A realtor is trying to predict the selling price of houses in Greenville (in thousands of dollars) as a function of Size (measured in thousands of square feet) and whether or not there is a fireplace (FP is 0 if there is no fireplace, 1 if there is a fireplace). The regression output is provided below. Some of the information has been omitted.
Source of variation SS df MS F
Regression 3177.17 2 1588.584
Residual 17 17.7 17 13
Total 3478.36 19
Which of the following conclusions can be made based on the F-test?
A) The estimates were based on a sample of 19 houses.
B) At least one of the predictors is useful in explaining Y.
C) The model is of no use in predicting selling prices of houses.
D) The p-value on the F-test will be very high.

Answers

Answer 1

Answer:

The correct option is B.

Step-by-step explanation:

The ANOVA table is as follows:

Source of variation          SS            df             MS                F

   Regression               3177.17         2         1588.584          ___

     Residual                    ___           17          17.71713

        Total                    3478.36       19

The complete table is as follows:

Source of variation          SS                  df             MS                  F

   Regression               3177.17               2         1588.584        89.663

     Residual                   301.1941           17          17.7173

        Total                    3478.36             19

The critical value of F is:

[tex]F_{\alpha, (\eta_{1}, \eta_{2})}=F_{0.05, (2,17)}=3.5915[/tex]

Decision rule:

If the calculated value of the F test statistic is more than or equal to the critical value.

[tex]F=89.663\geq F_{2,17}=3.5915[/tex]

The null hypothesis will be rejected.

Conclusion:

At least one of the predictors is useful in explaining Y.

Thus, the correct option is B.


Related Questions

Ella has 164 ounces of lemonade. She fills glasses with
8 ounces of lemonade each until all the lemonade is gone.
The last glass is not full. How much lemonade is in the
last glass?

Answers

Answer:

4 ounces

Step-by-step explanation:

If you divide the 164 ounces by the 8 ounces per glass, you get 20.5 glasses filled. So, half of the last glass would be 4.

Answer:

4 ounces

Step-by-step explanation:

We're looking for the remainder of ounces.

To find how many FULL glasses will be made, we divide 8 by 164 and look at the integer part of the number.

[tex]164\div8=20.5[/tex]

So 2 full glasses were made.

To find the remainder, we multiply 20 by 8 and subtract from 164.

[tex]20\cdot8=160\\\\164-160=4[/tex]

Hope this helped!

4. Solve 9k + 3 > 6k - 18.
k> -7
k > 5
k> -5
O
k> 7

Answers

Answer:

k > - 7

Step-by-step explanation:

9k + 3 > 6k - 18

To solve the inequality shown first group like terms.

That's send the constants to the right side of the inequality and those with variables to the left side.

We have

9k - 6k > - 18 - 3

Simplify

3k > - 21

Divide both sides by 3

We have the final answer as

k > - 7

Hope this helps you

Darius filled up his gas tank with 24 gallons of gas. For each mile that he drives, he uses 0.06 gallons of gas.

Answers

a

n

=−0,06n+24

mark me a brainlist

A unit of electricity costs 13.2 pence. On average, Tanya uses 90 units of electricity per week. She pays for her bill in 12 weeks. How much will her electricity bill be then? £

Answers

Answer:

90*12=1080

1080*13.2=14256

14256:100=142,56pounds

Listed below are the amounts​ (dollars) it costs for marriage proposal packages at different baseball stadiums. Find the​ range, variance, and standard deviation for the given sample data. Include appropriate units in the results. Are there any​ outliers, and are they likely to have much of an effect on the measures of​ variation?

38, 50, 50, 55, 55, 95, 95, 130, 180, 213, 250, 350, 450, 1750, 3000

Answers

Answer:

Question 1

a) Range

= $2962

b) Variance

= $680557.4954

c) Standard Deviation

= $824.9590871

Question 2

Are there any​ outliers, and are they likely to have much of an effect on the measures of​ variation?

Yes, there are outliers present I the given sample data.

These outliers are the larger cost for marriage proposals which are: 1750, 3000

These largest costs are much bigger than the rest of the​ sample data, and they would likely have much of an effect on the measures of​ variation

Step-by-step explanation:

We are given the following sample data in dollars

38, 50, 50, 55, 55, 95, 95, 130, 180, 213, 250, 350, 450, 1750, 3000

Question 1

a) Range

This is the difference between the maximum cost and the minimum cost

The minimum cost = $38

The maximum cost = $3000

Range = $3000 - $38

= $2962

b) Variance

Reading the question, we are given sample data.

