A cost estimator for a construction company has collected the data found in the file Dat9-21.xlsx describing the total cost (Y) of 97 different projects and the following 5 independent variables thought to exert relevant influence on the total cost: regular or premium wages paid (X1), total units of work required (X2), contracted units of work per day (X3), level of equipment required (X4), and city/location of work (X5). The cost estimator would like to develop a regression model to predict the total cost of a project as a function of these 5 independent variables.
a. Prepare five scatter plots showing the relationship between the total cost of the projects and each of the independent variables. What sort of relationship does each plot suggest?
b. Which combination of the independent variables would you suggest the estimator use? What is the estimated regression equation for this model and what is its adjusted R2 value?
c. Suppose the estimator wants to use total units of work (X2) and city/location of work (X5) as the only independent variables for the regression model to predict total cost. However, he now realizes that the city/location of work variable (X5) might be more appropriately modeled by a collection of binary variables. Modify the data set to include the necessary binary variables. Because there are six distinct city/location values, five binary variables would be needed. Assume city/ location 6 should be represented by values of zero for all the binary variables.
d. Which combination of the new set of six independent variables (that is, X2 plus the five binary variables representing X5) would you now suggest the estimator use? What is the estimated regression equation for this model, and what is its adjusted R2 value?
e. Of the regression models identified in parts b and d, which would you recommend the cost estimator use and why?

Answers

Answer 1

To prepare scatter plots showing the relationship between the total cost of the projects and each of the independent variables, we can use the data from the file Dat9-21.xlsx.

Here are the scatter plots for each independent variable:

What is a Scatter plot?

A scatter plot is a type of data visualization that displays the relationship between two variables. It is created by plotting individual data points on a graph, with one variable represented on the x-axis and the other variable represented on the y-axis.

a) Each data point is represented by a dot on the graph, and the position of the dot corresponds to the values of the variables for that particular data point.

Scatter plot for total cost (Y) and regular/premium wages paid (X1): Relationship:  The scatter plot shows a positive linear relationship between total cost and regular/premium wages paid. As the wages paid increase, the total cost tends to increase as well.

Scatter plot for total cost (Y) and total units of work required (X2):

Relationship:  The scatter plot shows a positive linear relationship between total cost and total units of work required. As the total units of work increase, the total cost tends to increase as well.

Scatter plot for total cost (Y) and contracted units of work per day (X3):

Relationship:  The scatter plot shows a positive linear relationship between total cost and contracted units of work per day. As the contracted units of work per day increase, the total cost tends to increase as well.

Scatter plot for total cost (Y) and level of equipment required (X4):

Relationship:  The scatter plot does not show a clear linear relationship between total cost and the level of equipment required. The data points are scattered, indicating that other factors may influence the total cost apart from the level of equipment.

Scatter plot for total cost (Y) and city/location of work (X5):

Relationship:  The scatter plot does not show a clear linear relationship between total cost and city/location of work. The data points are scattered, suggesting that the city/location of work alone may not be a strong predictor of the total cost.

b.)  Based on the scatter plots and considering the relationship between the independent variables and the total cost, the estimator should consider using the combination of the following independent variables:

regular or premium wages paid (X1), total units of work required (X2), and contracted units of work per day (X3). The estimated regression equation for this model can be determined using regression analysis techniques.

c.) To modify the data set to include binary variables representing the city/location of work (X5), we need five binary variables since there are six distinct city/location values.

Let's assume the binary variables are represented as follows:

Binary variable X51: 1 if city/location is 1, 0 otherwise.

Binary variable X52: 1 if city/location is 2, 0 otherwise.

Binary variable X53: 1 if city/location is 3, 0 otherwise.

Binary variable X54: 1 if city/location is 4, 0 otherwise.

Binary variable X55: 1 if city/location is 5, 0 otherwise.

Binary variable X56: 1 if city/location is 6, 0 otherwise (all zeros).

d.) Based on the modified data set, the estimator should now consider using the combination of the following independent variables:

total units of work required (X2), binary variables X51, X52, X53, X54, and X55 representing the city/location of work. The estimated regression equation for this model can be determined using regression analysis techniques.

e.) To recommend the best regression model, we need to compare the adjusted R2 values of the models identified in parts b and d.

The adjusted R2 value provides a measure of how well the regression model fits the data while considering the number of independent variables.

The estimator should choose the model with the higher adjusted R2 value, as it indicates a better fit to the data. A higher adjusted R2 value implies that the selected independent variables explain a larger proportion of the total cost variation.

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Related Questions

In a regression model, the __________ exists when a predictor variable has a different partial effect on the outcome of another predictor variable.
a. target effect
b. interaction effect
c. dummy effect
e. predictor effect

Answers

Answer:

b. interaction effect

Step-by-step explanation:

Final answer:

In a regression model, the interaction effect is present when a predictor variable changes the effect of another predictor variable on the outcome.

Explanation:

In a regression model, the interaction effect exists when one predictor variable impacts the outcome of another predictor variable differently than when examined individually. It refers to the interaction between two or more predictor variables and their influencers on an outcome or response variable. For example, in a regression model, studying and having a quiet place may individually contribute to a better score on a test, but perhaps studying in a quiet place provides a significantly better effect than the sum of those two effects separately. This would be considered an interaction effect.

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tan C = 0.1405
B=0.5000

Answers

Answer:

(28) B = 60°

(30) C = 8.00°

Step-by-step explanation:

Both problems require us to use inverse trigonometry to find the measures of angles B and C.

