a 24 factorial design has been run in a pilot plant to investigate the effect of four factors on the molecular weight of a polymer. the data from this experiment are as follows (values are coded by dividing by 10). (a) construct a normal probability plot of the effects. which effects are active? (b) construct an appropriate model. fit this model and test for significant effects. (c) analyze the residuals from this model by constructing a normal probability plot of the residuals and plotting the residuals versus the predicted values of y.
A 24 factorial design has been run in a pilot plant to investigate the effect of four factors on the molecular weight of a polymer.
(a) To construct a normal probability plot of the effects, follow these steps:
1. Calculate the main effects (A, B, C, D) and interaction effects (AB, AC, AD, BC, BD, CD, ABC, ABD, ACD, BCD, ABCD) using the given data.
2. Rank the effects in ascending order based on their absolute values.
3. Calculate the percentile for each effect using the formula: (i - 0.5) / n, where i is the rank and n is the total number of effects (in this case, 15).
4. Find the corresponding z-scores for each percentile from a standard normal distribution table.
5. Plot the z-scores against the effects in a scatter plot.
Active effects are those that deviate significantly from the straight line formed by the majority of the points in the plot.
(b) To construct an appropriate model and test for significant effects:
1. Include only the active effects identified in step (a) in your model.
2. Fit the model using multiple linear regression or another suitable method.
3. Perform hypothesis testing on the coefficients of the effects included in the model using t-tests or F-tests. If the p-value is below a chosen significance level (e.g., 0.05), then the effect is considered significant.
(c) To analyze the residuals from the model:
1. Calculate the residuals (observed - predicted values) for each observation.
2. Create a normal probability plot of the residuals using the same method described in step (a).
3. If the residuals follow a straight line, it indicates that they are normally distributed, which is an important assumption in linear regression models.
4. Plot the residuals against the predicted values of Y in a scatter plot to check for any patterns or trends. If no patterns are observed, it suggests that the model is a good fit for the data.
By following these steps, you'll be able to identify the active effects, construct an appropriate model, and analyze the residuals.
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What is the term for the price at which the quantity demanded for a product is equal to the quantity supplied?.
The only price at which consumer and producer plans can be reconciled is the equilibrium price, which is reached when the quantity of the good that consumers wish to purchase, or quantity demanded, equals the quantity that producers wish to sell, or quantity supplied. The equilibrium quantity is the name given to this common quantity..
What is equilibrium quantity?
When a product is in equilibrium quantity on the market, there is neither a shortage nor an excess. When supply and demand coincide, the quantity of a good that customers desire to buy and the quantity that its suppliers are supplying are the same.What are the equilibrium quantity and price?
The only price at which consumer and producer plans coincide is the equilibrium price, which is reached when the quantity of a good that consumers want to buy (quantity demanded) . the quantity of a good that producers want to sell (quantity supplied) are equal. The equilibrium quantity is the name given to this common quantity.Learn more about equilibrium quantity
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assume that you have a square. what can you conclude from applying the law of detachment to this conditional?if you have a square, then you have a rectangle.
If you apply the law of detachment to the conditional "if you have a square, then you have a rectangle," you can conclude that if you have a square, you must also have a rectangle.
This is because the law of detachment states that if a conditional statement is true and the antecedent (the "if" clause) is also true, then the consequent (the "then" clause) must also be true.
In this case, the conditional "if you have a square, then you have a rectangle" is true because all squares are rectangles (since a rectangle is defined as a geometric figure with four straight sides and four right angles). Therefore, if you have a square, you can conclude that you also have a rectangle.
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Use the FOIL method to find the product below.
(x + 5)(x2 – 3x)
A. x3 + 2x2 - 15
B. x3+ 5x2 - 15x
C. x3+ 2x2 - 15x
D. x3 + 5x2 - 15
Answer:
work is pictured and shown
is y=5^w an exponential function if so state the initial value and the base if not then which type of function is it
By using the property of exponential function, the results obtained are
Base of the function is 5.
Initial value of the function is close to zero.
What are exponent?
Exponent tells us how many times a number is multiplied by itself.
For example : In \(2^4 = 2\times 2\times 2\times 2\)
Here, 2 is multiplied by itself 4 times.
