a term used to describe the case when the independent variables in a multiple regression model are correlated is . a. correlation b. multicollinearity c. linearity d. regression

Answers

Answer 1

Multicollinearity refers to a situation in multiple regression where the independent variables, or predictors, in a statistical model are correlated with each other. Option B multicollinearity is correct.

Multicollinearity can result in several problems, including:

Difficulty in interpreting regression coefficients: When predictor variables are highly correlated, it becomes challenging to interpret the individual effect of each predictor on the dependent variable, as the effects may be confounded or mixed up.Unstable estimates of regression coefficients: Multicollinearity can lead to unstable or unreliable estimates of regression coefficients, as small changes in the data or the model can result in large changes in the estimated coefficients.Reduced statistical power: Multicollinearity can reduce the statistical power of a multiple regression model, making it harder to detect significant relationships between the predictors and the dependent variable.Increased standard errors: Multicollinearity can lead to increased standard errors of the regression coefficients, which can result in wider confidence intervals and decreased precision in estimating the true coefficients.

It is important to identify and address multicollinearity in a multiple regression model to ensure accurate and reliable interpretation of the results. This can be done through techniques such as variance inflation factor (VIF) analysis, principal component analysis (PCA), or using a subset of predictors with low intercorrelation.

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Answer 2

The term used to describe the case when the independent variables in a multiple regression model are correlated is

b. multicollinearity  is correct.

Multiple regression is a typical method in statistical modelling for determining the association between a dependent variable and two or more independent variables.

The fundamental tenet of multiple regression is that there is no correlation between the independent variables. Multicollinearity is the outcome when this assumption is broken, which can happen in real life.

When two or more independent variables in a multiple regression model have a high correlation with one another, multicollinearity arises.

Due to these issues, the model's coefficients may not be correctly interpreted, producing estimates that are inaccurate and unstable.

It is challenging to separate the distinct impacts of each independent variable on the dependent variable when multicollinearity is present because these effects are entangled and difficult to separate.

b. multicollinearity is correct option.

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Related Questions

Which of the following values are solutions to the inequality 10+ x > 7?
I. – 7
II. - 1
III. - 3

Answers

Answer:

II

Step-by-step explanation:

All the other options create a number that is smaller than 7, while the inequality suggests otherwise.

While, II create the number 9 - which is indeed bigger then 7

Glad to help ÷)

What is the length of the hypotenuse

What is the length of the hypotenuse

Answers

Answer:

5

Step-by-step explanation:

Help! 100 points to correct!

Help! 100 points to correct!

Answers

Answer:

B is correct

Step-by-step explanation:

adding the amount taken away and then subtracting it is the same as subtracting twice

Answer:

either b or c

Step-by-step explanation:

please help i will give 20 points if added demonstration on how to graph the answer

please help i will give 20 points if added demonstration on how to graph the answer

Answers

Answer

Your equation

-4y = -6x + 8

Change to y intercept form y=mx+b

-4y = -6x + 8

Divide all parts by -4

-4/-4 y = -6/-4 x + 8/-4

Simplify

y = 3/2x - 2

Now graph

Start with y intercept (b) = -2

Mark your coordinate -2 on the y axis

Now from your -2 point, plot your next point using your slope of 3/2 (which is y/x) by going up +3 and right +2 and plot your point. Do this again for three points on your graph and draw your line.

Your coordinates are

(0, -2)
(2, 1)
(4, 4)
please help i will give 20 points if added demonstration on how to graph the answer

The solution is the factor 4y - 6x:. 2(2y - 3x) = 2(2y - 3x). 8 = 2• 4 =. 2(2y - 3x)

8. 2• 4

cancel the common factor: 2

= 2y - 3x. the answer is 2y - 3x

4 4

Select the correct answer from each drop-down menu. Consider this quotient.

(3x^2-27x)/2x^2+13x-7 ÷ 3x/4x^2-1

The simplest form of this quotient has a numerator of (2x + 1)(x - 9) v and a denominator of x + 7 The expression does exist when x=​

Select the correct answer from each drop-down menu. Consider this quotient.(3x^2-27x)/2x^2+13x-7 3x/4x^2-1The

Answers

Answer:

Step-by-step explanation:

Select the correct answer from each drop-down menu. Consider this quotient.(3x^2-27x)/2x^2+13x-7 3x/4x^2-1The

The figure below shows dimensions of a block of foam used to package a triangular shaped product. The foam is in the shape of a rectangular prism with a small triangular prism removed from the center. How many cubic centimeters of foam are used to package this product?