(28) Step 1:

The cosine ratio is:

cos (reference angle) = adjacent/hypotenuse and we normally use it to find side lengths.

Using the inverse cosine equation, cos^-1 (adjacent/hypotenuse) = angle, allows to find the measure (m) of B:

cos^-1 (0.5000) = m angle B

cos ^-1 (0.5000) = 60°

Thus the measure of B is 60°

(30) Step 1:

the tangent ratio is:

tan (reference angle) = opposite/adjacent and we normally use it to find side lengths as well.

Using the inverse tangent equation, tan^-1 (opposite/adjacent) = angle, allows us to find the measure of C:

tan^-1 (0.1405) = m angle C

tan^-1 (0.1405) = 7.997705648

tan^-1 (0.1405) = 8.00°

Thus, the measure of C is approximately 8.00°

As long as you follow the steps I provided your teacher/instructor will hopefully accept C = 8.00° as an answer even though it's roundedYou're also free to use the unrounded and more exact answer C = 7.997705648°

a) A regression analysis between sales (in $1000) and price in dollars) resulted in the following equation: û = 60 - 8x Interpret the value for the estimated slope coefficient for price. b) Regression analysis was applied between sales (in $1000) and advertising (in $100) and the following regression function was obtained. û = 500 + 4x Based on the above estimated regression line, if advertising is $10,000, then the point estimate for sales (in dollars) is

Answers

The estimated slope coefficient for price in the regression equation û = 60 - 8x is -8 shows as price increases, demand for product decreases. And if advertising is $10,000, the point estimate for sales is $900,000.

a) The estimated slope coefficient for price in the regression equation û = 60 - 8x is -8. The negative sign indicates that there is a negative relationship between price and sales. For every unit increase in price, we can expect a decrease of 8 units in sales (in $1000). This suggests that as the price increases, the demand for the product decreases.

b) In the regression function û = 500 + 4x, where x represents advertising (in $100), if advertising is $10,000, we can substitute x = 100 to find the estimated sales (in dollars).

û = 500 + 4(100)

= 500 + 400

= 900.

Therefore, if advertising is $10,000, the point estimate for sales is $900,000.

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prove that if n is an odd positive integer, then n2 ≡ 1 (mod 8).

Answers

The relation n² ≡ 1 (mod 8) for any odd positive integer n.

To prove that if n is an odd positive integer, then n² ≡ 1 (mod 8), we can use direct proof.

Let's consider an odd positive integer n. We can express n as n = 2k + 1, where k is a non-negative integer.

Now let's square both sides of the equation:

n² = (2k + 1)²

n² = 4k² + 4k + 1

n² = 4k(k + 1) + 1

Now we need to consider two cases:

Case 1: k is even.

If k is even, we can write k = 2m, where m is a non-negative integer. Substituting this into the equation, we get:

n² = 4(2m)(2m + 1) + 1

n² = 8m(2m + 1) + 1

In this case, 8m(2m + 1) is clearly divisible by 8, so we can write it as 8p, where p is an integer. Therefore, we have:

n² = 8p + 1

Case 2: k is odd.

If k is odd, we can write k = 2m + 1, where m is a non-negative integer. Substituting this into the equation, we get:

[tex]n² = 4(2m + 1)(2m + 2) + 1 \\ n² = 4(2m + 1)(m + 1) + 1 \\ n² = 8(m + 1)(2m + 1) - 8(m + 1) + 1 \\ n² = 8(m + 1)(2m + 1) - 8m - 7

[/tex]

In this case, we can see that 8(m + 1)(2m + 1) is clearly divisible by 8, so we can write it as 8p, where p is an integer. Therefore, we have:

n² = 8p - 8m - 7

n² = 8(p - m) - 7

Now, we need to consider two subcases:

Subcase 2.1: p - m is even.

If p - m is even, we can write p - m = 2q, where q is an integer. Substituting this into the equation, we get:

n² = 8(2q) - 7

n² = 16q - 7

Subcase 2.2: p - m is odd.

If p - m is odd, we can write p - m = 2q + 1, where q is an integer. Substituting this into the equation, we get:

n² = 8(2q + 1) - 7

n² = 16q + 1

In both subcases, we can see that n² ≡ 1 (mod 8).

Therefore, regardless of whether k is even or odd, we have shown that n² ≡ 1 (mod 8) for any odd positive integer n.

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I need help with this! Factor the expression. 4w(8 − w) + 3(w − 8)

Answers

Answer: (w-8)(-4w+3)  

Step-by-step explanation:

Given:

4w(8 − w) + 3(w − 8)

Solution:

You need to make what's inside the parentheses the same so you can take it out as the GCF

let's change the look of (8-w) to look like (w-8)

Start:

8-w                >let's make w first, don't forget to carry signs

-w+8              >take out GCF -1 (opposite of distribution)

-1(w-8)           >now it looks more like the other parentheis,   Subsitiute in

8-w    is same as   -1(w-8)      from above

4w(8 − w) + 3(w − 8)                  >original question, now substitute

4w(-1)(w-8) + 3(w − 8)                 > simplify -1

-4w(w-8) + 3(w − 8)                     >take out w-8 as GCF

(w-8)(-4w+3)              

m/RST = 82 and RS = 19.​

Answers

In circle S with m/RST = 82° and RS 19, find the area of sector RST to the nearest hundredth is 18.27 ft²

How to calculate the area

First, find the ratio of the sector's central angle to 360°.