Hence, we use the formula for Variance of a sample

= (Mean - x)²/N - 1

Step 1

We find the Mean

Mean = Sum of terms/Number of terms

Number of terms = 15

Mean = 38 + 50 + 50 + 55 + 55 + 95 + 95 + 130 + 180 + 213 + 250 + 350 + 450+ 1750 + 3000/15

= $6761/15

= $450.7333333

Step 2

(x - Mean)²/N - 1

N = 15

= $[(38 - 450.7333333)²+ (50 + 450.7333333)²+( 50 +450.7333333)² + (55 +450.7333333)² + (55 +450.7333333)² + (95 + 450.7333333)²+ (95 +450.7333333)²+ (130 +450.7333333)²+ (180 +450.7333333)² + (213 + 450.7333333)²+ (250 +450.7333333)² + (350 + 450.7333333)² + (450 +450.7333333)²+ (1750 +450.7333333)² + (3000 +450.7333333)²]/15 - 1

=$ (- 412.7333333² + -400.7333333² + -400.7333333² + -395.7333333² + -395.7333333² + -355.7333333² + -355.7333333² + -320.7333333² + -270.7333333² + -237.7333333² + -200.7333333² + -100.7333333² + -0.7333333333² + 1299.266667² + 2549.266667²)/15 - 1

= $( 170348.8044+ 160587.2044, 160587.2044+ 156604.8711, 156604.8711+ 126546.2044, 126546.2044+ 102869.8711, 73296.53776+ 56517.13776, 40293.8711+ 10147.20444+ 0.5377777777+ 1688093.872, 6498760.539)/14

= $9527804.935/14

Variance = $680557.4954

c) Standard deviation = √Variance

Standard deviation = √$680557.4954

= $824.9590871

Question 2

Are there any​ outliers, and are they likely to have much of an effect on the measures of​ variation?

Yes, there are outliers present in the given sample data.

These outliers are the largest cost for marriage proposals which are: $1750 and $3000

These largest costs are much bigger than the rest of the​ sample data, and they would likely have much of an effect on the measures of​ variation.

PLEASE HELP The sample of six measurements shown below was randomly selected from a normally distributed population. Complete parts a through c.

Answers

Answer:

The question is not complete.

I believe this is the correct complete question:

The following sample of six measurements was randomly selected from a normally distributed population: 1, 3, -1, 5, 1, 2.

a. Test the null hypothesis that the mean of the population is 3 against the alternative hypothesis,

μ<3  Use  α=.05

b. Test the null hypothesis that the mean of the population is 3 against the alternative hypothesis,

μ≠3  Use  α=.05

c. Find the observed significance level for each test.

Step-by-step explanation:

We will first find the standard deviation (S.D) of the six measurements.

To find the S.D, we calculate the mean and variance

Mean = ∈n/n where ∈n = sum of set of numbers n

Mean = [1+3+(-1)+5+1+2] / 6 where n = 6

Mean = 11/6 = 1.8

Variance = Sum of squared deviation from mean / n-1

Variance = [(1-1.8)² + (3-1.8)² + (-1-1.8)² + (5-1.8)² + (1-1.8)² + (2-1.8)²] / 6-1

Variance = [0.64 + 1.44 + 7.84 + 10.24 + 0.64 + 0.04] / 5 = 20.84/5 = 4.168

Standard Deviation S.D = √Variance = √4.168 = 2.041

(a) [tex]H_{o}[/tex] : μ=3,  [tex]H_{a}[/tex] : μ<3

Using  α=0.05

test stat =  {mean - μ[tex]_{o}[/tex]] / S.D /[tex]\sqrt{n}[/tex] = [1.8 - 3] / [2.041/ √6

test stat = -1.2 / 0.833 = -1.44

Critical Value from Student T distribution is t[tex]_{a}[/tex] = 2.015

Therefore, the rejection value contains values < -2.015

-1.400 > -2.015. It Fails to reject [tex]H_{o}[/tex]