The figure below shows dimensions of a block of foam used to package a triangular shaped product. The

Answers

Answer:

5,580

Step-by-step explanation:

Rectangle: 36x30x60=6480

Triangle: 1/2x15x20x6=900

6480-900=5,580

The foam are used to package this product is cubic centimeters.

What is the volume of the rectangular prism?

The Area of the rectangular prism is the product of the length, breadth, and height of the given prism.

Area of rectangular prism = 2(length x width + length x height + width x length)

Area of rectangular prism = 2( 36 x 30 + 30 x60 + 60 x 36)

= 10080 cubic centimeters

Let's find the base area:

The formula to find the base area is,

B = ½bh

Triangle area = 1/2 x 15 x 20 x 6

Triangle area = 900

10080 - 900 = 9180

Hence, the foam are used to package this product is cubic centimeters.

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Is SAA a triangle similarity theorem?

Answers

The SAA (Side-Angle-Angle) criterion is not a triangle similarity theorem.

Triangle similarity theorems are used to determine if two triangles are similar. Similar triangles have corresponding angles that are equal and corresponding sides that are proportional.  There are three main triangle similarity theorems:  AA (Angle-Angle) Criterion.

SSS (Side-Side-Side) Criterion: If the lengths of the corresponding sides of two triangles are proportional, then the triangles are similar. SAS (Side-Angle-Side) Criterion.

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Consider the building inspector's visits once again. Suppose now that 17 new built houses are selected at random for inspection. Remember that the inspector knows from past experience that 8 out of every 10 new built houses complies with municipal regulations. What is the standard deviation of the number of new built houses that will comply with municipal regulations? Oa. 2.88 b. 1.60 c. 2.56 d. 1.65 e. 2.72

Answers

Option (d) is correct.

The standard deviation of the number of new built houses that will comply with municipal regulations is approximately 1.65

To find the standard deviation of the number of new built houses that will comply with municipal regulations, we can use the binomial distribution formula:

Standard Deviation (σ) = √(n * p * (1 - p))

where n is the number of trials (17 houses) and p is the probability of success (compliance rate of 8/10 or 0.8).

Plugging in the values, we have:

σ = √(17 * 0.8 * (1 - 0.8))

= √(17 * 0.8 * 0.2)

= √(2.72)

Therefore, the standard deviation of the number of new built houses that will comply with municipal regulations is approximately 1.65 (option d).

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wrwhrowurhiuwirhirhiaruarhuaiwrhaihaiowawlrhwauilrhawuirhwauihruaiwhruawilhawuirawlirwairawriahrihawirhlairhawirahwulrihawuilrhawilr

Answers

Answer:

wrwhrowurhiuwirhirhiaruarhuaiwrhaihaiowawlrhwauilrhawuirhwauihruaiwhruawilhawuirawlirwairawriahrihawirhlairhawirahwulrihawuilrhawilr to you too. :)

Step-by-step explanation:

Answer:

wrwhrowurhiuwirhirhiaruarhuaiwrhaihaiowawlrhwauilrhawuirhwauihruaiwhruawilhawuirawlirwairawriahrihawirhlairhawirahwulrihawuilrhawilr

Step-by-step explanation:

wrwhrowurhiuwirhirhiaruarhuaiwrhaihaiowawlrhwauilrhawuirhwauihruaiwhruawilhawuirawlirwairawriahrihawirhlairhawirahwulrihawuilrhawilr

Data set 2 is symmetric The prices for six books are given below. If all the prices are reduced by 50%, what is the new median price? $12.75, $14.80, $19.99 $9.95 $16.00, $17.95 (A) $7.40 (B) $7.70 (C) $15.24 (D) $15.40

Answers

After reducing all the book prices by 50%, the new median price is determined to be $7.70 (B)

To find the new median price after reducing all the book prices by 50%, we first need to calculate the reduced prices. By reducing each given price by 50%, we get $6.375, $7.40, $9.995, $4.975, $8.00, and $8.975 respectively.

Next, we arrange these reduced prices in ascending order: $4.975, $6.375, $7.40, $8.00, $8.975, and $9.995. The median is the middle value in this ordered list. Since there are six prices, the middle two values are $7.40 and $8.00.

To find the median, we take the average of these two values, which gives us ($7.40 + $8.00) / 2 = $7.70.