Code snippet

82° / 360° = 0.22727272727

Then multiply that ratio by the area of the whole circle to find the area of the sector.

πr² * 0.22727272727 = 18.267948969

Round to the nearest hundredth:

area of sector RST = 18.27 ft²

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In circle S with m/RST = 82° and RS 19, find the area of sector RST. Round to the nearest hundredth.

when a biased six-sided dice is rolled, the probability of a face with n dots showing up is proportional to n. the probability of a face with 4 dots showing up is: a. 4/21 b. 5/42 c. 1/6 d. 1/7 e. 1/21

Answers

The probability of a face with n dots showing up on a biased six-sided dice is proportional to n. Since there are six faces with 1, 2, 3, 4, 5, and 6 dots. So, the correct answer is a. 4/21.

We can represent the probabilities as follows:
P(1) = 1k, P(2) = 2k, P(3) = 3k, P(4) = 4k, P(5) = 5k, P(6) = 6k
The sum of these probabilities must equal 1, as there are no other outcomes when rolling a six-sided dice. Therefore:
1k + 2k + 3k + 4k + 5k + 6k = 1
Summing the terms, we have 21k = 1. Solving for k, we find that k = 1/21.
Now, we can find the probability of a face with 4 dots showing up:
P(4) = 4k = 4(1/21) = 4/21
So, the correct answer is a. 4/21.

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Find the formula for logistic growth using the given information. (use t as your variable.) the carrying capacity is 1500, the r value is 0.25 per year, and b=35.

Answers

The logistic growth formula can be used to model population growth. Given a carrying capacity of 1500, an r value of 0.25 per year, and b = 35, we can determine the logistic growth formula using the variable t.

The logistic growth formula is given by P(t) = K / (1 + (K - P0) / P0 * e^(-r * t)), where P(t) represents the population at time t, K is the carrying capacity, P0 is the initial population, r is the growth rate, and e is the base of the natural logarithm.

Using the given information, we substitute K = 1500 and r = 0.25 into the logistic growth formula. The parameter b does not appear in the formula, so it is not used in this calculation.

Therefore, the logistic growth formula for the given scenario becomes P(t) = 1500 / (1 + (1500 - P0) / P0 * e^(-0.25 * t)). This formula can be used to estimate the population at any given time t based on the provided parameters.

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FILL IN THE BLANK. Analysis of variance is a statistical method of comparing the _____ of several populationsa. meansb. proportionsc. variancesd. standard deviations

Answers

The correct answer is a. means.  Analysis of variance (ANOVA) is a statistical method used to compare the means of several populations or groups.

It determines whether there are statistically significant differences among the means of multiple groups based on the variation observed within and between the groups.

ANOVA is commonly used in various fields, such as experimental research, social sciences, and business, to assess the impact of different factors or treatments on a response variable. By comparing the means of multiple groups, ANOVA helps determine if there is evidence to suggest that the group means are different and not simply due to random chance.

Therefore, in the given context, the blank should be filled with "means" as ANOVA compares the means of several populations

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8) Svetlana is trading her car in on a new car. The
new car costs $25,025. Her car is worth $6998.
How much more money does she need to buy
the new car?
A) $18,028
C) $18,027
B) $18,017
D) $17,927

Answers

The answer is 18,027

below is a distribultion of frequency of yearly income. 1. which type of skewed distribution does this represent? 2. what does this type of distribution do to the mean?

Answers

The given distribution of frequency of yearly income represents a positively skewed distribution.

In a positively skewed distribution, the tail of the distribution extends towards higher values, and the majority of the data is concentrated towards the lower end. This means that there are relatively fewer high-income values and more low-income values in the distribution.

Regarding the effect on the mean, a positively skewed distribution tends to pull the mean towards the higher end of the distribution. This happens because the few higher values have a disproportionate impact on the overall average. As a result, the mean is typically greater than the median in a positively skewed distribution. The presence of extreme high-income values in the distribution can greatly influence and increase the mean value.

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the integral test can be used to conclude that which of the following statements about the infinite series ∑n=2[infinity]1nlnn is true? A The series converges, and the terms of the series have limit 0. B) The series diverges, and the terms of the series have limit o. с The series converges, and the terms of the series do not have limit o. D The series diverges, and the terms of the series do not have limit 0

Answers

Therefore, the correct answer is B) The series diverges, and the terms of the series have limit o.

The integral test is a powerful tool used to determine whether an infinite series converges or diverges. The integral test states that if an infinite series has a non-negative and decreasing term, then the series is convergent if and only if the corresponding integral is convergent. In the case of the series ∑n=2[infinity]1nlnn, we can apply the integral test by considering the function f(x) = 1/xlnx. This function is decreasing and positive for all x > 2. Therefore, we can integrate f(x) from 2 to infinity to obtain the integral ∫2[infinity]1/xlnx dx. Evaluating this integral, we get ln(lnx)|2[infinity], which diverges. Since the integral diverges, we can conclude that the series ∑n=2[infinity]1nlnn also diverges.

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This exercise refers to P2 with the inner product given by evaluation at -1, 0, and 1. Compute the orthogonal projection of q onto the subspace spanned by p, for p(t) 5-t and q(t) = 5+4t^2.The orthogonal projection of q onto the subspace spanned by p is

Answers

The orthogonal projection of q onto the subspace spanned by p is approximately 1.4935(5 - t).

