Bob Reed in Human Resources wonders if he can use correlation or regression to get a better handle on which factors drive salaries at his company. Use Salary as the Dependent Variable, Bob got the two scatter plots shown below for Age and Seniority. Looking at the side-by-side scatter plots you get, what is your best estimate about which factor better predicts salary?

Answers

Answer 1

The scatter plot for Age, on the other hand, appears more scattered and does not show as clear of a correlation. However, it is important to note that further analysis using correlation or regression techniques would be necessary to confirm this initial observation.

Based on the two scatter plots provided for Age and Seniority, it appears that Seniority may be the better predictor of salary. This is because the scatter plot for Seniority shows a clearer positive correlation between the two variables, indicating that as Seniority increases, so does Salary. The scatter plot for Age, on the other hand, appears more scattered and does not show as clear of a correlation. However, it is important to note that further analysis using correlation or regression techniques would be necessary to confirm this initial observation.

learn more about scatter plot

https://brainly.com/question/13984412

#SPJ11


Related Questions

The production function q = 9(k,1) is defined implicitly = qk2 +1+qkl = 0. Evaluate the partial derivatives aq/ak, aq/al.

Answers

The partial derivatives are:
(aq/ak) = (1/2k2) + ql
(aq/al) = -k

To evaluate the partial derivatives, we need to take the partial derivative of the implicit function with respect to k and l, while holding q constant.

Taking the partial derivative with respect to k, we get:

2qk + qlk2 = -1

Rearranging, we get:

qk = -(1/2) - qlk2

Dividing both sides by k, we get:

q = -(1/2k) - qlk

Taking the partial derivative of this equation with respect to k, while holding q constant, we get:

(aq/ak) = (1/2k2) + ql

Similarly, taking the partial derivative with respect to l, we get:

q = -(1/k2) - qk

Taking the partial derivative of this equation with respect to l, while holding q constant, we get:

(aq/al) = -k

Know more about derivatives here:

https://brainly.com/question/30365299

#SPJ11

The graph represents a relation where x represents the independent variable and y represents the dependent variable. a graph with points plotted at negative 5 comma 1, at negative 2 comma 0, at negative 2 comma negative 2, at 0 comma 2, at 1 comma 3, and at 5 comma 1 Is the relation a function? Explain. Yes, because for each input there is exactly one output. Yes, because for each output there is exactly one input. No, because for each input there is not exactly one output. No, because for each output there is not exactly one input.

Answers

the answer is: No, because for each input there is not exactly one output.

What is a function?

A unique kind of relation called a function is one in which each input has precisely one output. In other words, the function produces exactly one value for each input value. The graphic above shows a relation rather than a function because one is mapped to two different values. The relation above would turn into a function, though, if one were instead mapped to a single value. Additionally, output values can be equal to input values.

To determine if the relation is a function, we need to check if for each input (x-value) there is exactly one output (y-value). We can do this by checking if any two points on the graph have the same x-value but different y-values.

Looking at the points given:

(-5, 1)

(-2, 0)

(-2, -2)

(0, 2)

(1, 3)

(5, 1)

We can see that (-2, 0) and (-2, -2) have the same x-value of -2, but different y-values. Therefore, the relation is not a function.

So the answer is: No, because for each input there is not exactly one output.

Learn more about function, by the following link.

https://brainly.com/question/25638609

#SPJ1

In the figure below, S is between Q and T, and R is the midpoint of QS. If RS= 7 and RT= 11, find QT.

Answers

Answer: I can't be totally for sure but I'm pretty sure it's 18.

Step-by-step explanation:

supposed to get
27 1-1 JE SLI (b) b 3 Diverges, The geometric series converges, but the harmonic (p-series) series diverges. (lb) Gemeia cene Diverceg

Answers

The geometric series converges when the absolute value of the common ratio (r) is less than 1. However, the harmonic series, which is a specific type of p-series, diverges since the sum of its terms does not have a finite limit.

Based on the information provided, it seems that the series represented by 27 1-1 JE SLI (b) b 3 is supposed to converge, but instead it diverges. This is indicated by the phrase "Diverges" in parentheses after the series. Additionally, it is noted that the geometric series represented by the same terms converges, while the harmonic series (a type of p-series) diverges. The phrase "Gemeia cene Diverceg" seems to be a misspelling or unrelated information.