If \(a^m = a \times a\times a....\times a\) (m times), a is the base and m is the index.
Here,
\(y = 5^w\) is an exponential function.
The base of the function is 5.
As \(x \rightarrow -\infty\), the function tends to 0
So the initial value of the function is close to zero.
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If 15 people start a race, in how many different ways can the top 3 finishers be determined?
Hence, 15 people out of 3 people can be chosen in 35 ways.
Combinations:It is a method that helps us to determine the number of possible ways an item can be chosen given that the order of selection does not matter. Hence we are free to select the items in any order.Combinations are often confused with permutations. Permutations are the number of ways the given items can be arranged. Here the order is important.The formula for combinations:If we have 'n' items and we are required to choose 'r' items, the number of ways in which it can be done is calculated as:\(^{n}C_{r} }\) = \(\frac{n!}{(n-r)!r!}\)It is given that:
The total number of people in a race, n = 15
The number of finalists, r = 3.
Hence, the number of ways in which 3 people out of the 15 people can be finishers are:
\(^{15}C_{3} }\) = \(\frac{15!}{(15-3)!3!}\) = \(\frac{15!}{12!3!}\) = 35.
Hence, 15 people out of 3 people can be chosen in 35 ways.
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The ratio of fiction to non-fiction books at school library is 3 to 5. If there are 240 books in the library how many non-fiction books are in the library?
Answer:
150
Step-by-step explanation:
The ratio is 3:5, so you can make this equation:
\(3x+5x=240\), because for any integer x, the ratio will stay the same.
solve that:
\(3x+5x=240\\8x=240\\x=30\)
We're not down yet!
we need to find 5x, not x.
\(5*30=150\)
There are 150 non-fiction books in the library.
check!
150+90=240
The are 150 non-fiction books are in the library.
What is ratio?A ratio is a comparison between two amounts that is calculated by dividing one amount by the other. The quotient a/b is referred to as the ratio between a and b if a and b are two values of the same kind and with the same units, such that b is not equal to 0. Ratios are represented by the colon symbol (:). As a result, the ratio a/b has no units and is represented by the notation a: b.
Given:
The ratio of fiction to non-fiction books at school library is 3 to 5.
Total books = 240
So, the number of non fiction books
= 240 x 5/8
= 30 x5
= 150
Hence, there are 150 non fiction book.
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the sides of a square are growing at a rate of 3 inches per minute. how fast is the area increasing when each side is 5 inches long?
24 centimeters. Hope this helped!
PLEASE HELP ASAP:(.....
Answer:
5
Step-by-step explanation:
23 - 10 = 13
13 - 8 = 5
Answer:
5
Step-by-step explanation:
p = a + b + c
23 = 8 + 10 + c
23 = 18 + c
5 = c
4. In your own words describe the difference between the natural breaks, quantile, and equal interval classification schemes that can be used to make a thematic map. Refer to lecture and homework 8.
The natural breaks, quantile, and equal interval classification schemes are methods used to categorize data for the purpose of creating thematic maps. Each scheme has its own approach and considerations: Natural Breaks, Quantile, Equal Interval.
Natural Breaks (Jenks): This classification scheme aims to identify natural groupings or breakpoints in the data. It seeks to minimize the variance within each group while maximizing the variance between groups. Natural breaks are determined by analyzing the distribution of the data and identifying points where significant gaps or changes occur. This method is useful for data that exhibits distinct clusters or patterns.
Quantile (Equal Count): The quantile classification scheme divides the data into equal-sized classes based on the number of data values. It ensures that an equal number of observations fall into each class. This approach is beneficial when the goal is to have an equal representation of data points in each category. Quantiles are useful for data that is evenly distributed and when maintaining an equal sample size in each class is important.
Equal Interval: In the equal interval classification scheme, the range of the data is divided into equal intervals, and data values are assigned to the corresponding interval. This method is straightforward and creates classes of equal width. It is useful when the range of values is important to represent accurately. However, it may not account for data distribution or variations in density.