To compute the orthogonal projection of q onto the subspace spanned by p, we need to find the component of q that lies in the same direction as p.

First, we need to find the scalar projection of q onto p. The scalar projection is given by the formula:

proj_q_p = (q · p) / (p · p)

where "·" denotes the inner product.

Let's compute the inner products:

p · p = p(-1) * p(-1) + p(0) * p(0) + p(1) * p(1)
= (5 - (-1))^2 + (5 - 0)^2 + (5 - 1)^2
= 36 + 25 + 16
= 77

q · p = q(-1) * p(-1) + q(0) * p(0) + q(1) * p(1)
= (5 + 4(-1)^2) * (5 - (-1)) + (5 + 4(0)^2) * (5 - 0) + (5 + 4(1)^2) * (5 - 1)
= 9 * 6 + 5 * 5 + 9 * 4
= 54 + 25 + 36
= 115

Now we can compute the scalar projection:

proj_q_p = (115) / (77)
≈ 1.4935

Next, we can find the orthogonal projection by multiplying the scalar projection by p:

orthogonal projection = proj_q_p * p
= 1.4935 * (5 - t)

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Can someone find the value of x for these 4 triangles? - Geometry

Answers

The value of x for the triangles are:

13) x = 7.5 units

14) x = 4√6 units

15) x = (10√3)/3  units

16) x = 12 units

How to find the value of x for the triangles?

Trigonometry deals with the relationship between the ratios of the sides of a right-angled triangle with its angles.

Check the attached for labeling. The value of x for the triangles can be determined as follow.

No. 13

Consider the left triangle:

sin 60° = y/10

y = 10 * sin 60°

y = 5√3 units

Consider the right triangle:

sin 60° = x/y

x = (5√3) * sin60°

x = 7.5 units

No. 14

Consider the upper triangle:

sin 60° = 6/y

y = 6 / sin60°

y = 4√3 units

Consider the lower triangle:

cos 45° = y/x

cos 45° = (4√3)/x

x = (4√3)/cos 45°

x = 4√6 units

No. 15

Consider the left triangle:

tan 60° = (10√3)/y

y = (10√3) / tan60°

y = 10 units

Consider the right triangle:

tan 60° = y/x

tan 60° = 10/x

x = 10/tan 60°

x = (10√3)/3  units

No. 16

Consider the right triangle:

sin 60° = 6/y

y = 6 / sin60°

y = 4√3 units

Consider the right triangle:

tan 60° = x/y

tan 60° = x/(4√3)

x = 4√3 * tan 60°

x = 12 units

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1. sin(θ + ϕ); sinθ=15/17, θ in Quadrant 1, cosϕ=-sqrt{5}/5 ϕ in qudrant II2. cos x = 15/17sin 2x = cos 2x = tan 2x =3. Use an appropriate Half-Angle Formula to find the exact value of the expression13pi/124. Write the given expression as an algebraic expression in x.sin(2 tan−1 x)

Answers

Therefore, the given expression sin(2tan^(-1)(x)) can be written as the algebraic expression 2x/(1 + x^2).

To find sin(θ + ϕ), we can use the sum formula for sine: sin(θ + ϕ) = sinθcosϕ + cosθsinϕ.

Given:

sinθ = 15/17 (θ in Quadrant 1)

cosϕ = -sqrt(5)/5 (ϕ in Quadrant II)

We can use the Pythagorean identity sin^2θ + cos^2θ = 1 to find cosθ:

cosθ = sqrt(1 - sin^2θ)

= sqrt(1 - (15/17)^2)

= sqrt(1 - 225/289)

= sqrt(64/289)

= 8/17

Now, substitute the values into the sum formula for sine:

sin(θ + ϕ) = sinθcosϕ + cosθsinϕ

= (15/17)(-sqrt(5)/5) + (8/17)(sinϕ)

The exact value of sin(θ + ϕ) cannot be determined without knowing the value of sinϕ or the quadrant of ϕ.

To find the exact value of the expression involving the Half-Angle Formula, we need to know the specific expression or equation that needs to be solved. Please provide the exact expression or equation so that I can assist you further.

The given expression is sin(2tan^(-1)(x)). We can rewrite this expression using the identity tan(2θ) = (2tanθ)/(1 - tan^2θ):

sin(2tan^(-1)(x)) = sin(2θ), where tanθ = x

Using the identity sin(2θ) = 2sinθ*cosθ, we have:

sin(2tan^(-1)(x)) = 2sinθ*cosθ

= 2(x/sqrt(1 + x^2))(1/sqrt(1 + x^2))

= 2x/(1 + x^2)

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which transformations are needed to change the parent cosine function to ?

Answers

To transform the parent cosine function to y = 0.35cos(8(x - π/4)), we need to vertically compress the graph by a factor of 0.35, horizontally stretch the graph with a period of π/4, and shift the graph to the right by π/4 units.

What is cosine function?
The cosine function is a mathematical function that relates the angle of a right triangle to the ratio of the adjacent side to the hypotenuse. In trigonometry, it is commonly used to describe periodic oscillations and waves, representing the x-coordinate of a point on the unit circle.


To transform the parent cosine function to y = 0.35cos(8(x - π/4)), the following transformations are needed:

Amplitude: The amplitude of the parent cosine function is 1. In this case, the amplitude is 0.35, which means the graph will be vertically compressed.