The geometric series converges when the absolute value of the common ratio (|r|) is less than 1. However, the harmonic series, which is a specific type of p-series, diverges since the sum of its terms does not have a finite limit.

To learn more about harmonic series, click here:

brainly.com/question/29752895

#SPJ11

A parabola opening up or down has vertex (0,0) and passes through (–20,20). Write its equation in vertex form.

Answers

the equation for the parabola in vertex form is y = (1/20)x^2

Since the coefficient "a" is positive, the parabola opens upwards.

A direct mail company wishes to estimate the proportion of people on a large mailing list that will purchase a product. Suppose the true proportion is 0.06
If 276 are sampled, what is the probability that the sample proportion will be less than 0.1? Round your answer to four decimal places.

Answers

The probability that the sample proportion will be less than 0.1 is 1.0000.

To find the probability that the sample proportion will be less than 0.1 when a direct mail company samples 276 people and the true proportion is 0.06, we can use the normal approximation for the binomial distribution. Here are the steps:

1. Calculate the mean (μ) and standard deviation (σ) of the binomial distribution.
  μ = n * p = 276 * 0.06 = 16.56
  σ = √(n * p * (1 - p)) = √(276 * 0.06 * 0.94) ≈ 3.94

2. Convert the sample proportion to a z-score.
  z = (x - μ) / σ = (0.1 * 276 - 16.56) / 3.94 ≈ 7.01

3. Use a z-table or calculator to find the probability corresponding to this z-score. Since we want the probability that the sample proportion is less than 0.1, we look up the area to the left of the z-score.
  P(z < 7.01) ≈ 1.0000 (almost certain)

The probability that the sample proportion will be less than 0.1 when 276 people are sampled is approximately 1.0000, or almost certain.

Know more about probability here:

https://brainly.com/question/13604758

#SPJ11

a nurse is caring for a client who has depression and is taking imipramine 300 mg po divided equally every 6 hr. available is imipramine 50 mg tablets. how many tablets should the nurse administer per dose? (round the answer to the nearest tenth. use a leading zero if it applies. do not use a trailing zero.)

Answers

The nurse should administer 6 tablets per dose.

To calculate this, divide the total daily dose (300 mg) by the dose per tablet (50 mg):

300 mg / 50 mg = 6 tablets

Since the dose is divided equally every 6 hours, the nurse should administer 6 tablets every 6 hours.

It's important for the nurse to double check the medication order and dosing calculations before administering any medication to ensure the safety and well-being of the client. In addition, the nurse should monitor the client's response to the medication and report any adverse effects to the healthcare provider.

To know more about healthcare provider click on below link:

https://brainly.com/question/28463188#

#SPJ11

he xy-plane above shows one of the two points of intersection of the graphs of a linear function and a quadratic function. the shown point of intersection has coordinates ( ,v w). if the vertex of the graph of the quadratic function is at (4, 19), what is the value of v ? .............................................................................................................................. 29 in a college archaeology class, 78 students are going to a dig site to find and study artifacts. the dig site has been divided into 24 sections, and each section will be studied by a group of either 2 or 4 students. how many of the sections will be studied by a group of 2 students? unauthorized copying or reuse of any part of this page is illegal. 53 continue

Answers

We know that the point of intersection of the linear and quadratic functions lies on the xy-plane at coordinates ( ,v w). Since the vertex of the quadratic function is given as (4, 19), we can assume that the quadratic function is of the form

[tex]y = a(x-4)^2 + 19[/tex]

To find the value of v, we need to find the x-coordinate of the point of intersection. Since the linear function is also given, we can set y = mx + b (where m is the slope of the line and b is the y-intercept) equal to the quadratic function and solve for x. Once we have the value of x, we can substitute it back into either equation to find the value of v.

Regarding the second question, we know that there are 78 students and the dig site has 24 sections. Each section can be studied by a group of 2 or 4 students. Let the number of sections studied by a group of 2 students be x, and the number of sections studied by a group of 4 students be y.

We know that x + y = 24 and 2x + 4y = 78. Solving these two equations simultaneously gives us x = 9 and y = 15, which means that 9 sections will be studied by a group of 2 students.

Learn more about quadratic here:

https://brainly.com/question/22364785

#SPJ4

he shortest distance from the point (2,0,1) to the plane x+4y+z=-1 is • 6 • 4 5 8 8 8 None of the others

Answers

The shortest distance from the point (2, 0, 1) to the plane x + 4y + z + 1 = 0 is 4 / (3 √(2)). So, correct option is E.