In summary, the natural breaks scheme focuses on identifying natural groupings, the quantile scheme ensures an equal representation of data in each class, and the equal interval scheme creates classes of equal width based on the range of values. The choice of classification scheme depends on the nature of the data and the desired representation in the thematic map.
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what is the inverse of the function y=5x+30?
The inverse of the function is y = ( 1/5 )x - 6.
An expression, rule, or law in mathematics that establishes the relationship between an independent variable and a dependent variable. In mathematics, functions exist everywhere, and they are crucial for constructing physical links in the sciences.
Consider the function,
y = 5x + 30
To find the inverse of the function we interchange x and y then find the equation for y.
Therefore, after interchanging x and y:
x = 5y + 30
Subtracting 30 from each side of the equation.
x - 30 = 5y + 30 - 30
x - 30 = 5y
Now, dividing the whole equation by 5
( x - 30 ) / 5 = 5y / 5
y = ( 1/5 )x - 30/ 5
y = ( 1/5 )x - 6
Therefore, the inverse of the function y = 5x + 30 is y = ( 1/5 )x - 6.
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What is 16 – x at x = 5?
Answer:
11
Step-by-step explanation:
16-x
substitute with 5
16-5
11
The value is 11.
What is Subtraction?Subtraction is the process of taking away a number from another. It is a primary arithmetic operation that is denoted by a subtraction symbol (-) and is the method of calculating the difference between two numbers.
Here, given that,
16-x
now, we have to ,
substitute with 5
=16-5
=11
Hence, The value is 11.
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6) A coat at Target is marked down 22% from its original
price. The new price is $109.90. What was the original
price?
Answer:
$140.90
Step-by-step explanation:
**22% = 0.22**
X = 109.90 / (1 - 0.22)
X = 109.90 / 0.78
X = 140.90
please help me due today and giving 23 points
Answer:
The answer is b. 4*3 2/5.
Step-by-step explanation:
It states 4 times the amount Ruby mixed. Ruby mixed it 3 2/5 solution. So you would right out 4 x 3 2/5.
A ladder leans against the side of a house. The angle of elevation of the ladder is 68° when the bottom of the ladder is 16 it from the side of the house. Find the
length of the ladder Round your answer to the nearest tenth.
Answer:
The length of the ladder = 6.5077 ft
Step-by-step explanation:
Given A ladder leans against the side of a house
Given the angle of elevation of the ladder is 68° when the bottom of the ladder is 16 ft from the side of the house
Let 'C' be the point of observation.
Given CA= 16 ft
From right angle triangle
x = 16 × cos 68°
x = 16 × 0.4067
x = 6.5077
x = 6.5 ft
The length of the ladder = 6.5 ft
How do you do this??
Answer:
35 units ^2
Step-by-step explanation:
First, draw lines or count how many units are between each point. Don't go diagonal, just up/down or left/right, like from point B to point A.
So I counted 5 units from point B to A, 5 units from C to D, 7 units from A to D, and 7 units from B to C.
Now, you choose two sides - one that goes up/down and one that goes left/right. This is your base and your height.
So you should have 5 and 7. Now, the equation of a rectangle is base times height (b* h) so you multiply 5 and 7 together to get your answer, 35 units ^2
I hope this helps :)
Need the answer to the problem below.
((10 * 10) ^ 4) ^ 4 =
Answer:
Here is your answer
((10 * 10) ^ 4) ^ 4 =
(100 ^ 4) ^ 4 =
100000000 ^ 4 = 100000000000000000000000000000000
Step-by-step explanation:
\(\huge\text{Hey there!}\)
\(\mathsf{((10 * 10) ^ 4) ^ 4}\)
\(\mathsf{= (10 \times 10^4)^4}\)
\(\mathsf{= (10 \times 10 \times 10 \times 10 \times 10)^4}\)
\(\mathsf{= (10 \times 100 \times 100)^4}\)
\(\mathsf{= (10 \times 10,000)^4}\)
\(\mathsf{= (100,000)^4}\)
\(\mathsf{= 100,000^4}\)
\(\mathsf{= 100,000 \times 100,000 \times 100,000 \times 100,000}\)
\(\mathsf{= 10,000,000,000 \times 10,000,000,000}\)
\(\mathsf{= 100,000,000,000,000,000,000}\)
\(\huge\text{Therefore, your answer should be: }\)
\(\huge\boxed{\mathsf{100,000,000,000,000,000,000}}\huge\checkmark\)
\(\huge\text{Good luck on your assignment \& enjoy your day!}\)
which of the following is equivalent to [ (x^ 2 y^ 3 )^ -2/ (x^ 6 y^ 3 z)^3]? worth 60 points!