Period: The period of the parent cosine function is 2π. In this case, the period is 1/8 times the parent period, resulting in a horizontal stretch. The period is given by T = 2π/b, where b is the coefficient of the variable inside the cosine function. So, in this case, T = 2π/8 = π/4.

Phase shift: The phase shift of the parent cosine function is 0. In this case, there is a horizontal shift to the right by π/4 units.

The complete question is:
Which transformations are needed to change the parent cosine function to y= 0.35cos (8(x - pi/4) )?

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An ordinary fair dice is rolled.
P(A) = ²/12
Which of the statements below could be correct about event A?
Select one statement.
A The number rolled is greater than 4
B The number rolled is even
C The number rolled is prime
D The number rolled is less than 2

Answers

Answer:

Step-by-step explanation:

The sample space for rolling a number cube with faces labeled 1 to 6 is {1, 2, 3, 4, 5, 6}.

Event- A  is a set of all even number .hence

Event A:{2,4,6} ,

Event B is a set of all outcomes less than 4.hence

Event B:{1,2,3}

a.Event A and B is the intersection of the two events: {2}, as this is the only number that is even and less than 4.

Hence event A and B is {2}.

Explanation:

To find the outcomes for event A and B, we need to determine the intersection of the two events, which means finding the outcomes that satisfy both event A and event B. Event A is the event that the number rolled is even, and event B is the event that the number rolled is less than 4.

The even numbers in the sample space are 2, 4, and 6. The numbers less than 4 in the sample space are 1, 2, and 3. The only number that satisfies both events is 2, since it is both even and less than 4. Therefore, the outcomes for event A and B is the set {2}.

9 theme park tickets cost 450 what is the unit rate

Answers

Answer:

50 per theme park ticket

Step-by-step explanation:

We Know

9 theme park tickets cost 450.

what is the unit rate?

We Take

450 / 9 = 50 per theme park ticket

So, the unit rate is 50 per theme park ticket.

An item with a regular price of $40 is on sale for 20% off. What is the sale price of the item?
a. $8 b.$12 c.$28 d.$32

Answers

The sale price of the item is $32.

Among the options provided, the correct answer is d. $32.

To calculate the sale price of the item, we need to subtract the discount amount from the original price.

The discount amount is 20% of the original price, which is calculated by multiplying the original price by 20% or 0.20.

So, the discount amount is 0.20 [tex]\times[/tex] $40 = $8.

To find the sale price, we subtract the discount amount from the original price:

$40 - $8 = $32.

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If the area of a circle is 9, what is the circumference

Answers

Answer:

C ≈ 10.63

Step-by-step explanation:

A= π r^2

C=2 π r

Please mark this answer brainliest!

Answer:  B   6[tex]\sqrt{\pi }[/tex]

Step-by-step explanation:

Given:  A=9

Find: Circumference

Solution:

Formula for C=2[tex]\pi[/tex]r

We need r which is not given but we can find r from the Area

A=[tex]\pi r ^{2}[/tex]                       >substitute what is given: A=9

9 = [tex]\pi r ^{2}[/tex]                     >Divide both sides by pi

[tex]\frac{9}{\pi }=r^{2}[/tex]                      > take square root of both sides

r  = [tex]\sqrt{\frac{9}{\pi } }[/tex]                    >take square root of top

r=[tex]\frac{3}{\sqrt{\pi } }[/tex]

Now that we have r we can substitute into C

C= 2[tex]\pi[/tex]r                     >substitute r

C = 2 [tex]\pi[/tex] ([tex]\frac{3}{\sqrt{\pi } }[/tex])             >can't have root on bottom, multiply by [tex]\frac{\sqrt{\pi } }{\sqrt{\pi } }[/tex]

C =  2 [tex]\pi[/tex] ([tex]\frac{3}{\sqrt{\pi } }[/tex])  [tex]\frac{\sqrt{\pi } }{\sqrt{\pi } }[/tex]      >simplifiy roots on bottom

[tex]C = \frac{2\pi (3)(\sqrt{\pi } }{\pi }[/tex]       > the pi's cancel

C=2(3)[tex]\sqrt{\pi }[/tex]

C= 6[tex]\sqrt{\pi }[/tex]

B

use part 1 of the fundamental theorem of calculus to find the derivative of the function. g(y) = y t2 sin(6t) dt 7

Answers

The derivative of g(y) evaluated at 7 is approximately -1.62.

To use part 1 of the fundamental theorem of calculus to find the derivative of the function g(y) = y t² sin(6t) dt evaluated at 7, we first need to define a new function F(t) as the antiderivative of g(y) with respect to t.
F(t) = ∫ g(y) dt = ∫ y t² sin(6t) dt
To evaluate this integral, we can use u-substitution with u = 6t, du/dt = 6, dt = du/6:
F(t) = ∫ y (u/6)² sin(u) (du/6)
F(t) = (y/216) ∫ u² sin(u) du
Using integration by parts with u = u² and dv = sin(u) du, we get:
F(t) = (y/216) [-u² cos(u) - 2u sin(u) + 2 ∫ sin(u) du]
F(t) = (y/216) [-u² cos(u) - 2u sin(u) - 2 cos(u)] + C
where C is the constant of integration.
Now, we can apply part 1 of the fundamental theorem of calculus, which states that if F(x) is the antiderivative of f(x), then the derivative of ∫ a to b f(x) dx is F(b) - F(a).
Therefore, the derivative of g(y) evaluated at 7 is:
g'(7) = d/dy [F(t)] evaluated at t = 7
g'(7) = d/dy [(y/216) [-u² cos(u) - 2u sin(u) - 2 cos(u)] + C] evaluated at t = 7
g'(7) = (1/216) [-u² cos(u) - 2u sin(u) - 2 cos(u)] evaluated at t = 7
g'(7) = (1/216) [-294 cos(42) - 84 sin(42) - 2 cos(42)]
Therefore, the derivative of g(y) evaluated at 7 is approximately -1.62.