To find the shortest distance from a point to a plane, we can use the formula:

d = |ax + by + cz + d| / √(a² + b² + c²)

where (x, y, z) is the point and ax + by + cz + d = 0 is the equation of the plane.

In this problem, the point is (2, 0, 1) and the plane is x + 4y + z + 1 = 0. We can rewrite this equation as:

x + 4y + z = -1

Comparing this equation to the standard form ax + by + cz + d = 0, we have a = 1, b = 4, c = 1, and d = -1.

Plugging in these values, we get:

d = |1(2) + 4(0) + 1(1) - 1| / √(1² + 4² + 1²)

= 4 / √(18)

= 4 / (3 √(2))

Therefore, Correct option is E.

To learn more about distance click on,

https://brainly.com/question/8987806

#SPJ4

Melanie goes out to lunch. The bill, before tax and tip, was $8.75. A sales tax of 5% was added on. Melanie tipped 23% on the amount after the sales tax was added. How much was the sales tax? Round to the nearest cent.

Answers

The tip was $2.11 and the sales tax was $0.44.

To solve this problem

The sales tax is equal to 5% of the total amount due before tax and tip, or 0.05 x 8.75 = 0.4375.

The sales tax, rounded to the nearest cent, is $0.44.

We must first determine the entire cost of the bill after the sales tax is added before we can determine the tip:

8.75 + 0.44 = 9.19

Now that we have the entire amount, we can compute the tip:

0.23 x 9.19 = 2.1137

The tip total, rounded to the nearest cent, is $2.11.

So, the tip was $2.11 and the sales tax was $0.44.

Learn more about multiply here : brainly.com/question/28773316

#SPJ1

Use linear approximation, i.e. the tangent line, to approximate 4.77 as follows: Let f(x) = x? The equation of the tangent line to f(x) at x = 5 can be written in the form y = mx + b where m is: and where b is: Using this, we find our approximation for 4.7"

Answers

So using linear approximation, we can approximate f(4.77) to be about 27.7.

To use linear approximation, we start by finding the slope of the tangent line to f(x) at x=5. We can do this by taking the derivative of f(x) and evaluating it at x=5:

f(x) = x²
f'(x) = 2x
f'(5) = 10

So the slope of the tangent line at x=5 is m=10. To find the y-intercept, we can use the point-slope form of a line:

y - f(5) = m(x - 5)

Plugging in the values we know, we get:

y - 25 = 10(x - 5)
y = 10x - 25

This is the equation of the tangent line to f(x) at x=5, and we can use it to approximate f(4.77). We just need to plug in x=4.77 and solve for y:

y = 10(4.77) - 25
y = 27.7

So using linear approximation, we can approximate f(4.77) to be about 27.7.

To learn more about linear approximation here:

brainly.com/question/1621850#

#SPJ11

The coefficient of correlation a. is the square of the coefficient of determination b. is the square root of the coefficient of determination c. is the same as r-square d. can never be negative

Answers

The answer to the coefficient of correlation a. is the square root of the coefficient of determination

The coefficient of correlation (also known as "r") is the square root of the coefficient of determination (also known as "r-square" or "R²"). So the answer is (b) is the square root of the coefficient of determination.

Step-by-step explanation:

1. The coefficient of correlation (r) measures the strength and direction of a linear relationship between two variables.
2. The coefficient of determination (R²) measures the proportion of the variance in the dependent variable that is predictable from the independent variable.
3. To find the coefficient of correlation (r) from the coefficient of determination (R²), you simply take the square root of the R² value.

To know more about "coefficient of determination (R²) " refer here:

https://brainly.com/question/28026392#

#SPJ11

Find the mean for the recorded exam scores (in points) from a statistics exam. Round the answer to one decimal place. 32 4 7 52 70 65 55 29 18 57 64 86 22 83 47 Mean =

Answers

The mean exam score is 44.6 points (rounded to one decimal place).

The term "mean" can have different meanings depending on the context in which it is used. Here are some common definitions:

Mean as a mathematical term: The mean is a measure of central

tendency in statistics, also known as the arithmetic mean. It is calculated

by adding up a set of numbers and dividing the total by the number of

values in the set.

