whether the terminal arm is located in the positive or negative x-axis, and the positive or negative y-axis.

Then, we need to use the inverse trigonometric functions (such as sin^-1, cos^-1, or tan^-1) to determine the exact angle measure. This step is important because it ensures that we obtain the angle measure within the desired range of 0 < θ < 2π.

Once we have the exact angle measure, we can determine the quadrant(s) in which the solution lies. This is based on the signs of the trigonometric functions in each quadrant. For example, if the sine and cosine are positive, the angle lies in the first quadrant. If the sine is positive and the cosine is negative, the angle lies in the second quadrant. If the sine and cosine are negative, the angle lies in the third quadrant. And if the sine is negative and the cosine is positive, the angle lies in the fourth quadrant.

In summary, to determine the quadrant(s) in which the solutions lie for an angle in the range of 0 < θ < 2π, we need to identify the reference angle, determine the sign of the angle, use the inverse trigonometric functions to find the exact angle measure, and then use the signs of the trigonometric functions in each quadrant to determine the quadrant(s) in which the solution lies.
A general description of the steps used to determine the quadrant(s) in which the solutions lie for an angle in the range of 0 < θ < 2π (or 0 to 360 degrees) involves understanding the angle, reference angle, and quadrant relationships. Here are the steps:

1. Convert the angle (θ) into standard position, which means placing the vertex at the origin and the initial side along the positive x-axis. If the angle is given in degrees, convert it to radians (if needed) using the conversion factor: 1 radian = 180/π degrees.

2. Identify the reference angle (α). The reference angle is the acute angle formed between the terminal side of the angle (θ) and the x-axis. To find the reference angle, use the following rules:
- If θ is in the first quadrant, α = θ
- If θ is in the second quadrant, α = π - θ
- If θ is in the third quadrant, α = θ - π
- If θ is in the fourth quadrant, α = 2π - θ

3. Determine the quadrant(s) in which the angle (θ) lies using the reference angle (α) and the inverse trigonometric functions.

The inverse trigonometric functions (e.g., sin⁻¹, cos⁻¹, and tan⁻¹) can help in finding the corresponding angle(s) for a given trigonometric function value. Depending on the function and value, one or two quadrants may be determined as solutions.

4. Once the quadrant(s) are identified, the solutions for the angle (θ) can be written using the reference angle (α) and the relevant inverse trigonometric function.

By following these steps, you can effectively determine the quadrant(s) in which the solutions lie for an angle within the specified range.

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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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his has stock $2,435.51. nts to sell nvest in priced at Bruno is ed $25 by his proker every he buys or stock. How new shares runo buy by ng in his old ? EXAMPLE Step 1 Geraldo has $1,000.00 to invest. He likes a stock selling for $52.50. How many shares could he purchase? Find the cost. Estimate. $52.50 = $50 1,000 $20 50 About 20 shares Step 2 Divide $1,000.00 by the cost per share. Discard the remainder. Step 3 Multiply the cost $ 52.50 Cost per share per share by the X 19 number of shares $997.50 purchased. Number of shares Total cost Money Available 1. $1,000.00 2. $1,500.00 3. $800.00 4. $600.00 5. $3,000.00 6. $1,800.00 7. $4,000.00 8. $100.00 9. $75.00 19. 52.5.)1000.0 525 Exercise F For each amount available, compute the number of shares that can be purchased. Then compute the total cost. Cost Total per Share Cost $20.25 $12.75 $9.75 $1.63 475 0 -472 5 25 Number of Shares $3.25 $16.75 $26.12 $4.25 $0.63​

Answers

Answer:

Step-by-step explanation:

a = b - 7000

0.05a + 0.07b = 1690

Since we have a "value" for a, we can substitute that "value" in place of a.