(b) [tex]H_{o}[/tex] : μ = 3,  [tex]H_{a}[/tex] : μ ≠ 3

Using  α=0.05

test stat =  {mean - μ[tex]_{o}[/tex]] / S.D /[tex]\sqrt{n}[/tex] = [1.8 - 3] / [2.041/ √6

test stat = -1.2 / 0.833 = -1.44

Critical Value from Student T distribution is t[tex]_{a}[/tex] = 2.571

Therefore, the rejection value contains values < -2.571 and larger value to 2.571

2.571 > -1.400 > -2.571. It Fails to reject [tex]H_{o}[/tex]

(c) Significance Value of (a) is P-value > 0.100

Significance Value of (b) is P-value > (2 x 0.100 = 0.200)

What is the measure of the following? M AOC

Answers

Answer:

mAOC = 40

Step-by-step explanation:

This is because from 40 to 60 degrees its 20 degrees, and then from 60 to 80 degrees its 20 degrees so 20 +20= 40 degrees

What is the value of 36x-8y² when x = 3 and y= 6​

Answers

Answer:

-180

Step-by-step explanation:

just simply put the values in place of variables and solve

36(3) - 8(6)^2

108 - 8(36)

108 - 288

-180

Answer:

-180

Step-by-step explanation:

Plug in the variable numbers: [tex]36(3) - 8(6)^{2}[/tex]  36 × 3 = 108Plug 108 in: [tex]108 - 8(6)^{2}[/tex] [tex]6^{2}[/tex] = 6 × 6 = 36Plug 36 in: [tex]108 - 8(36)[/tex]  8 × 36 = 288Plug 288 in: 108 - 288108 - 288 = -180

What is the difference between the values of 3, 3.0, and 3.00?

Answers

Answer:

There is no difference.

Step-by-step explanation:

When it comes to significant figures, they matter.

However, if you just add zeros, they essentially just become placeholders. 3 already has 0 for decimals, so it is equal to 3.0 and 3.00.

A man drove 12 mi directly east from his home, made a left turn at an intersection, and then traveled 7 mi north to his place of work. If a road was made directly from his home to his place of work, what would its distance be to the nearest tenth of a mile?

Answers

Answer:

13.9 miles

Step-by-step explanation:

If we draw out the way he drove, the drive from his home to the intersection represents the long leg of a right triangle and the short leg can be represented by his drive from the intersection to the workplace.

A road from his home to work would represent the hypotenuse.

Since we know the distances of the legs, we can use the pythagorean theorem to find the hypotenuse, or the distance of the new road.

Plug in the values:

a² + b² = c²

12² + 7² = c²

193 = c²

13.9 = c

= 13.9 miles

Evaluate the function for an input of 0.

Answers

Answer:  4.

Step-by-step explanation:

As you can see from the table in you input 0 into the function your output will be 4.

At midnight,the temperature is at 34 degress Fahrenheit.The temperature decreases 3 degrees each hour until 2:00 am. The temperature then increases 2 degrees each hour until 7:00 am. What is the temperature at 7:00 am

Answers

1 am = 31
2am= 28

3am=30
4am =32
5am=34
6am=36
7am= 38 degrees

An apartment complex rents an average of 2.3 new units per week. If the number of apartment rented each week Poisson distributed, then the probability of renting no more than 1 apartment in a week is:_________

Answers

Answer:

[tex]P(X\leq 1) = 0.331[/tex]

Step-by-step explanation:

Given

Poisson Distribution;

Average rent in a week = 2.3

Required

Determine the probability of renting no more than 1 apartment

A Poisson distribution is given as;

[tex]P(X = x) = \frac{y^xe^{-y}}{x!}[/tex]

Where y represents λ (average)

y = 2.3

Probability of renting no more than 1 apartment = Probability of renting no apartment + Probability of renting 1 apartment

Using probability notations;

[tex]P(X\leq 1) = P(X=0) + P(X =1)[/tex]

Solving for P(X = 0) [substitute 0 for x and 2.3 for y]

[tex]P(X = 0) = \frac{2.3^0 * e^{-2.3}}{0!}[/tex]

[tex]P(X = 0) = \frac{1 * e^{-2.3}}{1}[/tex]

[tex]P(X = 0) = e^{-2.3}[/tex]

[tex]P(X = 0) = 0.10025884372[/tex]

Solving for P(X = 1) [substitute 1 for x and 2.3 for y]