Therefore, the new median price, after reducing all the book prices by 50%, is $7.70 (B). This means that the median price of the books, after the reduction, is $7.70.

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can someone help me I have to get ready for my practice EOC please help me with this question, solve the quadratic equation: 4x^2+7+25. I really would appreciate it thxs

Answers

The factored form of the quadratic equation 4x² + 7 + 25 is 4(x² + 8).

How to factorise quadratic equation?

Quadratic equations are the polynomial equations of degree 2 in one variable of type f(x) = ax² + bx + c = 0 where a, b, c, ∈ R and a ≠ 0.

Factoring a quadratic equation can be defined as the process of breaking the equation into the product of its factors

Therefore, let's factorise the quadratic equation as follows:

4x² + 7 + 25

4x² + 32

Hence, using the common factor,

4x² + 32 = 4(x² + 8)

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Bellingham, Washington, has an area of 25.4 mi^2 and a population
of 74,547 during one year. Bakersfield, California, has an area of 113.1 mi^2 and a
population of 295,536 during the same year. Which city has a greater number of
people per square mile?

Answers

Answer:

Bellingham Washington has an area of 25.4  

Step-by-step explanation:

Bellingham, washington, had an area of 25.4mi2 and a population of 74,547 during one year. Bakersfield, Calfornia, had an area of 113.1mi2 and a population of 295,536 during the same year.

Which set of ratios could be used to determine if one triangle is a dilation of the other? A triangle has side lengths of 4, 6, 8.5. A second triangle has side lengths of 6, 9, 12.5. StartFraction 4 Over 6 EndFraction = StartFraction 6 Over 9 EndFraction = StartFraction 8.5 Over 12.5 EndFraction StartFraction 6 Over 4 EndFraction = StartFraction 6 Over 9 EndFraction = StartFraction 8.5 Over 12.5 EndFraction StartFraction 4 Over 6 EndFraction = StartFraction 9 Over 6 EndFraction = StartFraction 8.5 Over 12.5 EndFraction StartFraction 4 Over 6 EndFraction = StartFraction 8.5 Over 9 EndFraction = StartFraction 6 Over 12.5 EndFraction

Answers

Answer:

\(A.\ \frac{4}{6} = \frac{6}{9} = \frac{8.5}{12.5}\)

Step-by-step explanation:

Given

Let the two triangles be A and B

Sides of A: 4, 6 and 8.5

Sides of B: 6, 9 and 12.5

Required

Which set of ratio determines the dilation

To determine the dilation of  a triangle over another;

We simply divide the side of a triangle by a similar side on the other triangle;

From the given parameters,

A ------------------B

4 is similar to 6

6 is similar to 9

8.5 is similar to 12.5

Ratio of dilation is as follows;

\(Dilation = \frac{4}{6}\)

\(Dilation = \frac{6}{9}\)

\(Dilation = \frac{8.5}{12.5}\)

Combining the above ratios;

\(Dilation = \frac{4}{6} = \frac{6}{9} = \frac{8.5}{12.5}\)

From the list of given options, the correct option is A,

Answer:

a

Step-by-step explanation:

Find the slope of the line that passes through A(0,−5) and B(3,−4) .

Answers

Answer: 1/3

Step-by-step explanation: slope is the difference between the y values over the difference of the x values

The slope of the line that passes through A(0,−5) and B(3,−4) will be 1/3.

What is slope?

A slope is a tangent or angle at a point and a slope is the intensity of inclination of any geometrical lines.

Slope = Tanx where x will be the angle from the positive x-axis at that point.

The slope could be positive or negative.

The slope associated with two points (x₁, y₁) and (x₂, y₂) is given by

Slope = (y₂ - y₁)/(x₂ - x₁)

Slope m = (-4 + 5)/(3 - 0)

m = 1/3

Hence "The slope of the line that passes through A(0,−5) and B(3,−4) will be 1/3".

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if you can explain how you did it please n thank you ​

if you can explain how you did it please n thank you

Answers

Answer:

BCD=100

hope it helps

Step-by-step explanation:

Brainliest please

if you can explain how you did it please n thank you

Can someone please help me with this question? It's so tricky

Can someone please help me with this question? It's so tricky

Answers

Answer:

math is tricky but itsall in your head jk you got this

Step-by-step explanation:

Answer:

C. 6 1/2

Step-by-step explanation:

your formula: V=lwh

(turn your fractions into improper numbers)

13/6*6/5*5/2= 13/2= 6 1/2

a pole that is 2.8m tall casts a shadow that is 1.49m long. at the same time, a nearby building casts a shadow that is 37.5m long. how tall is the building? round your answer to the nearest meter.