To find the mean (average) of a set of numbers, we add up all the numbers

and then divide by the total number of numbers.

Using the given data:

32 + 4 + 7 + 52 + 70 + 65 + 55 + 29 + 18 + 57 + 64 + 86 + 22 + 83 + 47 = 669

There are 15 exam scores, so we divide the sum by 15:

669/15 = 44.6

Therefore, the mean exam score is 44.6 points (rounded to one decimal place).

for such more question on mean

https://brainly.com/question/14532771

#SPJ11

I need to show my work for this lesson, how do you find the mean of the ages?

Answers

Answer:

Add all the ages together and then divide by the total number of ages

Sorry I can't really view the numbers and on your dot plot so I can't help with that

Determine whether Rolle's theorem applies to the function shown below on the given interval. If so, find the point(s) that are guaranteed to exist by Rolle's theorem. f(x)=x(x−3)2,[0,3] Select the correct choice below and, if necessary, fill in the answer box to complete your choice. A. Rolle's Theorem applies and the point(s) guaranteed to exist is/are x= (Type an exact answer, using radicals as needed Use a comma to separate answers as needed ) B. Rolle's Theorem does not apply

Answers

Rolle's theorem applies and the point(s) guaranteed to exist is/are x = 1/3.

Since f(x) is continuous on [0, 3] and differentiable on (0, 3), Rolle's theorem applies.

To apply Rolle's theorem, we need to find a point c in (0, 3) such that f(c) = 0 and f'(c) = 0.

Let's find f'(x) first:

f(x) = x(x-3)^2

f'(x) = (x-3)^2 + x*2(x-3)

f'(x) = 3x^2 - 16x + 18

Now, we need to solve 3x^2 - 16x + 18 = 0 to find the critical points of f(x) in (0, 3).

Using the quadratic formula, we get:

x = (16 ± sqrt(16^2 - 4318)) / (2*3)

x = (16 ± 2) / 6

x = 3 or x = 1/3

Since x = 3 is not in (0, 3), the only critical point of f(x) in (0, 3) is x = 1/3.

Since f(0) = f(3) = 0 and f(1/3) = 4/27 ≠ 0, by Rolle's theorem, there exists at least one point c in (0, 3) such that f'(c) = 0.

Therefore, Rolle's theorem applies and the point(s) guaranteed to exist is/are x = 1/3.

To learn more about guaranteed visit:

https://brainly.com/question/14897598

#SPJ11

There is a spinner with 14 equal areas, numbered 1 through 14. If the spinner is spun one time, what is the probability that the result is a multiple of 4 and a multiple of 3?

Answers

Thus, the probability that the result on the spinner is a multiple of 4 and a multiple of 3 when  spinner is spun one time is 7/14.

Explain about the term probability:

The probability value represents the likelihood that a specific event or outcome will occur given a list of all conceivable events or outcomes. It is possible to express the probability value as a fraction or percentage.

Given that-

Total number of equal area on spinner = 14Number marked : 1- 14

Sample space for multiple of 4 : {4, 8, 12}

Sample space for multiple of 3 : {3, 6, 9,12}

probability = number of favourable outcome / number of total outcome

probability (multiple of 4) = total number of multiple of 4 / total numbers

probability (multiple of 4) = 3 / 14

probability (multiple of 3) = total number of multiple of 3 / total numbers

probability (multiple of 3) = 4 /14

probability (multiple of 3) = 2 / 7

Thus,

probability (multiple of 4 and a multiple of 3) = 3 / 14 + 4 / 14

probability (multiple of 4 and a multiple of 3) = (3 + 4) / 14

probability (multiple of 4 and a multiple of 3) = 7/14

Thus, the probability that the result on the spinner is a multiple of 4 and a multiple of 3 when  spinner is spun one time is 7/14.

Know more about the probability

https://brainly.com/question/24756209

#SPJ1

INSTRUCTIONS
Do the following lengths form a right triangle?
1.
6
9
8

Answers

Answer:

No

Step-by-step explanation:

For three lengths to form a right triangle, the sum of the square of the two shorter sides (legs) must be equal to the square of the longest side (the hypotenuse)

This is not the case for 6, 8, and 9:

6^2 + 8^2 > 9^2

36 + 64 > 81

100 > 81

Had the longest side been 10 inches, the triangle would indeed by a right triangle as 10^2 = 100, but since this is not the case, you can't form a right triangle from the three lengths provided

a manager needs to decide who to promote to one of 3 different positions. there are 8 equally qualified employees to select from.how many different ways are there for the manager to do this?2124512336

Answers

There are 56 different ways for the manager to promote one of the 8 equally qualified employees to one of the 3 different positions.

