The ols() method in statsmodels module is used to fit a multiple regression model using "Exam4" as the response variable and "Exam1", "Exam2", and "Exam3" as predictor variables. The output is shown below. A text version is available. What is the correct regression equation based on this output and what is the coefficient of determination? Exam4 = 46.2612 +0.1742 Exam1 + 0.1462 Exam2 + 0.0575 Exam3 coefficient of determination = 0.178 Exam4 = 10.969 +0.120 Exam1 +0.078 Exam2 + 0.053 Exam3 coefficient of determination = 0.178 Exam4 = 46.2612 + 0.1742 Exam1 + 0.1462 Exam2 +0.0575 Exam3 coefficient of determination = 3.329 Exam4 = 10.969 +0.120 Exam1 +0.078 Exam2 + 0.053 Exam3 coefficient of determination = 3.329

Answers

Answer 1

The correct regression equation based on this output is Exam4 = 46.2612 + 0.1742 Exam1 + 0.1462 Exam2 + 0.0575 Exam3, and the coefficient of determination is 0.178.

The ols() method in stats models module is used to fit a multiple regression model using "Exam4" as the response variable and "Exam1", "Exam2", and "Exam3" as predictor variables. The correct regression equation based on this output is:

Exam4 = 46.2612 + 0.1742 Exam1 + 0.1462 Exam2 + 0.0575 Exam3

The coefficient of determination of the model is 0.178.

Explanation:

The regression equation is given as:Exam4 = 46.2612 + 0.1742 Exam1 + 0.1462 Exam2 + 0.0575 Exam3The coefficient of determination (R-squared) is a statistical measure that represents the proportion of the variance for a dependent variable that's explained by an independent variable or variables in a regression model. The coefficient of determination for this model is 0.178. This means that 17.8% of the variance in the response variable (Exam4) is explained by the independent variables (Exam1, Exam2, and Exam3).Therefore, the correct regression equation based on this output is Exam4 = 46.2612 + 0.1742 Exam1 + 0.1462 Exam2 + 0.0575 Exam3, and the coefficient of determination is 0.178.

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Related Questions

Paul and five friends each sold the same number of tickets. They sold 54 tickets altogether. How many tickets did each person sell?

Answers

Answer:

8

Step-by-step explanation:

It's 54÷6 which equals 8

What is 2,800 divided by 64

What is 2,800 divided by 64

Answers

Answer:

43.75

Step-by-step explanation:

Calculators NEVER lie

2,800 divided by 64 can be calculated by division operation and it will be equal to 44 approximately

What is division?

Division is a mathematical operation, in which we distribute the number in equal parts, the number on the upper side is the total quantity and the number on the bottom side is equal parts of numbers which have to be distributed.

We denote division by '÷' this symbol.

To divide  2,800 by 64, we can think of it as breaking up 2,800 into 64 equal parts. Each of these parts will have a value of 64, since  2,800 divided by 64 is equal to 44.

In mathematical terms, division is the inverse operation of multiplication. When we divide  2,800 by 64, we are asking, "How many times does 10 fit into  2,800?" The answer is 44 , so  2,800 divided by 64 is equal to 44.

So, in summary,   2,800 divided by 64 is equal to 44, and this means that  2,800 can be evenly divided into 64 parts, each of which has a value of 44 .

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The answer
I don’t know how to do it

The answerI dont know how to do it

Answers

The values of a, b, c, and d, based on the given equation are:

\(a = 10\\b = 3\\c = -6\\d = -5\)

Let's calculate the values of a, b, c, and d based on the given table:

Using the equation \(y = x^2 - 4x - 2\), we can substitute the values of x and find the corresponding values of y:

For x = -3:

\(y = (-3)^2 - 4(-3) - 2 = 9 + 12 - 2 = 19\)

For x = -2:

\(y = (-2)^2 - 4(-2) - 2 = 4 + 8 - 2 = 10\)

For x = -1:

\(y = (-1)^2 - 4(-1) - 2 = 1 + 4 - 2 = 3\)