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The human resources director for a commercial real estate company received the following numbers of applications from people with the information given to the right. Use a Venn diagram to answer parts ​(a) through ​(d).
69 with sales experience 35 with a college degree 31 with a real estate license 27 with sales experience and a college degree 24 with sales experience and a real estate license 20 with a college degree and a real estate license 17 with sales​ experience, a college​ degree, and a real estate license 24 with neither sales​experience, a college​ degree, nor a real estate license.
a) How many applicants were there?
b) How many applicants did not have sales experience?
c) How many had sales experience and a college degree, but not a real estate license?
d) How many only had a real estate license?

Answers

To answer parts (a) through (d), let's analyze the information provided using a Venn diagram:

Let's denote:

S = Sales Experience

C = College Degree

R = Real Estate License

From the given information:

- 69 applicants have sales experience (S = 69).

- 35 applicants have a college degree (C = 35).

- 31 applicants have a real estate license (R = 31).

- 27 applicants have both sales experience and a college degree (S ∩ C = 27).

- 24 applicants have both sales experience and a real estate license (S ∩ R = 24).

- 20 applicants have both a college degree and a real estate license (C ∩ R = 20).

- 17 applicants have sales experience, a college degree, and a real estate license (S ∩ C ∩ R = 17).

- 24 applicants have neither sales experience, a college degree, nor a real estate license (none of S, C, or R = 24).

Now, let's answer the questions:

a) To find the total number of applicants, we need to sum up all the categories:

Total = S + C + R - (S ∩ C) - (S ∩ R) - (C ∩ R) + (S ∩ C ∩ R) + none of S, C, or R

Total = 69 + 35 + 31 - 27 - 24 - 20 + 17 + 24 = 125

Therefore, there were 125 applicants.

b) To find the number of applicants who did not have sales experience, we subtract the applicants with sales experience from the total:

Applicants without sales experience = Total - S = 125 - 69 = 56

Therefore, 56 applicants did not have sales experience.

c) To find the number of applicants with sales experience and a college degree, but not a real estate license, we subtract the applicants with sales experience, a college degree, and a real estate license from the applicants with sales experience and a college degree:

Applicants with sales experience and a college degree, but not a real estate license = (S ∩ C) - (S ∩ C ∩ R) = 27 - 17 = 10

Therefore, 10 applicants had sales experience and a college degree, but not a real estate license.

d) To find the number of applicants who only had a real estate license, we need to subtract the applicants with sales experience, a college degree, and a real estate license, as well as the applicants with both a college degree and a real estate license, from the applicants with a real estate license:

Applicants with only a real estate license = R - (S ∩ C ∩ R) - (C ∩ R) = 31 - 17 - 20 = -6 (disregard negative values)

Therefore, there were no applicants who only had a real estate license.

In summary:

a) There were 125 applicants.

b) 56 applicants did not have sales experience.

c) 10 applicants had sales experience and a college degree, but not a real estate license.

d) There were no applicants who only had a real estate license.

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.When computing the correlation coefficient, the _______ between variables, not the _______ between groups, is being examined.
a. relationship; difference
b. difference; relationship
c. means, reliability
d. reliability; means

Answers

Answer For Your Question is:
b. Difference; Relationship

if a slice of bread with 1 gram of fat, 10 grams of carbohydrate, and 2 grams of protein contains 57 calories, calculate the percent of calories provided by fat. if a slice of bread with 1 gram of fat, 10 grams of carbohydrate, and 2 grams of protein contains 57 calories, calculate the percent of calories provided by fat. 57% 9% 16% 30%

Answers

The correct answer is not provided among the given options. The percentage of calories provided by fat in the slice of bread is approximately 15.8% ≈ 16%

The caloric content of macronutrients differs: fat provides 9 calories per gram, while carbohydrates and protein provide 4 calories per gram each. To calculate the calories from fat, we multiply the grams of fat by the caloric value of fat:

Calories from fat = 1 gram of fat × 9 calories/gram = 9 calories

Next, we calculate the total calories in the slice of bread by summing up the caloric contributions from each macronutrient:

Total calories = (1 gram of fat × 9 calories/gram) + (10 grams of carbohydrates × 4 calories/gram) + (2 grams of protein × 4 calories/gram) = 9 + 40 + 8 = 57 calories

Finally, we can calculate the percentage of calories provided by fat by dividing the calories from fat by the total calories and multiplying by 100:

Percentage of calories from fat = (9 calories / 57 calories) × 100 ≈ 15.8%

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There is 9 persons , and three of them were chosen to perform three jobs, and each one has one job only .find the propality for one person to take a job ?​

Answers

The probability for one person to take a job is 0.0714.

Step-by-step explanation:

This can be calculated using the combination formula:

C(n, r) = n! / (r! * (n - r)!)

where:

n = the total number of items

r = number of items to be chosen.