[tex]P(X = 1) = \frac{2.3^1 * e^{-2.3}}{1!}[/tex]

[tex]P(X = 1) = \frac{2.3 * e^{-2.3}}{1}[/tex]

[tex]P(X = 1) =2.3 * e^{-2.3}[/tex]

[tex]P(X = 1) = 2.3 * 0.10025884372[/tex]

[tex]P(X = 1) = 0.23059534055[/tex]

[tex]P(X\leq 1) = P(X=0) + P(X =1)[/tex]

[tex]P(X\leq 1) = 0.10025884372 + 0.23059534055[/tex]

[tex]P(X\leq 1) = 0.33085418427[/tex]

[tex]P(X\leq 1) = 0.331[/tex]

Hence, the required probability is 0.331

The flow rate in a device used for air quality measurement depends on the pressure drop x (inches of water) across the device's filter. Suppose that for x values between 5 and 20, these two variables are related according to the simple linear regression model with true regression line y = -0.17 + 0.095x.
A) What is the true average flow rate for a pressure drop of 10 in. and drop of 15 in.?
B) What is the true average change in flow rate associated with a 1 inch increase in pressure drop?
C) What is the average change in flow rate when pressure drop decreases by 5 in.?

Answers

Answer:

A. 0.78 and 1.255.

B.  0.095

C. -0.475

Step-by-step explanation:

The given regression line is

y=-0.17+0.095x

A.

The true average flow rate for a pressure drop of 10 inch can be computed by putting x=10 in above equation.

y=-0.17+0.095*10

y=-0.17+0.95

y=0.78

The true average flow rate for a pressure drop of 10 inch is 0.78.

The true average flow rate for a pressure drop of 15 inch can be computed by putting x=15 in above equation.

y=-0.17+0.095*15

y=-0.17+1.425

y=1.255

The true average flow rate for a pressure drop of 15 inch is 1.255.

B.

The slope represents average change in y due to unit change in x.

So, the true average change in flow rate associated with a 1 inch increase in pressure drop is 0.095(1)= 0.095.

C.

When pressure drops decreases by 5 in. then the average change in flow rate is 0.095(-5)=-0.475.

The flow rate in the device is an illustration of average rates.

The true average flow rates when pressure drops 10 and 15 in are 0.78 and 1.255 respectivelyThe true average flow rates associated to a 1 in pressure increment is 0.095A decrement of -5 in is out of the domain of the function

The function is given as:

[tex]\mathbf{y = -0.17 + 0.095x}[/tex]

(a) The true average flow rate when pressure drops 10 and 15 in

When x = 10, we have:

[tex]\mathbf{y = -0.17 + 0.095 \times 10}[/tex]

[tex]\mathbf{y = 0.78}[/tex]

When x = 15, we have:

[tex]\mathbf{y = -0.17 + 0.095 \times 15}[/tex]

[tex]\mathbf{y = 1.255}[/tex]

Hence, the true average flow rates when pressure drops 10 and 15 in are 0.78 and 1.255 respectively

(b) The true average flow rate when pressure increases by 1 in

This simply represents the slope of the function.

The function is given as:

[tex]\mathbf{y = -0.17 + 0.095x}[/tex]

A linear regression equation is represented as:

[tex]\mathbf{y = b + mx}[/tex]

Where m represents the slope

By comparison:

[tex]\mathbf{m = 0.095}[/tex]

Hence, the true average flow rates associated to a 1 in pressure increment is 0.095

(c) The average change in flow rate when pressure drops decreases by 5 in

The domain of the function is given as:

[tex]\mathbf{x = 5\ to\ 20}[/tex]

A decrement of -5 in means: x = -5

This is out of the domain of the function

Hence, the average change at a decrement of 5 in cannot be calculated

Read more about average change at:

https://brainly.com/question/23483858

Imagine that * represents a new operation so that a * b means to double a, and then add b. For example, 2 * 10 = 14. What is -3 * 8 ?


A. 14
B 17
C 2
D 48

Answers

Answer:

C 2

Step-by-step explanation:

-3 doubled = -6

-6 +8 = 2 so C 2

Answer:

C. 2

Step-by-step explanation:

-3(2) = -6

-6+8 = 2

- 4(-5h-4)=2(10h+8) *

Answers

Answer:

0

Step-by-step explanation:

We need to solve the given expression for the value of h.