For x = 0:

\(y = (0)^2 - 4(0) - 2 = 0 - 0 - 2 = -2\)

For x = 1:

\(y = (1)^2 - 4(1) - 2 = 1 - 4 - 2 = -5\)

For x = 2:

\(y = (2)^2 - 4(2) - 2 = 4 - 8 - 2 = -6\)

For x = 3:

\(y = (3)^2 - 4(3) - 2 = 9 - 12 - 2 = -5\)

Now let's match these values with the table:

\(x , y = x^2 - 4x - 2\)

\(\[\begin{align*}(-3, 19) \\(-2, a) \\(-1, b) \\(0, -2) \\(1, -5) \\(2, c) \\(3, d) \\\end{align*}\]\)

From the given table, we have:

\(a = 10\\b = 3\\c = -6\\d = -5\)

Certainly! Here's a 100-word explanation of the given data:

The data provided consists of pairs of values, where the first column represents the x-values and the second column represents the y-values. Each row in the table corresponds to a data point. For instance, when x is \(-3\), the corresponding y-value is \(19\). Similarly, when x is \(-2\), the y-value is denoted as '\(a\)', and when \(x\) is -\(1\), the \(y\)-value is denoted as 'b'.

The pattern continues for the remaining data points, with specific values assigned to \(x \ and \ y\). This data set allows for the representation and analysis of relationships between the variables \(x \ and \ y\).

Therefore, the values of a, b, c, and d are:

\(a = 10\\b = 3\\c = -6\\d = -5\)

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answer 4x + 1 = 9 what is x ?​

answer 4x + 1 = 9 what is x ?

Answers

The answer will be x=2

Answer:

x=2

Step-by-step explanation

Nine less than one fourth of a number is 6. Find the the number

Answers

Answer:

60

Step-by-step explanation:

I took the test, used the girl below's answer and failed :) that is the correct answer <3 gl

Which system is equivalent to StartLayout Enlarged left-brace 1st Row 3 x squared minus 4 y squared = 25 2nd row negative 6 x squared minus 2 y squared = 11 EndLayout

Answers

Answer:

second option :)

Step-by-step explanation:

Answer:

B.

StartLayout Enlarged left-brace 1st Row 3 x squared minus 4 y squared = 25 2nd row negative 12 x squared + 4 y squared = 22 EndLayout

Step-by-step explanation:

A man trying to improve his health wanted to see if there was a linear relationship between how many miles he ran and his heart rate in beats per minute. After recording how many miles he ran and his heart rate for 12 different days he created this 95% confidence interval for 3 miles (160,180). The twelve different days could be considered a random sample of all of his run days. Which of these options below is the best interpretation of the confidence interval?


a. It can be stated with 95% confidence that his average heart rate after running 3 miles is between 160 and 180 beats per minute.

b. 95% of all people who run 3 miles will have a heart rate between 160 and 180 beats per minute.

c. It can be stated with 95% confidence that of the 12 days sampled every time he ran 3 miles his heart rate was between 160 and 180 beats per minute

d. It can be stated with 95% confidence that every time he has a heart rate between 160 and 180 beats per minute he will have just run 3 miles

Answers

A man wanted to investigate the linear relationship between how many miles he ran and his heart rate in beats per minute. After recording how many miles he ran and his heart rate for 12 different days, he created this 95% confidence interval for 3 miles (160,180). The twelve different days could be considered a random sample of all of his run days. The best interpretation of the confidence interval is Option a) It can be stated with 95% confidence that his average heart rate after running 3 miles is between 160 and 180 beats per minute.

Given that the 12 different days could be considered a random sample of all of his run days, the sample statistics of the study can be used to make inferences about the population parameters. Therefore, the 95% confidence interval for 3 miles of (160,180) can be interpreted as There is a 95% chance that the true population average heart rate after running 3 miles is between 160 and 180 beats per minute. Or It can be stated with 95% confidence that his average heart rate after running 3 miles is between 160 and 180 beats per minute.