0.05(b - 7000) + 0.07b = 1690

0.05b - 350 + 0.07b = 1690

0.12b = 2040

b = $17,000

when the level of confidence and sample standard deviation remain the same, a confidence interval for a population mean based on a sample of n = 100 will be a. wider than, b. narrower than, or c. equal to a confidence interval for a population mean based on a sample of n = 50.

Answers

This is because as the sample size increases, the confidence interval becomes more precise and thus narrower.

When the level of confidence and sample standard deviation remains the same, a confidence interval for a population mean based on a sample of n = 100 will be narrower than a confidence interval for a population mean based on a sample of n = 50. This is because larger sample sizes typically result in more precise estimates of the population mean, leading to a smaller margin of error and therefore a narrower confidence interval.
This is because as the sample size increases, the confidence interval becomes more precise and thus narrower.

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The scores of students on the SAT college entrance examinations at a certain high school had a normal distribution with mean μ=552.9 and standard deviation σ=26.7.
(a) What is the probability that a single student randomly chosen from all those taking the test scores 558 or higher?
For parts (b) through (d), consider a simple random sample (SRS) of 35 students who took the test.
(b) What are the mean and standard deviation of the sample mean score x¯, of 35 students?
The mean of the sampling distribution for x¯ is:
The standard deviation of the sampling distribution for x¯ is:
(c) What z-score corresponds to the mean score x¯ of 558?
(d) What is the probability that the mean score x¯ of these students is 558 or higher?

Answers

a)the probability that a single student randomly chosen from all those taking the test scores 558 or higher is approximately 0.4251.

b) the mean of the sampling distribution for x¯ is 552.9, and the standard deviation of the sampling distribution for x is approximately 4.507.

c)the probability that the mean score x¯ of these 35 students is 558 or higher is approximately 0.0943.

(a) Using the given mean and standard deviation, we can standardize the score of 558 as:

z = (558 - 552.9) / 26.7 = 0.1925

Using a standard normal table or calculator, we can find the probability of getting a z-score of 0.1925 or higher:

P(Z ≥ 0.1925) ≈ 0.4251

Therefore, the probability that a single student randomly chosen from all those taking the test scores 558 or higher is approximately 0.4251.

(b) The mean of the sample mean score x is the same as the population mean μ, which is 552.9. The standard deviation of the sample mean score x¯, also known as the standard error, is given by:

σ / sqrt(n) = 26.7 / sqrt(35) ≈ 4.507

Therefore, the mean of the sampling distribution for x¯ is 552.9, and the standard deviation of the sampling distribution for x is approximately 4.507.

(c) To find the z-score corresponding to the mean score x¯ of 558, we can standardize using the standard error:

z = (558 - 552.9) / (26.7 / sqrt(35)) ≈ 1.315

(d) Using the z-score of 1.315 and a standard normal table or calculator, we can find the probability of getting a sample mean score of 558 or higher:

P(Z ≥ 1.315) ≈ 0.0943

Therefore, the probability that the mean score x¯ of these 35 students is 558 or higher is approximately 0.0943.

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Monique sews together pieces of fabric to make rectangular gift boxes she only uses whole numbers. what are the dimensions of a box with a volume of 50 cubic inches that has the greatest amount of surface area.

Answers

The dimensions of a rectangular box with a volume of 50 cubic inches that has the greatest amount of surface area are:

length = 5 in,

height = 5 in.

and width = 2 in

Let us assume that l be the length, w be the width and h be the height of the rectangular gift box.

The dimensions of a box with a volume of 50 cubic inches.

We know that the formula for the volume of rectangular box is:

V = l × w × h

here V = 50

After prime factorization,

V = 5 × 5 × 2

As length and width cannot be equal, the height and length of the rectangular box must be 5 in.

S0, l = 5 in, h = 5 in and w = 2 in

We know that formula for the surface area of rectangular prism is:

S = 2(lw + wh + lh)

Substituting above values of l,w, h,

S = 2(5 × 2 + 2 × 5 + 5 × 5)

S = 2 × (10 + 10 + 25)

S = 2 × 45

S = 90 in²

which is the greatest surface area = 90 in²

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Let a > 0 be real. Consider the complex function f(z) 1 + cos az 02 22 - Identify the order of all the poles of f(z) on the finite complex plane. Evaluate the residue of f(z) at these poles.