Answer:
\(\dfrac{1}{x^{48}y^{36}z^{6}}\)
Step-by-step explanation:
\( (\dfrac{(x^2y^3)^{-2}}{(x^6y^3z)^{2}})^3 = \)
\( = (\dfrac{1}{(x^6y^3z)^{2}(x^2y^3)^{2}})^3 \)
\( = (\dfrac{1}{x^{12}y^6z^{2}x^4y^6})^3 \)
\(= (\dfrac{1}{x^{16}y^{12}z^{2}})^3\)
\(= \dfrac{1}{x^{48}y^{36}z^{6}}\)
Answer:
\(\displaystyle \frac{1}{x^{48}y^{36}z^6}\)
Step-by-step explanation:
\(\displaystyle[\frac{(x^2 y^3)^{-2}}{(x^6 y^3 z)^2 } ]^3\)
\(\displaystyle \frac{(x^2 y^3)^{-6}}{(x^6 y^3 z)^6 }\)
\(\displaystyle \frac{(x^{-12} y^{-18})}{(x^{36} y^{18}z^6 ) }\)
\(\displaystyle \frac{x^{-48} y^{-36}}{z^6 }\)
\(\displaystyle \frac{1}{x^{48}y^{36}z^6}\)
Prove that if g is an abelian group, written multiplicatively, with identity element, then all elements x of g satisfying the equation x^2= e form a subgroup h of g
The elements x of an abelian group g that satisfy the equation x² = e form a subgroup h of g.
What is an abelian group?
An Abelian group, also known as a commutative group, is a mathematical structure consisting of a set with an operation (usually denoted as addition) that satisfies certain properties.
To prove that the elements satisfying x² = e form a subgroup, we need to show three conditions: closure, identity, and inverses.
Closure: Let a and b be elements in h. We need to show that their product, ab, is also in h. Since both a and b satisfy the equation a² = e and b² = e, we have (ab)² = a²b² = ee = e. Thus, ab is in h.
Identity: The identity element e of the group g satisfies e² = e. Therefore, the identity element e is in h.
Inverses: Let a be an element in h. Since a² = e, taking the inverse of both sides gives (a⁻¹)² = (a²)⁻¹ = e⁻¹ = e. Thus, the inverse element a⁻¹ is in h.
Since the set of elements satisfying x² = e is closed under multiplication, contains the identity element, and has inverses for every element, it forms a subgroup h of the abelian group g.
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Find a vector function r(t), that represents the curve of intersection of the two surfaces. the cylinder x2 y2=36 and the surface z=4xy
Given:
\(\begin{aligned}&x^2+y^2=16 \\&z=x y\end{aligned}\)
Express 16 as \(4^{2}\): \(x^2+y^2=16\)
\(x^2+y^2=4^2\\x^2+y^2=4^2 \times 1\)
Trignometry,
\(\cos ^2(t)+\sin ^2(t)=1\)
Now, substitute \(\cos ^2(t)+\sin ^2(t)\) for 1:
\(\begin{aligned}&x^2+y^2=4^2 \times 1 \\&x^2+y^2=4^2 \times\left[\cos ^2(t)+\sin ^2(t)\right]\end{aligned}\\x^2+y^2=4^2 \times \cos ^2(t)+4^2 \times \sin ^2(t)\)
Law of indicates:
\(\begin{aligned}&x^2+y^2=[4 \times \cos (t)]^2+[4 \times \sin (t)]^2 \\&x^2+y^2=[4 \cos (t)]^2+[4 \sin (t)]^2\end{aligned}\\x^2=[4 \cos (t)]^2 \text { and } y^2=[4 \sin (t)]^2\)
Taking positive square roots as follows:
\(x=4 \cos (t), y=4 \sin (t)\)
Recall that, z = xy.