Option a. It can be stated with 95% confidence that his average heart rate after running 3 miles is between 160 and 180 beats per minute is the best interpretation of the confidence interval.

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-(3z+4)=6z-3(3z+2) how do you determine whether or not the answer is no solution or identity?

Answers

The equation on solving by factoring method yields no solution.

In this question,

A no solution equation is also known as contradiction. This type of equation is never true, no matter what we replace the variable with. There is no value that will ever satisfy this type of equation.

The equation is -(3z+4)=6z-3(3z+2)

Solving the equation by factoring gives,

⇒ -(3z+4) = 6z-3(3z+2)

By distributive property,

⇒ -3z - 4 = 6z - 3(3z) - 3(2)

⇒ -3z - 4 = 6z - 9z - 6

⇒  -3z - 4 = -3z - 6

On rearranging the equation,

⇒ -3z + 3z = -6 + 4

⇒ 0 = -2

Here LHS is not equal to RHS. Thus the equation on solving by factoring method yields no solution.

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P(x)=(1-x)^2 in graph form

Answers

Answer:

See Attached

Step-by-step explanation:

P(x)=(1-x)^2 in graph form

What is the conjecture? 1,1,2,3,5,8 _, _, _, _, _,

Answers

Answer:

13, 21, 34, 55, 89 are the next five numbers in the sequence.

Step-by-step explanation:

It's known as the Fibonacci sequence. Every term is the sum of the previous two. If you add the terms of the sequence then the result of each of the sums will form a sequence as well. For this sequence 1+1=2, 2+3=5, 5+3=8, 8+5=13, 13+8=21, 21+13=34, 34+21=55, 55+34=89 and so on.

The perimeter of the square below is 36 yards. What is the length of each side?
yards

The perimeter of the square below is 36 yards. What is the length of each side?yards

Answers

Answer:

9 yards

Step-by-step explanation:

36/4=9

Answer : the answer is 9 (36 divided by 4 =9

PLEASE ANSWER THE PHOTO, BELLOW ILL GIVE HIGH RANK TYSM :}}}}}PLEASE MAKE SURE THEY ARE CORRECT :DDD

PLEASE ANSWER THE PHOTO, BELLOW ILL GIVE HIGH RANK TYSM :}}}}}PLEASE MAKE SURE THEY ARE CORRECT :DDD

Answers

Answer:

a) 15:7

b) 1950 ml

c) There were 10 people in the group

Step-by-step explanation:

a) In its basic form, the ratio would be 750:350. However, to get it to it's most basic form, we must find the greatest common factor (GCF) of 750 and 350, which is 50. Then, we divide both numbers by the GCF so that 750 is 15 and 350 is 7. Therefore, the basic form of the ratio is 15:7.

b) First, we can find the amount of chicken stock needed for 12 people, which is just double of the recipe since the recipe is for 6 people. (900 * 2 = 1800). Then, we need to figure out how much chicken stock is required for one person since there are 13 and not 12. We can do this by multiplying 900 by 1/6 (since it's for 1 person out of the 6 people recipe) to get 150. Then, add the amount of chicken stock needed for 12 people and 1 person together. 1800 + 150 = 1950.

c) First, we must figure out how many grams of leeks are required for just one person. We can do this by taking the amount needed in the recipe (for 6 people) and dividing it by 6 to get the amount needed for 1 person. 750 divide by 6 is 125, so 125 g of leeks are required to make soup for 1 person. Then, we take the total amount of leeks that Delia used (1250) and divide that by 125 to get 10.

The sales tax rate is 6.3%. Rosa buys a shirt priced as $108, what is her total cost including tax (nearest hundredth)​

Answers

Answer:

$114.80

Step-by-step explanation:

108 increase 6.3% =

108 × (1 + 6.3%) = 108 × (1 + 0.063) = 114.804

The diagram shows ten identical squares inside a rectangle.
length-
15 cm
The width of the rectangle is 15 cm.
Work out the length of the rectangle.
Optional working
Answer: length =
+
cm

Answers

Please attached a diagram drawn with MS Word based on the question parameters, and from a diagram from a similar question.