We are required to find the number of different ways there are for a manager to promote one of 8 equally qualified employees to one of 3 different positions.

To solve this problem, we can use the combination formula:

C(n, k) = n! / (k!(n-k)!)

Where C(n, k) represents the number of combinations, n represents the total number of employees (8), and k represents the number of positions available (3).

The steps to calculate the number of ways employees can be chosen for promotion:

1: Calculate the factorials.

8! = 8 × 7 × 6 × 5 × 4 × 3 × 2 × 1 = 40,320
3! = 3 × 2 × 1 = 6
(8-3)! = 5! = 5 × 4 × 3 × 2 × 1 = 120

2: Apply the combination formula.

C(8, 3) = 40,320 / (6 × 120) = 40,320 / 720 = 56

So, there are 56 different ways for the manager to promote employees.

Learn more about Combination:

https://brainly.com/question/11732255

#SPJ11

Why Large Samples Give More Trustworthy Results...(when collected appropriately)

Answers

A sample that is larger than necessary will be better representative of the population and will hence provide more accurate results.

Research results are directly impacted by sample size calculations. Very tiny sample sizes compromise a study's internal and external validity. Even when they are clinically insignificant, tiny differences have a tendency to become statistically significant differences in very large samples.

Because they have smaller error margins and lower standard deviations, larger research produce stronger and more trustworthy results. Big samples, when properly gathered, produce more accurate results than small samples because the values of the sample statistic in a big sample tend to be closer to the true population parameter.

Each sampling distribution's variability diminishes as sample numbers grow, making them more and more leptokurtic.

To know about sample

https://brainly.com/question/13436672

#SPJ4

true or false In solving a system of linear equations, it is permissible to multiply an equation by any constant.

Answers

The same non-zero constant is an equivalent operation that preserves the solution of the equation.

Yes, in solving a system of linear equations, it is permissible to multiply an equation by any non-zero constant. This operation is known as scalar multiplication and it does not change the solution of the system of linear equations.

Let's consider a simple system of linear equations as an example:

Equation 1: 2x + 3y = 7

Equation 2: 4x + 5y = 9

To solve this system of linear equations, we can use the method of elimination or substitution. In the method of elimination, we need to eliminate one of the variables by adding or subtracting equations. To do this, we can multiply one of the equations by a constant to make it easier to eliminate a variable.

For instance, let's say we want to eliminate the variable y. We can multiply the first equation by -5 and the second equation by 3. This gives us:

Equation 1: -10x - 15y = -35

Equation 2: 12x + 15y = 27

Now we can add the two equations to eliminate the variable y:

-10x - 15y + 12x + 15y = -35 + 27

2x = -8

x = -4

We can then substitute this value of x back into one of the original equations to find the value of y:

2(-4) + 3y = 7

-8 + 3y = 7

3y = 15

y = 5

Therefore, the solution to the system of linear equations is x = -4 and y = 5.

As you can see, multiplying an equation by a constant did not change the solution of the system of linear equations. This is because multiplying both sides of an equation by the same non-zero constant is an equivalent operation that preserves the solution of the equation.

To learn more about  linear equations visit:

https://brainly.com/question/11897796

#SPJ11

what is the area and perimeter of the rectangle

Answers

Answer:

6

Step-by-step explanation:

Problem 1: M is a point on line segment KLMN . is a line segment. Select all the equations that represent the relationship between the measures of the angles in the figure. * 1 point Captionless Image

Answers

The following equations show how the angle measurements in the figure relate to one another: D. a+b=180 and E. 180-a=b.

Explain about the linear pair:

An adjacent pair of additional angles is known as a linear pair. Adjacent refers to being next to one another, and supplemental denotes that the sum of the two angles is 180 degrees.

More exactly, adjacent angles have a shared side and share a vertex.Any two angles that sum up to 180 degrees are referred to as supplementary angles.

KL is a segment of a straight line in the illustration.

This indicates that KL's angles are measured at 180 degrees.