Now, we have:
\(\begin{aligned}&z=4 \cos (t) \times 4 \sin (t) \\&z=16 \cos (t) \cdot \sin (t)\end{aligned}\)
Now, substitute the values:
\(r(t)=x_t i+y_t j+z_t k\)
So, the vector r(t) is: \(r(t)=(4 \cos (t)) i+(4 \sin (t)) i+(16 \cos (t) \cdot \sin (t)) i\)
Therefore, the vector function r(t) is written as: \(r(t)=x_t i+y_t j+z_t k\)
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The composite figure shown has a surface area of 844 square centimeters. 3-D composite shape formed by placing a rectangular pyramid over a rectangular prism that shares a common base. Prism has a length of 18 centimeters, a width of 10 centimeters, and a height labeled x centimeters. Height of pyramid is 12 centimeters. What is the height of the rectangular prism
Prism has a length of 18 centimeters, and a width of 10 centimeters, the height of the rectangular prism is 14 centimeters.
The first step to solving this problem is to set up a system of equations to represent the surface area of the composite figure. The surface area of the rectangular pyramid is 1/2 × 18 × 10 × 12 = 900 square centimeters, and the surface area of the rectangular prism is 2 × 18 × 10 + 2 × 10 × x = 360 + 20x square centimeters.
The total surface area of the composite figure is 844 square centimeters, so 900 + 360 + 20x = 844. Solving for x, we get x = 14.
The second step is to check our answer. The surface area of the rectangular pyramid is 900 square centimeters, the surface area of the rectangular prism is 360 + 20(14) = 680 square centimeters, and the total surface area of the composite figure is 900 + 680 = 1580 square centimeters. This matches the given surface area of 844 square centimeters, so our answer is correct.
Therefore, the height of the rectangular prism is 14 centimeters.
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7. consider y 0 = 1 − 2t 3y, y(0) = 0.5. find approximate values of the solution at t = 0.2. use the improved euler’s method with h = 0.1.
Therefore, the approximate value of the solution at t = 0.2 using the improved Euler's method with h = 0.1 is y ≈ 0.6994.
To approximate the solution of the differential equation y' = 1 - 2t^3y, with the initial condition y(0) = 0.5, at t = 0.2 using the improved Euler's method with h = 0.1, we can follow these steps:
Step 1: Initialize the values
Let t0 = 0 and y0 = 0.5 be the initial values.
Let h = 0.1 be the step size.
Let N = (t - t0) / h = (0.2 - 0) / 0.1 = 2 be the number of iterations.
Step 2: Iterate using the improved Euler's method
For i = 1 to N:
Calculate the slope at the current point using the equation:
k1 = 1 - 2t^3y
Calculate the value of y at the midpoint using the equation:
ymid = y0 + h * k1
Calculate the slope at the midpoint using the equation:
k2 = 1 - 2(t + h/2)^3 * ymid
Update the value of y using the equation:
y1 = y0 + h * k2
Update the value of t:
t = t0 + i * h
Update the value of y0 for the next iteration:
y0 = y1
Step 3: Calculate the approximate value of y at t = 0.2
After N iterations, the value of y at t = 0.2 will be y1.
Let's calculate the values using the above steps:
Iteration 1:
t = 0
y0 = 0.5
k1 = 1 - 2(0)^3 * 0.5 = 1
ymid = 0.5 + 0.1 * 1 = 0.6
k2 = 1 - 2(0.05)^3 * 0.6 = 0.99999375
y1 = 0.5 + 0.1 * 0.99999375 = 0.599999375
Iteration 2:
t = 0.1
y0 = 0.599999375
k1 = 1 - 2(0.1)^3 * 0.599999375 = 0.99800000624
ymid = 0.599999375 + 0.1 * 0.99800000624 = 0.6997994375
k2 = 1 - 2(0.15)^3 * 0.6997994375 = 0.99437500348
y1 = 0.599999375 + 0.1 * 0.99437500348 = 0.699437537823
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Need help i don't get it
The total cost of 4 persons is 12
How to determine the total cost of 4 persons?From the graph, we have the following points:
(1, 3), (2, 6) and (3, 9)
This means that the total cost of x person is 3 multiplied by the number of person (x)
i.e.