The length of the rectangle that contains 10 identical squares and has a width of 15 centimeters is 21 centimeters

What is a square?

A square is a quadrilateral that has four sides of the same length and the the four interior angles are each equal to 90°.

Some parts of the question appear missing, please find attached the design of a rectangle based on a similar GCSE question online. The width of the rectangle = 15 cm

The number of squares = 10

The number of squares that make up the width from the drawing = 5

The number of squares that make up the length of the rectangle are more than the number that makes up the width.

The side length of the square is therefore; 15 cm ÷ 5 = 3 cm

The number of squares that make up the length of the rectangle = 7

The length of the rectangle is therefore, L = 7 × 3 cm = 21 cm

The length of the rectangle = 21 centimeters

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The diagram shows ten identical squares inside a rectangle.length-15 cmThe width of the rectangle is

Rewrite the equation in Ax+By=C form.Use integers for A, B, and C.y-4=6(x-6)

Answers

The question wants us to represent your the equation y - 4 = 6()

Aiden has c pieces of candy. He gives away 72 of the pieces. Choose the expression that shows the number of pieces of candy Aiden has left.

Answers

Answer:

C= c - 72

Step-by-step explanation:I think, I have not done this a looooooong time. so I'm probably wrong.

PLEASE HELP ME . I've been asking the same question many times write a ratio in fraction from and in lowest terms for each of the following □∆∆□□∆oo∆

a) squares to triangles

b) circles to squares to triangles

c) triangles to circles and squares​

Answers

the answer is b because the ratio is squares, triangles, circles

Answer:

1.3/4

2.2/3/4 or 1/6

3.4/2/3 or 2/3

how to solve this math equation

how to solve this math equation

Answers

so we know the equation to get the total forces is

\(\cfrac{Kg\cdot m}{s^2} ~~ \begin{cases} Kg=kilograms\\ m=meters\\ s=seconds \end{cases}\implies Kg\cdot \cfrac{m}{s^2}\implies Kg\cdot (acceleration)\)

the idea being, well, we have to do unit conversion, we know the object has a mass of 80 grams, hmmm that's not Kilograms, however since there are 1000 grams in a Kg, we can just convert that, and the acceleration of it is 20 m/s², so

\(\stackrel{ Kilograms }{\cfrac{80}{1000}}\cdot \stackrel{ accelaration }{20}\qquad \impliedby \textit{sum of the forces}\)

point) We say a definite integral is improper if one is infinite, or if the is infinite.

Answers

A definite integral is said to be improper if one or both of the limits of integration are infinite, or if the integrand function has a vertical asymptote within the interval of integration.

In other words, an improper integral is one that cannot be evaluated using the usual techniques of integration, such as the fundamental theorem of calculus, because it involves infinite limits or a function that is not integrable over the interval.

For example, the definite integral of f(x) = 1/x from 1 to infinity is an improper integral because the upper limit of integration is infinity, which is not a finite number. Similarly, the definite integral of f(x) = ln(x) from 0 to 1 is an improper integral because the lower limit of integration is 0, and the function has a vertical asymptote at x=0.

To evaluate improper integrals, we use limit processes to determine whether the integral converges (has a finite value) or diverges (has an infinite value). If the integral converges, we can find its value by taking the limit of a related integral as one or both of the limits of integration approach infinity or zero.

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subtract the sum of 5/9 and -2/9 from the sum of 7/12 and -5/12​

Answers

\( [\frac{7}{12} + ( - \frac{5}{12} )] -[ \frac{5}{9} + ( - \frac{2}{9} )] \\ \\ = [ \frac{7}{12} - \frac{5}{12} ] - [ \frac{5}{9} - \frac{2}{9} ] \\ \\ = [ \frac{7 - 5}{12} ] - [ \frac{5 - 2}{9} ] \\ \\ = \frac{2}{12} - \frac{3}{9} \\ \\ = \cancel \frac{2}{12} - \cancel \frac{3}{9} \\ \\ = \frac{1}{6} - \frac{1}{3} \\ \\ = \frac{1 - 2}{6} \\ \\ = - \frac{1}{6} \)