Answers

Hi! To answer your question, let's analyze the complex function f(z) given by f(z) = 1 + cos(az)/(z^2).

First, we need to identify the poles of the function. A pole occurs when the denominator of the function is zero. In this case, the poles are at z = 0. However, the order of the pole is determined by the number of times the denominator vanishes, which is given by the exponent of z in the denominator. Here, the exponent is 2, so the order of the pole is 2.

Now, let's find the residue of complex function f(z) at the pole z = 0. To do this, we can apply the residue formula for a second-order pole:

Res[f(z), z = 0] = lim (z -> 0) [(z^2 * (1 + cos(az)))/(z^2)]'

where ' denotes the first derivative with respect to z.

First, let's find the derivative:

d(1 + cos(az))/dz = -a * sin(az)

Now, substitute this back into the residue formula:

Res[f(z), z = 0] = lim (z -> 0) [z^2 * (-a * sin(az))]

Since sin(0) = 0, the limit evaluates to 0. Therefore, the residue of f(z) at the pole z = 0 is 0.

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What is the value of x in this system of equations? Express the answer as a decimal rounded to the nearest tenth.


Negative 5 x minus 12 y = negative 8. 5 x + 2 y = 48.


on a time limit!!!!

Answers

The value of x is 5 and y is 4.

What is Equation?

Equations are mathematical statements with two algebraic expressions flanking the equals (=) sign on either side.

It demonstrates the equality of the relationship between the expressions printed on the left and right sides. LHS = RHS is a common mathematical formula.

Coefficients, variables, operators, constants, terms, expressions, and the equal to sign are some of the components of an equation. The "=" sign and terms on both sides must always be present when writing an equation.

The Equations are:

5x - 12y= -8...................(1)

and, 5 x + 2 y = 48 ..................(2)

Solving the Equation (1) and (2) we get

-12y -2y = -8 - 48

-14y = -56

y= -56 /(-14)

y = 4

and, 5x +2y= 48

5x + 8 = 48

5x= 40

x= 5

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According to a poll of adults, about 46% work during their summer vacation. Assume that the true proportion of all adults that work during summer vacation is p=0.46. Now consider a random sample of 400 adults. Complete parts a and b below.
a. What is the probability that between 39% and 53% of the sampled adults work during summer vacation?
The probability is. (Round to three decimal places as needed.)
b. What is the probability that over 63% of the sampled adults work during summer vacation?
The probability is (Round to three decimal places as needed.)

Answers

To find the probability we do the following:

About 34% of physicians in the U.S. have been sued for malpractice. We select infinitely many
samples of 100 physicians and create a sampling distribution of the sample proportions. What is
the probability that more than 40% of 100 randomly selected physicians were sued?
a.About 1%
b.About 10%
c.About 40%
d.About 18%

Answers

The probability that more than 40% of 100 randomly selected physicians were sued is about 10%. Therefore, the answer is b. About 10%.

To determine the probability that more than 40% of 100 randomly selected physicians were sued, we need to find the mean and standard deviation of the sampling distribution and then use the z-score to find the probability.

1. Find the mean (µ) and standard deviation (σ) of the sampling distribution:
µ = p = 0.34 (the proportion of physicians sued for malpractice)
q = 1 - p = 0.66 (the proportion of physicians not sued for malpractice)
n = 100 (sample size)

[tex]Standard deviation (σ) = \sqrt{\frac{pq}{n} }  = \sqrt{\frac{(0.34)(0.66)}{100} } = 0.047[/tex]


2. Calculate the z-score for the desired proportion (40% or 0.40):
[tex]z = \frac{X-µ}{σ}  = \frac{0.40-0.34}{0.047} = 1.28[/tex]

3. Use a z-table or calculator to find the probability associated with the z-score:
P(Z > 1.28) =0.100 (rounded to three decimal places)

The probability that more than 40% of 100 randomly selected physicians were sued is about 10%. Therefore, the answer is b. About 10%.