Total cost = 3 * Total person
When the number of people is 4
This gives
Total cost = 3 * 4
Evaluate
Total cost = 12
Hence, the total cost of 4 persons is 12
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PQ= RQ and PS= RS a=?
The measure of angle a is 15 degrees and this can be determined by using the properties of the isosceles triangle.
What are interior angles?In geometry, interior angles are formed in two ways. One is inside a polygon, and the other is when parallel lines cut by a transversal. Angles are categorized into different types based on their measurements.
Given:
The length of the segment PQ is equal to the length of the segment RQ.The length of the segment PS is equal to the length of the segment RS.The following steps can be used in order to determine the measure of angle a:
Step 1 - According to the given data, it can be concluded that triangle PQR and triangle PSR are isosceles triangles.
Step 2 - Apply the sum of interior angle property on triangle PQR.
\(\angle\text{Q}+\angle\text{P}+\angle\text{R}=180\)
\(\angle\text{Q}+2\angle\text{R}=180\)
\(2\angle\text{R}=180-60\)
\(\angle\text{R}=60^\circ\)
Step 3 - Now, apply the sum of interior angle property on triangle PSR.
\(\angle\text{P}+\angle\text{S}+\angle\text{R}=180\)
\(\angle\text{S}+2\angle\text{R}=180\)
\(2\angle\text{R}=180-90\)
\(\angle\text{R}=45^\circ\)
Step 4 - Now, the measure of angle a is calculated as:
\(\angle\text{a}=60-45\)
\(\angle\text{a}=15\)
The measure of angle a is 15 degrees.
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A triangle has asides of 7cm, 24cm, and 25cm. how can you tell whether it is the right triangle?.
( If you can answer this I will take you on my brain list)
Answer:
because it has 7 cm a helper of right angle triangle and me can also use phythogorreas triplet formula
what are the dimensions for matrix c
Because matrix A has 3 rows, and matrix B has 2 columns, matrix C will be a 3x2 matrix. 3 rows, 2 columns.
Answer:
it is c I hope this helps you.
The equatorial radius of Jupiter is about 43,440.5 miles and its rotational period is 9.93 hours (it rotates on its axis once every 9.93 hours). Supposed one could stand on Jupiter at its equator, this person would move with Jupiter's rotation at a speed of_miles/hour. Use 3.14 for pi and the answer must be whole number.
The equatorial radius of Jupiter is about 43,440.5 miles and its rotational period is 9.93 hours (it rotates on its axis once every 9.93 hours). Supposed one could stand on Jupiter at its equator, this person would move with Jupiter's rotation at a speed of _______.miles/hour. Use 3.14 for pi and the answer must be whole number.
Answer:
27473 mphStep-by-step explanation:
Find the length of the equator, the circumference of the circle with r = 43440.5 miles:
C = 2*3.14*43440.5 = 272806.34 milesFind the speed:
s = C/ts = 272806.34 / 9.93 = 27473 mph (rounded to the whole number)Same Question here answered by me correctly with proper explaination.Visit the link below for your answer.
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Graph the inequality in a coordinate plane. -X+4y>-12
Need help!!!
Answer:
Step-by-step explanation:
THE DARK IS GONNA BE RIGHT OVER LEWFT TO PLAY THE Gme
A tabletop in the shape of a trapezoid has an area of 5,700 square centimeters. its longer base measures 135 centimeters, and the shorter base is 105 centimeters. what is the height? the height of the tabletop is centimeters.
Answer:
47.5 cm
Step-by-step explanation:
You want the height of a trapezoid with bases of lengths 135 cm and 105 cm, and an area of 5700 cm².
AreaThe formula for the area of a trapezoid is ...
A = 1/2(b1 +b2)h
Filling in the given values, we have ...
5700 = 1/2(135 +105)h
5700 = 120h
h = 5700/120 = 47.5
The height of the tabletop is 47.5 cm.
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Helpppppppppppppp pleaseeeeee
Answer:
$79.45
Step-by-step explanation:
4.5% of 70 = 3.15
3.15x 3 = 9.45
70+9.45 = $79.45