This suggests that,

a + b = 180

or

180 - a = b

Thus, the following equations show how the angle measurements in the figure relate to one another: D. a+b=180 and E. 180-a=b.

Know more about the linear pair:

https://brainly.com/question/18944511

#SPJ1

Complete question:

M is a point on line segment KL. NM is a line segment. Select all the equations that represent the relationship between the measures of the angles in the figure.

A. a=b

B. a+b=90

C. b=90−a

D. a+b=180

E. 180−a=b

F. 180=b−a

Assume that a sample is used to estimate a population proportion p. Find the 95% confidence interval for a sample of size 169 with 55 successes. Enter your answer as a tri-linear inequality using decimals (not percents) accurate to three decimal places.

Answers

To find the 95% confidence interval for a sample of size 169 with 55 successes, we can use the following formula:

Confidence Interval = p-hat ± (Z * sqrt((p-hat*(1-p-hat))/n))

where p-hat is the sample proportion (successes/sample size), Z is the Z-score for a 95% confidence interval (1.96), and n is the sample size.

First, calculate p-hat:
p-hat = 55/169 ≈ 0.325

Next, calculate the margin of error:
Margin of Error = 1.96 * sqrt((0.325*(1-0.325))/169) ≈ 0.075

Finally, find the 95% confidence interval:
Lower Bound = 0.325 - 0.075 ≈ 0.250
Upper Bound = 0.325 + 0.075 ≈ 0.400

Thus, the 95% confidence interval is 0.250 ≤ p ≤ 0.400, expressed as a trilinear inequality with decimals accurate to three decimal places.

A nonzero scalar of F may be considered to be a polynomial in P(F) having degree zero. true or false

Answers

The statement 'A nonzero scalar of F can be considered as a polynomial in P(F) having degree zero' is true because a scalar is a constant term with no variables, and a constant term is a polynomial of degree zero.

In polynomial algebra, a polynomial of degree zero is defined as a constant, which can be thought of as a special case of a polynomial. A scalar in F is a member of a field, which is a mathematical structure that satisfies certain axioms.

A constant scalar can be considered as a polynomial with degree zero in P(F). This is because a polynomial of degree zero is defined as a polynomial with the highest power of x equal to 0. Since there is only one scalar in F, the highest power of x in the polynomial representing the scalar is 0, and hence, the degree of the polynomial is 0.

Therefore, a nonzero scalar of F can be considered as a polynomial of degree zero in P(F).

To learn more about polynomial, click here:

https://brainly.com/question/11536910

#SPJ11

Triangle XYZ ~ triangle JKL. Use the image to answer the question. a triangle XYZ with side XY labeled 8.7, side XZ labeled 8.2, and side YZ labeled 7.8 and a second triangle JKL with side JK labeled 10.44 Determine the measurement of KL. KL = 8.58 KL = 9.36 KL = 10.13 KL = 9.84

Answers

Answer:To determine the measurement of KL, we can use the concept of similar triangles and the corresponding sides.

In triangle XYZ, the ratio of the lengths of corresponding sides is:

XY/XJ = XZ/JK = YZ/KL

Plugging in the given values:

8.7/10.44 = 8.2/JK = 7.8/KL

From this, we can solve for JK:

JK = (8.2 * 10.44) / 8.7 ≈ 9.84

Therefore, the measurement of KL is approximately 9.84.

~hope this helps you guys~

~if you need any other help i will answer~

=D

The Central Limit Theorem says that if X does NOT have a normal distribution, X-Bar still has an approximate normal distribution if n is large enough (n > 30).

True

False

Answers

Given statement: The Central Limit Theorem says that if X does NOT have a normal distribution, X-Bar still has an approximate normal distribution if n is large enough (n > 30).

Statement is True,

Because The Central Limit Theorem (CLT) states that if X does NOT have a normal distribution, the sampling distribution of the sample mean (X-Bar) will still have an approximate normal distribution if the sample size (n) is large enough, typically when n > 30.

The statement is generally true.

The Central Limit Theorem (CLT) states that if we have a random sample of independent and identically distributed (i.i.d) variables X1, X2, ..., Xn from any distribution with mean μ and finite variance [tex]\sigma ^2[/tex], then the sample mean X-Bar (the average of the observations) will be approximately normally distributed with mean μ and variance σ^2/n, as n (the sample size) becomes large.