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If f is continuous for all x, which of the following integrals necessarily have the same value? I. ∫ a
b

f(x)dx II. ∫ a/2
b/2

f(2x)dx III. ∫ a+c
b+c

f(x−c)dx F. I and II only G. I and III only H. II and III only I. I, II, and III J. No two necessarily have the same value.

Answers

G. I and III only. Thus, integrals I and III necessarily have the same value, and the correct answer is G.

I. ∫[a, b] f(x)dx: This integral compute the area under the curve of f(x) from x=a to x=b.

II. ∫[a/2, b/2] f(2x)dx: This integral computes the area under the curve of f(2x) from x=a/2 to x=b/2. The function f(2x) represents a horizontal compression of the original function f(x) by a factor of 2, and the limits of integration are also halved. So, this integral doesn't necessarily have the same value as integral I.

III. ∫[a+c, b+c] f(x−c)dx: This integral computes the area under the curve of f(x−c) from x=a+c to x=b+c. The function f(x−c) represents a horizontal shift of the original function f(x) by c units, but it does not change the shape of the curve. Since the limits of integration are also shifted by c units, this integral has the same value as integral I.

Thus, integrals I and III necessarily have the same value, and the correct answer is G.

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Tell which one is true and why. 1-Having x2 f(x) = g(x) = x + 1 r - 1 and the equality f(x) = g(x), about the functions f and g we can say: A) The functions f and g are the same B) Only the expressions of fand g are the same C) The data did not allow whether or not f and g are equal, D) The functions f and g are not the same

Answers

The functions f(x) and g(x) given that [tex]x^2 f(x) = g(x) = x + 1[/tex], the function f and g are not the same, option D.

Rewriting the equation

We are given [tex]x^2  f(x) = g(x) = x + 1[/tex]. Let's rewrite this as two separate equations:

[tex]x^2 f(x) = x + 1[/tex]

g(x) = x + 1

Determining the relationship between f(x) and g(x)

We can rearrange the first equation to solve for f(x):

[tex]f(x) = (x + 1) / x^2[/tex]

Now, we have expressions for both f(x) and g(x):

[tex]f(x) = (x + 1) / x^2[/tex]

[tex]g(x) = x + 1[/tex]

Comparing the expressions for f(x) and g(x), we can see that they are not the same. The expressions for f(x) and g(x) differ, so the functions f(x) and g(x) are not the same.

Therefore, the correct answer is D) The functions f and g are not the same.

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Find y' when X4 y - 5xy? = siny +11.

Answers

The solution for y' is:

y' = (cosy - 4x^3 y + 5xy'') / (x^4 - 5)

To find y', we will differentiate both sides of the equation with respect to x using the product rule:

First, we differentiate the left side:

d/dx (x^4 y - 5xy') = d/dx (siny + 11)

Using the product rule, we get:

4x^3 y + x^4 y' - 5y' - 5xy'' = cosy * dy/dx

Next, we can simplify the right side since the derivative of a constant is zero:

4x^3 y + x^4 y' - 5y' - 5xy'' = cosy

Finally, we solve for y':

x^4 y' - 5y' - 5xy'' = cosy - 4x^3 y

y'(x^4 - 5) = cosy - 4x^3 y + 5xy''

y' = (cosy - 4x^3 y + 5xy'') / (x^4 - 5)

Therefore, the solution for y' is:

y' = (cosy - 4x^3 y + 5xy'') / (x^4 - 5)

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3.4 Let X have a chi-square distribution with n degrees of freedom. Use the moment generating function technique to find the limiting distribution of the random variable ? X-n V2n [10] Explain how the result of the above question can be used for practical purposes. [2]

Answers

Using the moment generating function technique, we can determine the limiting distribution of X as n approaches infinity, but the exact form of the distribution will depend on the value of t and may require additional approximation methods to evaluate.