Hope This Helps You ❤️

Answer:

         \(\frac{-1}{6}\)

Step-by-step explanation:

\(Sum \ of \ \ \frac{5}{9} \ and \ \frac{-2}{9} =\frac{5}{9} + \frac{-2}{9} = \frac{5-2}{9} = \frac {3}{9} = \frac{1}{3}\)

\(Sum \ of \ \frac{7}{12} \ and \ \frac{-5}{12} = \frac{7}{12} \ + \ \frac{-5}{12} = \frac{7-5}{12} = \frac{2}{12} = \frac{1}{6}\)

\(subtract \ first \ from \ second = \frac{1}{6} - \frac{1}{3} = \frac{1 -2}{6} = \frac{-1}{6}\)

Appropriateness, effectiveness, and ethics are the basic elements of: Please choose the correct answer from the following choices, and then select the submit answer button. feedback. linear communication. interpersonal communication competence. dyadic communication.

Answers

The basic elements of appropriateness, effectiveness, and ethics are associated with interpersonal communication competence.

Interpersonal communication competence refers to the ability to effectively and appropriately communicate with others in various interpersonal contexts. It involves the use of communication skills to achieve desired outcomes while considering ethical principles. Appropriateness refers to the suitability of communication in a given situation, taking into account cultural norms, social expectations, and interpersonal dynamics. Effectiveness pertains to the ability to achieve communication goals and desired outcomes, such as conveying information accurately or persuading others effectively. Ethics refers to the moral principles and standards that guide communication behavior, including honesty, integrity, respect, and fairness. These three elements—appropriateness, effectiveness, and ethics—are fundamental components of interpersonal communication competence, which is crucial for establishing and maintaining successful interpersonal relationships.

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The incidence of disease X is 56/1,000 per year among smokers and 33/1,000 per year among nonsmokers. What proportion of cases of disease X are due to smoking among those who smoke? a. 56% b.33% C. 41% d. 23% e. 59%

Answers

Answer:

C. 41 %

Step-by-step explanation:

The proportion of cases of disease X that are due to smoking among those who smoke can be calculated using the formula for attributable risk (AR) among the exposed: AR = (incidence in exposed - incidence in unexposed) / incidence in exposed.

In this case, the incidence in exposed (smokers) is 56/1,000 and the incidence in unexposed (nonsmokers) is 33/1,000. Plugging these values into the formula, we get:

AR = (56/1000 - 33/1000) / (56/1000) = 23/56 ≈ 0.41

So the proportion of cases of disease X that are due to smoking among those who smoke is approximately 41%, which corresponds to answer choice C

yw;)

In inferential statistics, the objective is to determine how probable it is that:
The alternative hypothesis is true.
The null hypothesis is true.
The alternative hypothesis is false.
The null hypothesis is false.

Answers

In inferential statistics, the objective is to determine the probability of the alternative hypothesis being true or the null hypothesis being true.

This involves using sample data to make inferences and draw conclusions about a larger population. By analyzing the data and performing statistical tests, we assess the likelihood of the alternative hypothesis or the null hypothesis being accurate.

The alternative hypothesis represents a claim or statement that contradicts the null hypothesis and suggests that there is a significant relationship or difference between variables. To determine its probability, statistical methods such as hypothesis testing and p-values are employed. These methods evaluate the strength of evidence against the null hypothesis and support the alternative hypothesis when the evidence is substantial.

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a/-8= - a+10/3
solve for A

​​​

Answers

Step-by-step explanation:

you can ask questions for clarification

a/-8= - a+10/3 solve for A



Solve the following equation.

21-b=11

Answers

By performing inverse operations, we determined that the solution to the equation 21 - b = 11 is b = 10.

To solve the equation 21 - b = 11, we need to isolate the variable b on one side of the equation. We can do this by performing inverse operations.