Answers

The height of the building is 71 meters.

We can solve this problem using the similar triangles. The height of the building can be determined by setting up the following proportion:

(the height of pole) / (length of pole's shadow) = (height of building) / (length of building's shadow)

Substituting the given values:

2.8 / 1.49 = (height of building) / 37.5

To find the height of the building, we can cross-multiply and solve for it:

(2.8 * 37.5) / 1.49 = height of building

Calculating the expression on the right side:

(2.8 * 37.5) / 1.49 ≈ 70.7013

Rounding to the nearest meter, the height of the building is approximately 71 meters.

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Fill in the graph...

Fill in the graph...

Answers

For an input of 25, the output is of: 400/7.For an output of 22, the input is of: 77/8.For an input of x, the output is of: 16x/7.For an output of y, the input is of: 16x/7.For an input of 2x, the output is given as follows: 32x/7.For an input of x + 3, the output is given as follows: (16x + 48)/7.

What is a proportional relationship?

A proportional relationship is a type of relationship between two quantities in which they maintain a constant ratio to each other.

The equation that defines the proportional relationship is given as follows:

y = kx.

In which k is the constant of proportionality, representing the increase in the output variable y when the constant variable x is increased by one.

The constant for this problem is given as follows:

k = y/x

k = 16/7.

Hence the equation is:

y = 16x/7.

The outputs for the given inputs are given as follows:

x = 25: y = 16 x 25/7 = 400/7.2x: y = 16(2x)/7 = 32x/7.x + 3: y = 16(x + 3)/7 = (16x + 48)/7.

When y = 22, the input is given as follows:

22 = 16x/7

x = 22 x 7/16

x = 77/8.

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HELP PLEASE!!!!!!!!!!!!

HELP PLEASE!!!!!!!!!!!!

Answers

You can't, the only factor in both is 1

1(a^4 + 4b^4)

Hope this helps!

write the order of operations down using your own words​

Answers

The order of operations is:

Parentheses, Exponent, Division, Multiplication, Addition, Subtraction.

Or PEMDAS.

hope it helps!

55 employees increased by 20 percent
please help!​

Answers

Answer:

I believe its 66

Step-by-step explanation:

55×20%=11

55+11=66

Yes, I do believe also that it is 66 the guy up top is right in my opinion

Please find out what x is

Please find out what x is

Answers

Answer:

10

Step-by-step explanation:

The sum of exterior angles for any polygon is 360.

so first add up all the given exterior angle:

30+35 = 65.

next, find all the exterior angles that you can find:

Exterior angle = 180-interior angle

so:

180-90 = 90

180-135 = 45

180-120 = 60

180-90=90

These are all that we can find.

now add these to 65:

90+45+60+90+65 = 350

To find x, subtract 350 from 360, which is the sum of exterior angles.

360-350 = 10

Hope this helps

Good Luck

Answer:

10°

Step-by-step explanation:

30°+35°+90°+90°+(180°-120°)+(180°-135°)+x=360°

350°+x=360°

x=10°

see attached for all internal and external angles (the one with 155 should read 145)

Please find out what x is

What is the volume of this square pyramid?

What is the volume of this square pyramid?

Answers

Answer:

400m^3

Step-by-step explanation:

Answer: \(400m^{2}\)

Step-by-step explanation:

In order to solve this square pyramid's volume, we use the formula:

V = 1/3(B)(h)

Now, we plug in what we know. Since it has a square base, the sides of the base are all the same:

1/3(10*10)(12)

Now we solve:

1/3(100)(12)

1/3(1200)

400

Find the 55th term of the arithmetic
sequence 8, 24, 40,

Answers

The answer would be872

Write a in the form a=aTT+aNN at the given value of t without finding T and N.
r(t) = (2t + 4)i + (t) J + (t^2)k, t= - 1
a= (__)T+(__)N
(Simplify your answers. Type exact answers, using radicals as needed. Use integers or fractions for any num)

Answers

According to information given,  `a = (-16)T + (0)N = (-16)(2i + j - 2k) + 0(0i + 0j + k)` at `t = -1`, which is the correct answer.

`r(t) = (2t + 4)i + (t)j + (t^2)k, t = -1`.

To find `a=a_TT+a_NN` at `t = -1`.