While the CLT assumes that the underlying population distribution of X does not have to be normal, it does require that the population distribution has a finite mean and variance. If the sample size is large enough (typically n > 30), the sample mean will be approximately normally distributed regardless of the shape of the population distribution.

However, it is important to note that there are some distributions where the CLT does not hold even for large sample sizes, such as heavy-tailed distributions like the Cauchy distribution.

In such cases, other techniques may be necessary to model the data.

For similar question on distribution.

https://brainly.com/question/29762639

#SPJ11

The ratio of blue balls to red balls is 4: 5. If there are 27 balls in total, how many red balls are there?

Answers

Answer:

red balls = 15

Step-by-step explanation:

It is given that The ratio of blue balls to red balls is 4: 5.

Let's assume

number of blue balls = 4x number of red balls = 5x.

If there are 27 balls in total it means that sum of Blue balls and red is equal to 27.

Blue balls + red balls = 27.

[tex]:\implies \: \: [/tex] 4x + 5x = 27

[tex]:\implies \: \: [/tex] 9x = 27

[tex]:\implies \: \: [/tex]x = 27/9

[tex]:\implies \: \: [/tex] x = 3

Number of blue balls = 4x

[tex]:\implies \: \: [/tex] 4 × 3

[tex]:\implies \: \: [/tex] 12 balls

Number of red balls = 5x

[tex]:\implies \: \: [/tex] 5 × 3

[tex]:\implies \: \: [/tex] 15 balls.

Verification :

[tex]:\implies \: \: [/tex] Blue balls + red balls = 27.

[tex]:\implies \: \: [/tex] 12 + 15 27

[tex]:\implies \: \: [/tex] 27 = 27

Hence, Verified!

Therefore, The total number of red balls are 15.

Compute the following integrals: (a) Let D:= {(1, y): 1>0, 12 + y2 < 16 }. Find IdA.

Answers

The value of the integral IdA is:

[tex]IdA = 2arc sin(\sqrt{(5)/4} ) - arcsin(\sqrt{(15)/4)[/tex]

To evaluate the integral IdA, we need to set up the integral in terms of the given region D.

The region D is defined by the inequalities:

1 < x < 4 (which implies x is positive)

-y < x - 1 < y

Rearranging the second inequality, we get:

1-y < x < 1+y

So, the region D can be described as:

D = {(x, y) : 1 < x < 4, [tex]- \sqrt{(16-y^2) }[/tex] < y < [tex]\sqrt{(16-y^2) }[/tex]}

To evaluate the integral IdA, we integrate over D as follows:

IdA = ∫∫D x dA

[tex]IdA = \int 1^4 \int -\sqrt{(16-y^2)} ^\sqrt{t(16-y^2)} x dy dx[/tex]

Integrating with respect to y, we get:

[tex]IdA = \int 1^4 x ∫-\sqrt{(16-y^2) } ^\sqrt{sqrt(16-y^2) } dy dx[/tex]

[tex]IdA = \int 1^4 x [arcsin(y/4)]^-\sqrt{(16-x^2)} ^\sqrt{(16-x^2) } dx.[/tex]

Evaluating the integral with respect to x, we get:

[tex]IdA = \int 1^4 [(x/2) * arcsin(y/4)]^-\sqrt{(16-x^2) } ^\sqrt{(16-x^2) } dx[/tex]

[tex]IdA = [(x/2) * arcsin(y/4)]_1^4[/tex]

[tex]IdA = (4/2 * arcsin(\sqrt{(5)/4)} ) - (1/2 * arcsin(\sqrt{sqrt(15)/4) } ).[/tex]

For similar question on integral.

https://brainly.com/question/29288389

#SPJ11

A team of animal science researchers have been using mathematical models to try to predict milk production of dairy cows and goats. Part of this work involves developing models to predict the size of the animals at different ages. In a paper published in 1996 in the research journal Annales de Zootechnie, this team presented a model of the relationship between the body mass of a Guernsey cow and the cow's age. Suppose that a calf is born weighing 40 kg. Goal: we want to predict its body mass y at future times Assumption: The body mass changes (with respect to age) at a rate proportional to how far the cow's current body mass is from the adult body mass (which is 486 kg).

Answers

The differential equation with initial condition that satisfied by B(t) = the body mass of a Guernsey cow t years after birth is k(B(t) - a)

In this context, the researchers presented a model in a paper published in 1996 that describes the relationship between the body mass of a Guernsey cow and the cow's age. This model is based on the assumption that the rate of change in body mass is proportional to how far the cow's current body mass is from the adult body mass, which is 486 kg.