To find the limiting distribution of the random variable X with a chi-square distribution, we can use the moment generating function (MGF) technique. The moment generating function of X is defined as M_X(t) = E(e^(tX)).

For a chi-square distribution with n degrees of freedom, the probability density function (pdf) is given by:

f(x) = (1/(2^(n/2) * Γ(n/2))) * x^((n/2)-1) * e^(-x/2)

To find the moment generating function, we evaluate the integral:

M_X(t) = ∫[0 to ∞] e^(tx) * f(x) dx

Substituting the pdf into the MGF expression, we have:

M_X(t) = ∫[0 to ∞] e^(tx) * (1/(2^(n/2) * Γ(n/2))) * x^((n/2)-1) * e^(-x/2) dx

Simplifying, we get:

M_X(t) = (1/(2^(n/2) * Γ(n/2))) * ∫[0 to ∞] x^((n/2)-1) * e^((t-1/2)x) dx

To find the limiting distribution, we take the limit of the MGF as n approaches infinity. Using the property of the gamma function, we have:

lim(n->∞) (1/(2^(n/2) * Γ(n/2))) = 1

So, the limiting moment generating function becomes:

lim(n->∞) M_X(t) = ∫[0 to ∞] x^((n/2)-1) * e^((t-1/2)x) dx

To evaluate this integral, we need to use techniques such as Laplace's method or the saddlepoint approximation. The exact form of the limiting distribution depends on the specific value of t and may not have a closed-form expression.

Therefore, using the moment generating function technique, we can determine the limiting distribution of X as n approaches infinity, but the exact form of the distribution will depend on the value of t and may require additional approximation methods to evaluate.

The result obtained for the limiting distribution of the random variable X with a chi-square distribution as n approaches infinity has practical implications in various areas. Here are a few examples:

Approximation of chi-square distributions: The limiting distribution can be used as an approximation for chi-square distributions with large degrees of freedom. When the degrees of freedom are sufficiently large, the limiting distribution can provide a good approximation to the chi-square distribution. This can be useful in statistical analysis and hypothesis testing, where chi-square distributions are commonly used.

Central Limit Theorem: The result is related to the Central Limit Theorem, which states that the sum or average of a large number of independent and identically distributed random variables tends to follow a normal distribution. Since the chi-square distribution arises in various statistical contexts, the limiting distribution can help in approximating the distribution of sums or averages involving chi-square random variables.

Statistical inference: The limiting distribution can have implications for statistical inference procedures. For example, in hypothesis testing or confidence interval estimation involving chi-square statistics, knowledge of the limiting distribution can aid in determining critical values or constructing confidence intervals. It can also be used to assess the asymptotic properties of estimators based on chi-square distributions.

Simulation studies: The limiting distribution can be used in simulation studies to generate random samples that mimic chi-square distributions with large degrees of freedom. This can be helpful in situations where directly simulating from the chi-square distribution is computationally expensive or difficult.

Overall, understanding the limiting distribution of the chi-square distribution as n approaches infinity provides insights into the behavior of chi-square random variables and can be used as a practical tool in various statistical applications, such as approximation, inference, and simulation studies.

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(2, 1) and (3,-10)
Slope =

Answers

Answer:

slope = - 11

Step-by-step explanation:

calculate the slope m using the slope formula

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

with (x₁, y₁ ) = (2, 1 ) and (x₂, y₂ ) = (3, - 10 )

m = [tex]\frac{-10-1}{3-2}[/tex] = [tex]\frac{-11}{1}[/tex] = - 11

Korra takes 27 minutes to walk to work. After getting a new job, Korra takes 16.27 minutes to walk to work. What was the percent decrease in the travel time?

Answers

The percent decrease in the travel time was 60 %.