- 4(-5h-4)=2(10h+8)

Opening brackets on both sides of the above equation

+20h+4=20h+16

Taking h terms on the one side and the constants on the another side

20h-20h=16-4

0=20

It means that the value of - 4(-5h-4)=2(10h+8) is equal to 0.

Need help with this can anyone help me?

Answers

x= -37/34

Please mark as brainliest :)

Where is the hundred thousand place

Answers

The 6th to the left

PLEASE ANSWER ASAP I WILL GIVE BRAINLIEST Compare the slopes of the linear functions f(x) and g(x) and choose the answer that best describes them. x g(x) 0 2 5 4 10 6 The slope of f(x) is greater than the slope of g(x). The slope of f(x) is less than the slope of g(x). The slope of f(x) is equal to the slope of g(x). The slope of g(x) is undefined.

Answers

Answer:

slope of F(X) = to the slope of G(X)

Step-by-step explanation:

your answer should be: letter C

No lies, I just did the exam and I've got it right, gook luck, guys.

please let me know if it worked, and also please don't forget to make brainly, give a rate, and add the heart ;) I will do the same on you.

The slope of a line f(x) is greater than the slope of a line g(x). Therefore, option A is the correct answer.

The coordinate points on equation of line g(x) are (0, 2), (5, 4) and (10, 6) and f(x) are (3, 1) and (0, -1).

What is slope of equation of a line?

The slope or gradient of a line is a number that describes both the direction and the steepness of the line. The slope can be determined using the formula, slope = (y2-y1)/(x2-x1).

Now, slope of a line g(x) is (4-2)/(5-0)

=2/5

Slope of a line f(x) is (-1-1)/(0-3)

=2/3

The slope of a line f(x) is greater than the slope of a line g(x). Therefore, option A is the correct answer.

To learn more about the slope of a line visit:

https://brainly.com/question/16180119.

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4y-2n=9,for y please show step by step

Answers

Answer:

y = (1/2n) + (9/4)

Step-by-step explanation:

4y - 2n = 9

add 2n to both sides

4y = 9 + 2n

divide both sides by 4

y = (9/4) + (2/4n)

simplify

y = (9/4) + (1/2n)

put in standard form

y = (1/2n) + (9/4)

Answer:

y=9+2n/4

Step-by-step explanation:

4y-2n=9

   +2n

4y=9+2n

÷4     ÷4

y=9+2n/4

evaluate -1 -(-z) where z = -2

Answers

Answer:

1

Step-by-step explanation:

-1 - (-z)

-1 - (-2)

-1 + 2

1

Answer:

-3

Step-by-step explanation:

7 apples and 11 bananas cost $1.47. how much do 2 apples and a banana cost?

Answers

Answer:  $0.27

Step-by-step explanation:

7a + 11b = 1.47

        7a = 1.47 - 11b

          [tex]a=\dfrac{1.47-11b}{7}[/tex]

Make a table. Choose values for b starting at $0.01 and solve for "a".

The value of "a" must terminate at the hundredths place since we are working with money.

You will discover that a = 0.10 and b = 0.07

The cost of 2 apples and 1 banana is:

  2a + b

= 2(0.10) + (0.07)

=    0.20 + 0.07

=          0.27

Find y using the Angle Sum Theorem

Answers

Answer: y = 130 degree

Explanation:

In a triangle the angle sums up to 180 degree.

Find x:

87 + 33 + x = 180
130 + x = 180
x = 50

Find y:

x + y = 180 (straight angle)

But x = 50

=> 50 + y = 180
=> y = 130

The measure of the angle y is 120°.

What is a triangle?

It is a two-dimensional figure which has three sides and the sum of the three angles is equal to 180 degrees.

We have,

The Sum of the three angles is 180 degrees.

33 + 87 + x = 180

x = 180 - 120

x = 60

Now,

x + y = 180

60 + y = 180

y = 180 - 60

y = 120

Thus,

The value of y is 120°.

Learn more about triangles here:

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Write an equation for a line parallel to the line y=1/3x-4 through (-3,2)

Answers

Answer:

(-4,-1)

Step-by-step explanation:

If a line must be parallel, then its slope must be the same.

Their points can be different, the slope should be same.