Starting with the given equation:

21 - b = 11

To isolate b, we can subtract 21 from both sides of the equation:

21 - b - 21 = 11 - 21

Simplifying the equation gives us:

-b = -10

Now, we can solve for b by multiplying both sides of the equation by -1 to change the sign of the variable:

-1 * -b = -1 * -10

This results in:

b = 10

Therefore, the solution to the equation 21 - b = 11 is b = 10.

To check our solution, we substitute b = 10 back into the original equation:

21 - (10) = 11

Simplifying the left-hand side of the equation gives us:

11 = 11

Since both sides of the equation are equal, our solution b = 10 is correct.

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Find sum of the given polynomials:

(39/8x^2-33/5x)+(24/5x-18/8x^2)

Answers

Answer:

3/40x x (35x-24)

Step-by-step explanation:

hope this helps

What are the answers of this question’s?

2) 8(-3w + 7)

3) 7(-8-3w)

4) 4(-2 + 9b) + 3

5) 7(-8 + 6d)

6) 5(-6q + 4)

7)-9(-8 + 39)

8) 2(-8y + 4) - 9y

9)-4d + 2(-6-7d)

10) 4p + 2(-9p - 8)

Answers

The answer is a I took it along time ago

HELP PLS

what is the best estimate for √333​
A. 111
B. 19
C. 18
D. 18.2

Answers

Answer:

the answer is 18.248 so it would either be c or d.

The height of a thrown ball is a quadratic function of the time it has been in the air. The graph of the quadratic function is the parabolic path of the ball. The vertex of the graph is (1, 20) and the path of the ball includes the point (0, 4). What is an expression that defines this function? Write the quadratic equation in vertex form and in the form y = ax^2 + bx + c.

Answers

An expression that defines this quadratic function is ax² + bx + c = 0.

An expression that defines the quadratic equation in vertex form is equal to y = -16(x - 1)² + 20 and y = -16x² + 32x + 4.

Given the following data:

Vertex, (h, k) = (1, 20).Point (x, y) = (0, 4).

What is a quadratic function?

A quadratic function can be defined as a mathematical expression that can be used to define and represent the relationship that exists between two or more variable on a graph.

In Mathematics, the graph of any quadratic function is parabolic because it is a u-shaped curve. Also, the standard form of a quadratic function is given by;

ax² + bx + c = 0

Mathematically, the standard equation with the vertex for any parabola is given by:

y = a(x - h)² + k.

where:

h and k are the vertex.a is a point.

Substituting the given parameters into the formula, we have;

y = a(x - h)² + k.

4 = a(0 - 1)² + 20.

4 = a + 20

a = -20 + 4

a = -16.

Therefore, an expression that defines this quadratic function is equal to ax² + bx + c = 0.

For the quadratic equation in vertex form, we have:

y = -16(x - 1)² + 20.

y = -16(x - 1)(x - 1) + 20.

y = -16(x² - x - x + 1) + 20.

y = -16(x² - 2x + 1) + 20.

y = -16x² + 32x - 16 + 20.

y = -16x² + 32x + 4.

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Describe the relationship between a circumference of a circle and its diameter.
Group of answer choices
options:
The circumference is half the length of the diameter.

The diameter is about 3.14 times greater than the circumference.

The circumference is about 3.14 times greater than its diameter.

The circumference is twice the length of its diameter.

which one i pick help!!!

Answers

Let’s start with defining an important relationship between the circumference and diameter.

The ratio of the circumference to the diameter always produces the quotient of pi (or 3.14….) for any circle. So, pi is a constant that can help find the circumference diameter given one or the other. This relationship is stated mathematically as:

Π=C/d, where C=circumference and d=diameter

So, to solve for the circumference given the diameter, we can rearrange the above equation with Algebra:

Multiply both sides by d:

Π•d=C

So, this means that the circumference is about 3.14 times greater than the diameter in any circle. This should make sense because the d=C/π.