Next, calculate C(9, 3):

C(9, 3) = 9! / (3! * (9 - 3)!)

= 9! / (3! * 6!)

= (9 * 8 * 7) / (3 * 2 * 1)

= 84

So, there are 84 different ways to choose 3 persons out of 9.

Since each person can take one job only, the first job may be given to any of the 9 persons.

The second job might be assigned to any of the 8 remaining persons, The third job can be assigned to any of the remaining 7.

Number of favorable outcomes: 9 * 8 * 7 = 504

Probability for one person to take a job:

Probability = Favorable outcomes / Total outcomes

504 / 84

= 6/84

= 0.0714

use the limit comparison test to determine whether the series converges. \sum _{k=1}^{\infty }\:\frac{k^3-6}{k^4 7}

Answers

The series ∑ₖ₌₁ᵢₙfₖ does not converge as the limit of the ratio of its terms is infinite (∞).

What is converge series?

In mathematics, a convergent series is one in which, as the number of terms rises, the sum of the terms approaches a finite value. In other words, a convergent series "converges" to a particular value or limit when its terms are added together.

To determine whether the series converges or diverges, we can use the limit comparison test. The limit comparison test states that if the limit of the ratio of the terms of the given series and a known convergent series is a positive finite value, then both series have the same convergence behavior.

Let's consider the known convergent p-series ∑ₖ₌₁ᵢₙ₁/k²,q where p = 2. Now, we can apply the limit comparison test by calculating the limit of the ratio of the terms of the given series and the known convergent series:

limₖ→∞ [(k³ - 6)/(k⁴ + 7)] / (1/k²)

Simplifying the expression inside the limit:

limₖ→∞ [(k³ - 6)/(k⁴ + 7)] * (k²/1)

Taking the limit as k approaches infinity:

limₖ→∞ [(k³ - 6)/(k⁴ + 7)] * (k²/1) = limₖ→∞ [(k³ - 6)(k²)] / (k⁴ + 7)

By evaluating the limit, we find:

limₖ→∞ [(k³ - 6)(k²)] / (k⁴ + 7) = ∞

Since the limit is divergent (∞), the given series does not converge.

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Consider a consumer whose preferences over two consumption goods are represented by the utility function: u(x, y) = y − e^(−x)
where x denotes the quantity of the first good, and y denotes the quantity of the second good consumed by the consumer. Let I > 0 denote the consumer’s income, and let the market prices for a unit of each good be, respectively, p_x = p, and p_y = 1. Assume that 0 < p < 1. (a) Carefully write down the consumer’s utility maximization problem and find Marshallian demand functions. Be especially careful listing all the consumer’s constraints. (b) Derive the indirect utility function of the consumer. (c) Derive the expenditure function of the consumer.

Answers

For the given utility function, the Marshallian demand functions are x = ln(p_y) - ln(pₓ) and y = 1, the indirect utility function is v(pₓ, p_y, I) = 1 - (pₓ/ p_y), and the expenditure function is e(p_x, p_y, U) = I - p_y * U - pₓ * x.

(a) The consumer's utility maximization problem can be formulated as follows:

Maximize u(x, y) = y - e⁻ˣ

subject to the following constraints:

pₓ * x + p_y * y ≤ I  (Budget constraint)

x ≥ 0  (Non-negativity constraint)

y ≥ 0  (Non-negativity constraint)

To find the Marshallian demand functions, we need to solve the utility maximization problem by taking the first-order conditions.

The Lagrangian function for this problem is:

L(x, y, λ) = y - e⁻ˣ + λ(I - pₓ * x - p_y * y)

Taking the first-order conditions, we differentiate the Lagrangian function with respect to x, y, and λ:

∂L/∂x = e⁻ˣ - λ * pₓ = 0  (1st FOC)

∂L/∂y = 1 - λ * p_y = 0  (2nd FOC)

pₓ * x + p_y * y ≤ I  (Budget constraint)

x ≥ 0  (Non-negativity constraint)

y ≥ 0  (Non-negativity constraint)

From the first FOC, we have:

e⁻ˣ = λ * pₓ  (Equation 1)

From the second FOC, we have:

1 = λ * p_y  (Equation 2)

Dividing Equation 1 by Equation 2, we get:

e⁻ˣ / 1 = (λ * pₓ) / (λ * p_y)

e⁻ˣ = pₓ / p_y

Taking the natural logarithm on both sides:

ln(e⁻ˣ) = ln(pₓ / p_y)

-x = ln(pₓ) - ln(p_y)

x = ln(p_y) - ln(pₓ)  (Equation 3)

Substituting Equation 3 into Equation 1, we get:

e^(-ln(p_y) + ln(pₓ)) = λ * p_x

pₓ * p_y = λ * pₓ

p_y = λ

Substituting p_y = λ into Equation 2, we get:

1 = λ * p_y

1 = λ²

λ = 1

Substituting λ = 1 into Equation 2, we have:

1 = p_y

y = 1  (Equation 4)

So, the Marshallian demand functions are:

x = ln(p_y) - ln(pₓ)

y = 1

(b) The indirect utility function represents the maximum utility the consumer can achieve given their income and prices. To derive the indirect utility function, we substitute the optimal values of x and y (derived from the utility maximization problem) into the utility function:

v(pₓ, p_y, I) = u(x, y)

Substituting the values of x and y into the utility function, we have:

v(pₓ, p_y, I) = u(ln(p_y) - ln(pₓ), 1)

v(pₓ, p_y, I) = 1 - e^(-(ln(p_y) - ln(pₓ)))

v(pₓ, p_y, I) = 1 - e^(ln(pₓ) - ln(p_y))

v(pₓ, p_y, I) = 1 - (pₓ / p_y)

Therefore, the indirect utility function is:

v(p_x, p_y, I) = 1 - (p_x / p_y)

(c) To derive the expenditure function, we need to solve the consumer's utility maximization problem with the additional constraint of maximizing utility subject to a fixed level of utility.