So, y = 1/3x - 4

=> We find the slope of the equation:

=> Slope = the number with which "x" is multiplied

=> Slope of this equation = 1/3

So, we need to find the point that makes a slope of 1/3 from (-3, 2)

=> Slope = y/x - y1/x1

=> 1/3 = -3/2 - y1/x1

=> y1/x1 = -3/2 - 1/3

=> y1/x1 = -3-1 / 2-3

=> y1/x1 = -4/-1

So, the point is (-4,-1)

the formula for the volume of a cylinder is v = πr2h, where V is volume, r is radius, and h is height. what is the volume of a cylinder that is 6 inches high and has a radius of 3 inches

Answers

Answer:

169.65

Step-by-step explanation:

2. Graph: y = x+2
please help

Answers

Answer:

Start at (0,2) and draw a line to (3,1)

Step-by-step explanation:

Since +2 is the y-intercept, we must start there.

Always remember the saying "rise over run". Since -1 is the "rise", we must go down one, "3" is the run, so we must move over to the right 3 times.

A researcher conducts a study on the effects of task difficulty (easy, hard) and presence of others (no one else present, 5 other people present) on task performance. Task performance is assessed by measuring how many Sudoku puzzles a participant is able to complete in 30 minutes. Below are the mean numbers of correct responses for each of the resulting conditions in the study. Easy Difficult No one else present 7 9 Five others present 14 2 The results from this study indicate there is ________________________________________.

Answers

Answer:

gcyj gc yj g

Step-by-step explanation:

cgyj jc y gc jyjgcjc gj gcjg jg jgjy g yjcgj

I DON'T UNDERSTAND! Use a system of equations to solve a word problem.
A. The sum of two numbers is -2, and their difference is 4. Find the two numbers.
B. One number is 2 less than a second number. Twice the second number is 14 less than 5 times the first. Find the two numbers.
C. A flat rectangular piece of aluminum has a perimeter of 64 inches. The length is 8 inches longer than the width. Find the width. Select one: A) 20 in. B) 32 in. C) 28 in. D) 12 in.

Answers

Answer:

A) 1 and -3

B) 8 and 6

C) D) 12 in.

Step-by-step explanation:

A) 1 and -3

B) x-2 = first number

x = second number

2x=5(x-2)-14

2x=5x-10-14

2x=5x-24

2x+24=5x

24=5x-2x

24=3x

8=x

So the two numbers are 8 and 6

C) width=x

length=x+8

x+x+x+8+x+8=64

4x+16=64

4x=48

x=12

If a string that is 15.5 inches long is cut into equal peices that are 1.25 inches long how many prices of ribbon can be created

Answers

Answer:

12.4 pieces of ribbon

Step-by-step explanation:

When looking in the question, we can see the term "cut into equal pieces." This can insure to us that we need to divide two numbers. Since we originally have 15.5 inches long string, and we want to cut it into strings that are 1.25 inches long. We divide :

15.5 / 1.25

==> 12.4

Gessenia is having trouble interpreting how the constants within each expression can be represented in the given scenario. Draw a model or write an expression that explains this term.

Answers

Answer:

The height and  width of the interior tile =  3·x + 4 - 4 = 3·x and 2·x + 4  - 4= 2·x

Please see attached diagram

Step-by-step explanation:

The given parameters are;

The given rectangular floor tile  with width = 3·x + 4 and height = 2·x + 4

Where, x is in centimetres

The interior tile maintains a height to width ration of 2:3

The dimension of the trim border = 2 cm

Therefore;

The relationship between the width and height of the interior and exterior tiles is given as follows

Width of exterior tile = Width of interior tile + 2 × The dimension of the trim border

Which gives;

Width of exterior tile = Width of interior tile + 2 × 2 = Width of interior tile + 4

Height of exterior tile = Height of interior tile + 2 × The dimension of the trim border

Height of exterior tile = Height of interior tile + 2 × 2 = Height of interior tile + 4

Where the interior tile maintains a height to width ration of 2:3, we have;

For a unit length x, The height and the width of the interior tiles are 2·x:3·x

Therefore, for a given height 2·x, the width will be 3·x

Given the width of the exterior tile =  3·x + 4

The height of the exterior tile will then be 2·x + 4 and the width of the exterior tile will be 3·x + 4

The sides ratio of the interior tiles remain 2·x:3·x = 2/3

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