Answer: the circumference is 3.14 times larger than the diameter.

am really thinking about reporting you but this is fun uenqeoisadcvhidw89 f9dh 98yfwrehfipugwe- we89hfa n9af9whajfd wn-98hweAnswer:

is fun

Step-by-step explanation:

poinst

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Shay's Rebellion showed:the American people that the government is always rights.the American people that violence is not the answer.the American people that violence is the answer. ________________ should only be used to support an already existing, healthy diet.a.energy pillsb.dietary supplementsc.protein shakesd.power bar Solve (x 3)2 = 49. Select the values of x. 46 -4 10 52 using the information provided in table 1, provide a detailed explanation why cyclohexane will provide better data than benzene in the determination of the molecular mass for an unknown compound Laurie wants to put a portable cellular phone mini-tower on her roof. the tower cannot be placed higher than 30 feet. the slant of the roof can be represented by the equation r(x)=-1/4|x|+60. If her house is 40 feet wide where could she place the tower? Explain Write the equation of the line with slope -2 passing through the point (7, -1). simple linear regression analysis differs from multiple regression analysis in that . multiple choice simple linear regression uses only one explanatory variable the coefficient of correlation is meaningless in simple linear regression goodness-of-fit measures cannot be calculated with simple linear regression the coefficient of determination is always higher in simple linear regression DO Reabsorbed or secreted substances Please classify these substances as either being reabsorbed or secreted, 1. Glucose2. Drugs (penicilin) 3. Ammonia (nitrogenous wastes) 4. Salts (NaCl) 5. Amino acids how does GIS allow for increase interconnectedness of people across the globe ben is walking along some railroad tracks. he notices that the tracks appear closer together as he looks farther down the tracks until arriving at a single point. what is ben experiencing? Hemas is a manufacturing company producing different types of soaps. Baby soaps, beauty soaps which are used by men and woman and medicated soaps which are used by people have skin disorders. All the three types of soaps are manufactured using same resources. Following information is available about the price and resources used for manufacturing all the three products.ParticularsBaby soap (BS)Beauty soap (PS)Medicated soap (MS)OMROMROMRSelling Price per pair1 to 21.5 to 2.52.5 to 3.5Material cost (RO 0.25 per soap)0.50 (2 units)0.75 (3 units)1(4 units)Direct Labour (OMR 0.025 per hour)0.050(2Hours)0.10(4 hours)0.150(6 hours)Machine Hours (OMR 0.35 per hour)0.140(4 MH)0.35(1MH)0.70 ( 2MH)Expected Demand for June (no of soaps)5,0008,0002,500Company has got a special-order of 1000 soaps for each product from LuLu hypermarket who are their regular customers but at a discount price of OMR 0.250 for each product. This special order is not included in the above demand.Hemas generally has sufficient resources to meet the demand but because of the limited supply from their regular supplier, the company has following resources available for the month of June.Direct Material 53,250 unitsDirect labour 54,000 HoursMachine Hours 45,000 HoursQuestion 2Required:What do you understand by limiting factor, evaluate the concept of outsourcing when resources are limited? 3 MarksCalculate the optimum production Plan for Hemas company for the month of June, assuming that the special order of the regular customer will be supplied in full. 8 MarksWhat is the total contribution for the month of June? 4 Marks Lara's mouth is dry, and she realizes that she hasn't had anything to drink all morning. The water level in hercells has dropped, and she feels thirsty. Seeing her classmates drinking from their water bottles isdistracting her from paying attention in class, and at the next opportunity, she will go to the water fountainand take an extra large drink. Her feeling thirsty and taking an extra large drink can be understood in termsof the _____ theory of motivation. Identify the following forms of factoring with the correct method of solving find the surface area of 9 3 3 pyramid What protects consumers against harm from products on the market? Franchises Profit Motives Private property rights Government Regulations Which rectangle has an area of 40 square units What does good exposition in a story do for readers which is true regarding this preprocessor directive A teacher is making a seating chart in order to group his class of 30 students. He puts 5 students in each group.What should the teacher do to figure out how many groups he will have? unions tend to have all of the following effects on pay except