We will use unitary method is a method for solving a problem by the first value of a single unit and then finding the value by multiplying the single value.

We are given that Korra takes 27 minutes to walk to work. After getting a new job, Korra takes 16.27 minutes to walk to work.

Time taken to walk to home = 27 minutes

Time taken to walk to work = 16.27 minutes

Therefore,

The percent decrease in the travel time was;

16.27 / 27 x 100

= 0.60 x 100

= 60 %

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About 7 out of 10 Americans live in urban areas. How many Americans live in or near large cities?

Answers

Answer:

The answer to your problem is, 3 out of 10 or [tex]\frac{3}{10}[/tex]

Step-by-step explanation:

We know that that 7 out of 10 Americans live in an urban city. Lets put 7 out of 10 in a fraction: [tex]\frac{7}{10}[/tex]

Do some simple math:

10 - 7 = 3

So 3 out of 10 or [tex]\frac{3}{10}[/tex] Americans live in a large city.

Thus the answer to your problem is, 3 out of 10 or [tex]\frac{3}{10}[/tex]

In circle A, diameter EC is perpendicular to chord BD, and arc EB measures 62 degrees. Find the measure of arc ED.

Answers

If in circle A, diameter EC is perpendicular to chord BD, and arc EB measures 62 degrees, the measure of arc ED is 208 degrees.

To solve the problem, we need to use the relationship between arcs, angles, and chords in a circle.

Since diameter EC is perpendicular to chord BD, we know that angle EBD is a right angle.

Arc EB measures 62 degrees, and we know that angle EBD is 90 degrees. Therefore, arc ED must measure:

360 degrees - arc EB - angle EBD

= 360 degrees - 62 degrees - 90 degrees

= 208 degrees

So, the measure of arc ED is 208 degrees.

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Write the number in standard form 7. 1x10^4=

Answers

The number 7.1 x 10⁴ in standard form is: 71,000

In standard form, a number is expressed as a coefficient multiplied by a power of 10, where a coefficient is a number greater than or equal to 1 and less than 10, and the power of 10 represents the number of places the decimal point must be moved to obtain the number's value.

In this case, the coefficient is 7.1, which is greater than or equal to 1 and less than 10. The power of 10 is 4, which means that the decimal point must be moved 4 places to the right to obtain the value of the number. Therefore, we get 71,000.

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When given a set of cards laying face down that spell P, E, R, C, E, N, T, S, determine the probability of randomly drawing a vowel.

two eighths
six eighths
two sevenths
six sevenths

Answers

The probability of randomly drawing a vowel is 2/8

Calculating the probability of randomly drawing a vowel.

From the question, we have the following parameters that can be used in our computation:

P, E, R, C, E, N, T, S,

Using the above as a guide, we have the following:

Vowels = 2

Total = 8

So, we have

P(Vowel) = Vowel/Total

Substitute the known values in the above equation, so, we have the following representation

P(Vowel) = 2/8

Hence, the solution is 2/8

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Construct a 90% confidence aterval for the population mean, the population and 15 has a grade point average of 2.30 with a standard deviation of 0.89. a) (2.61, 2.81) b) (1.89, 2.71) c) (1.51, 3.91) d) (2.21, 3.21)

Answers

The correct answer is option (d) (2.21, 3.21).

To construct a 90% confidence interval for the population mean, we will use the formula:

CI = x ± z* (σ/√n)

where x is the sample mean, σ is the population standard deviation, n is the sample size, and z* is the z-score that corresponds to the desired confidence level.

Since we are given the population standard deviation, we can use it directly in the formula. The sample mean is also given as 2.30, so we just need to find the appropriate z-score. For a 90% confidence level, the z-score is 1.645.

Substituting the given values in the formula, we get:

CI = 2.30 ± 1.645 * (0.89/√15)

Simplifying this expression, we get:

CI = (2.21, 3.21)

Therefore, the correct answer is option (d) (2.21, 3.21).

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