First, find `T = r'(t)` and `N = T'/|T'|`,

where `r'(t)` is the unit tangent vector of the curve r(t) and `T'` is the derivative of T with respect to `t`.

To find `T = r'(t)`, differentiate r(t) with respect to t.

We get: `r'(t) = 2i + j + 2tk`.

So, `T = r'(-1) = 2i + j - 2k`.

Differentiating `T` with respect to `t`, we get `T' = 0i + 0j + 2k`.

So, `|T'| = 2`.

Therefore, `N = T'/|T'| = 0i + 0j + k`.

We know that `a = a_TT + a_NN`.

We have found `T` and `N`.

We need to find `a_T` and `a_N`.

To do that, find `a = r''(t)` where `r''(t)` is the acceleration vector of the curve r(t)

Differentiating `r'(t)`, we get `r''(t) = 0i + 0j + 2k`.

So, `a_T = r''(-1) .

T = 0i + 0j + 2k . (2i + j - 2k) = -4`.

Therefore, `a_T = -4` and `a_N = a - a_T = (r''(-1) . N) = 0`.

Hence, `a = (-4)T`.

Now, substituting `T` and `N`, we get

`a = (-4)(2i + j - 2k)

= -8i - 4j + 8k`.

Therefore, `a = -8i - 4j + 8k`.

So, `a = (-8)T + (0)N`.

Therefore, `a = (-8)T + (0)N

= (-8)(2i + j - 2k) + 0(0i + 0j + k)`.

Simplifying, we get `a = -16i - 8j + 16k`.

Hence, `a = (-16)T + (0)N

= (-16)(2i + j - 2k) + 0(0i + 0j + k)` at `t = -1`.

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Quadrilateral ABCD Quadrilateral PQRS,


If AD= 3, DC = 2x + 4. PS = 2 and SR= 5 Find x (1) 1 (2) 7 (3) 3 (4) 11

Answers

For Quadrilateral ABCD and Quadrilateral PQRS, if AD = 3, DC = 2x + 4, PS = 2, and SR = 5, the value of x is = 3.

Here's how to solve the problem:

Given, AD = 3, DC = 2x + 4, PS = 2 and SR = 5. Now, we need to find x.

A quadrilateral is a four-sided figure. The given quadrilateral ABCD and quadrilateral PQRS are shown below:

From the above figure, we can see that:

AB + BC + CD + DA = PQ + QR + RS + SP (Opposite sides of a quadrilateral are equal)

So,

3 + BC + (2x + 4) + DA = 2 + 5 + QR + 2 (Substituting the given values)

Simplifying the above equation, we get:

BC + DA + 2x = QR - 4

Let us consider the below figure:

From the above figure, we can see that:

QR + RS = AD (Sum of two opposite sides of a parallelogram is equal to the sum of the other two opposite sides)

QR + 5 = 3 + DC

QR + 5 = 3 + (2x + 4)

QR = 2x + 2

Simplifying the above equation, we get:

QR = 2(x + 1)

Substituting the value of QR in the above equation, we get:

BC + DA + 2x = 2(x + 1) - 4

BC + DA + 2x = 2x - 2

Simplifying the above equation, we get:

BC + DA = - 2

But the length of a line segment is always a positive number.

So,BC + DA > 0

Putting the values of BC and DA as BC = x + 1 and DA = 2, we get:

x + 1 + 2 > 0x + 3 > 0x > - 3

So, the value of x is greater than - 3.

Hence, the correct answer is (3) 3.

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Given: ABC is a right triangle
Prove: A^2 + b^2 =c^2

A = addition property of equality
B = Pythagorean theorem
C = Pieces of right triangles similarity theorem
D = cross product property

Given: ABC is a right triangle Prove: A^2 + b^2 =c^2A = addition property of equality B = Pythagorean

Answers

Answer: B

Step-by-step explanation:

You cannot use what you are trying to prove as a justification.

Suppose you spend $500 on an oven to bake bread each loaf of bread cost you $.20 to bake you sell the loaves for $1.00 each how many loaves of bread much do you sell to break even?

Answers

You would need to sell ____ amount of loaves of bread

What are the forces called when two or more forces act on an object but the object does NOT move ? plz help need this asap

Answers

Answer:

Balanced Force

Step-by-step explanation:

When 2 objects pushing against each other have the same force, their forces are cancelled out, giving them balanced force

A dilation maps (6, 10) to (3,5). What are the coordinates of the image of (12, 4) under the same dilation?

Answers

Answer:

(6,2)

Step-by-step explanation:

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