To write the differential equation that represents this model, let B(t) be the body mass of a Guernsey cow t years after birth. The rate of change of body mass with respect to time t is given by dB/dt. According to the assumption, the rate of change of body mass is proportional to the difference between the current body mass and the adult body mass, which is B(t) - a. Therefore, we can write:

dB/dt = k(B(t) - a)

where k is a positive constant of proportionality. This is a first-order linear differential equation, which describes the growth of a Guernsey cow as a function of time.

To know more about differential equation here

https://brainly.com/question/30074964

#SPJ4

Complete Question:

A team of animal science researchers have been using mathematical models to try to predict milk production of dairy cows and goats. Part of this work involves developing models to predict the size of the animals at different ages. In a paper published in 1996 in the research journal Annales de Zootechnie, this team presented a model of the relationship between the body mass of a Guernsey cow and the cow's age. Suppose that a calf is born weighing 40 kg. Assumption: The body mass changes (with respect to age) at a rate proportional to how far the cow's current body mass is from the adult body mass (which is 486 kg),

a. (DE5) Write a differential equation with initial condition that satisfied by B(t) = the body mass of a Guernsey cow t years after birth. Use k as the constant of proportionality and write your equation so that k is positive.

Can someone pls help me on this math question.

Answers

Answer:

3y(x + 2z)

Step-by-step explanation:

Both have 3 and y in common so you can take both those out

3y(x + 2z)

Other Questions
what metabolite in the liver increase in a infant with classic galactosemia What is a vault in which the diagonal and transverse ribs compose a structural skeleton that partially supports the masonry web between them, transfers weight down into column supports? I attach a 2.0-kg block to a spring that obeys Hooke's Law and supply 16 J of energy to stretch the spring. I release the block; it oscillates with period 0.30 s. The amplitude is: A metallic object has a net charge on it. For steady state conditions, the excess charge is 1. Find the value of c to make the expression a perfect square, type the number where c is. Then write an equivalent expression in the form of squared factors.2. Solve the equation by completing the square. Show your reasoning. 4x^2 - 38x = -33 One of your employees was recently married. Her employee ID is still 189, however, her last name is now Rockefeller. Which SQL statement will allow you to reflect this change? Hormones released by the neurohypophysis include: (Select 2) thryotropin growth hormone arginine vasopressin adrenocorticotropic hormone follicle stimulating hormone oxytocin prolactin luteinizing hormone What does offal mean? How does Twain's use of this word in naming where Canty lives fit Canty's situation? Describe a method for making pure crystals of magnesium chloride from magnesium and dilute hydrochloric acid.In your method you should name the apparatus you use.You do not to mention safety Ranching regions around the world? i. Low population densities, ii. Poor land quality, iii. High labor inputs, iv. high capital investments calculate the inventory value using the dollar-value lifo retail method with retail price index and cost-to-retail percentage given when a tax is levied on a good, question 8 options: government collects revenues which might justify the loss in total welfare. there is a decrease in the quantity of the good bought and sold in the market. a wedge is placed between the price buyers pay and the price sellers effectively receive. all of the above are correct. Which assessment finding indicates that the infant latch during breast-feeding needs further intervention? A toy dart gun contains a spring with a spring constant of 220 N/m. A 0.069 kg dart is pressed 0.07 m into the gun. What is the maximum velocity of the dart? Indirect intervention approach may be _____-______ or by the SLP Write the slope-intercept form of the equation of the line through the given points.5) through: (4, 2) and (2,-5) Who can also obtain an OARRS report besides healthcare providers? what percent of the class completed the homework if 12 papers were collected out of a class of 20 students? you have a 40 - 60 mixture of n-hexane and n-octane that you want to separate using simple batch distillation at 101 kpa total pressure. you condense and collect the vapor fraction after 10% of the original liquid is distilled. what is the average composition of the vapor you condensed and the remaining liquid after 10% is distilled? assume that the mixture is ideal, that is, the activity coefficient is 1 for all liquid compositions. There isn't much of an argument to make. One particular language cannot incorporate all the features needed for each and every domain in which it is applied. It is as such that programmers often just learn a subset of a language that may be used of a particular language for a project.