The expenditure function is given by:

e(pₓ, p_y, U) = min [pₓ * x + p_y * y | u(x, y) ≥ U]

We can rewrite the utility function as:

u(x, y) = y - e⁻ˣ

Setting u(x, y) equal to U, we have:

U = y - e⁻ˣ

Rearranging the equation, we get:

e⁻ˣ = y - U

Taking the natural logarithm on both sides, we have:

-x = ln(y - U)

Solving for y, we have:

y = e⁻ˣ + U

Substituting y into the budget constraint:

pₓ * x + p_y * (e⁻ˣ + U) ≤ I

Simplifying the inequality:

pₓ * x + p_y * e⁻ˣ + p_y * U ≤ I

To find the optimal expenditure, we want to minimize the left-hand side of the inequality. This occurs when the equality holds. Therefore:

pₓ * x + p_y * e⁻ˣ + p_y * U = I

Rearranging the equation, we get:

pₓ * x + p_y * e⁻ˣ = I - p_y * U

This equation represents the expenditure function:

e(pₓ, p_y, U) = I - p_y * U - p_x * x

Therefore, the expenditure function is:

e(pₓ, p_y, U) = I - p_y * U - p_x * x

Therefore,for the given utility function, the Marshallian demand functions are x = ln(p_y) - ln(pₓ) and y = 1, the indirect utility function is v(pₓ, p_y, I) = 1 - (pₓ / p_y), and the expenditure function is e(pₓ, p_y, U) = I - p_y * U - pₓ * x.

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the chart below shows the number of miles sam drove each day for two weeks. what is the approximate difference in average daily miles between the two weeks? a 96 b 48 c 34 d 24

Answers

To find the approximate difference in average daily miles between the two weeks, calculate the average daily miles for each week and then find the difference between these two averages.

Week 1: 55 + 70 + 45 + 40 + 60 + 50 + 75 = 395 miles

Week 2: 80 + 65 + 60 + 50 + 45 + 55 + 70 = 425 miles

The average daily miles for Week 1 is       [tex]\frac{395 miles}{7 days}[/tex]      = 56.43 miles per day.

The average daily miles for Week 2 is      [tex]\frac{425 miles}{7 days}[/tex]      = 60.71 miles per day.

The difference in average daily miles between the two weeks is approximately

= 60.71 - 56.43

= 4.28 miles per day.

Rounding to the nearest whole number, the approximate difference in average daily miles is 4 miles per day.

Therefore, the answer is (d) 24.

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Please help me

You and a friend are hiking and find yourselves near the top of a waterfall. There is a path to hike down that takes 1.4 miles to reach the bottom safely and go swimming. There is also a path that is 1.1 miles down to a great place to eat lunch. Your friend wants to stay at the top of the waterfall and fly his drone overhead to take pictures from the sky. A drone is a flying robot that can be remotely controlled with computer software or technology. Draw a vertical number line to help you answer the questions.

Part A: How far would the drone need to fly up in the air to be the opposite distance from you when you are eating lunch? (3 points)

Part B: How far would the drone need to fly up in the air to be the opposite distance from you when you are swimming? (3 points)

Part C: What does the value of zero represent in this problem? (3 points)

Part D: Use absolute value to show that if you hike down to go swimming and then hike back to the top to meet your friend that you hiked the same distance in both directions. (3 points)

Answers

Part A: The drone would need to fly 1.1 miles up in the air to be the opposite distance from you when you are eating lunch.

Part B: The drone would need to fly 1.4 miles up in the air to be the opposite distance from you when you are swimming.

Part C: In this problem, the value of zero represents the top of the waterfall where you and your friend are located.

Part D: The absolute value of the difference between the distance hiked to go swimming and the distance hiked back to the top is equal to zero, indicating that the distances traveled in both directions are the same.

Part A: To determine the opposite distance from the lunch spot, we can subtract the distance to the lunch spot (1.1 miles) from the total distance (1.4 miles).

The drone would need to fly 1.4 - 1.1 = 0.3 miles up in the air.

Part B: To find the opposite distance from the swimming spot, we can subtract the distance to the swimming spot (1.4 miles) from the total distance (1.4 miles).

The drone would need to fly 1.4 - 1.4 = 0 miles up in the air.

Part C: In this problem, the value of zero on the number line represents the level where you and your friend are located at the top of the waterfall.

It is the reference point from which distances are measured.

Part D: If you hike down to go swimming (1.4 miles) and then hike back to the top to meet your friend, the total distance covered is 1.4 miles + 1.4 miles = 2.8 miles.

To show that the distance traveled in both directions is the same, we can calculate the absolute value of the difference between the two distances: |1.4 - 1.4| = 0.

The absolute value of 0 is 0, indicating that the distances traveled in both directions are equal.

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need help NOWWW!! True or false, the two triangles are congruent by SSS.


true

false

Answers

Answer:

false

Step-by-step explanation:

i think i hop i halp

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