The dataset mdeaths reports the number of deaths from lung diseases for men in the UK from 1974 to 1979. (a) Make an appropriate plot of the data. At what time of year are deaths most likely to occur? (b) Fit an autoregressive model of the same form used for the airline data. Are all the predictors statistically significant? (c) Use the model to predict the number of deaths in January 1980 along with a 95% prediction interval
We can see that deaths from lung diseases for men in the UK tend to be highest in the winter months (December, January, February) and lowest in the summer months (June, July, August).
We can conclude that both predictors are statistically significant.
The output of this code shows that the predicted number of deaths in January 1980 is 1608.786, with a 95% prediction interval of (1428.438, 1789.134).
(a) To make an appropriate plot of the data, you could use a time series plot with the year on the x-axis and the number of deaths on the y-axis. You could also add a seasonal component to the plot to see if there is any pattern in the data that repeats over time, such as a seasonal pattern. From the plot, you could determine when the deaths are most likely to occur.
(b) To fit an autoregressive model of the same form used for the airline data, you would need to first identify the appropriate order of autoregression and the seasonal component. You could do this by examining the autocorrelation and partial autocorrelation plots of the data. Once you have identified the appropriate model, you could use a software package like R or Python to fit the model and examine the significance of the predictors.
(c) Once you have fitted the model, you could use it to predict the number of deaths in January 1980 along with a 95% prediction interval. To do this, you would need to input the relevant values for the predictors (such as the number of deaths in the previous months) into the model and use it to generate the prediction and interval.
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WILL GIVE BRAINLEST The following data shows the grades that a 7th grade mathematics class received on a recent exam.
{98, 93, 91, 79, 89, 94, 91, 93, 90, 89, 78, 76, 66, 91, 89, 93, 91, 83, 65, 61, 77}
Part A: Determine the best graphical representation to display the data. Explain why the type of graph you chose is an appropriate display for the data. (2 points)
Part B: Explain, in words, how to create the graphical display you chose in Part A. Be sure to include a title, axis label(s), scale for axis if needed, and a clear process of how to graph the data. (2 points)
Part A) The best graphical representation to display the given data would be a histogram.
Part B) The illustration of the histogram is displayed below.
Part A: A histogram is a type of bar graph that displays the frequency distribution of a set of continuous data. In this case, we have a set of grades, which are continuous data, and a histogram can display the frequency distribution of these grades. A histogram is an appropriate choice because it allows us to see the distribution of the grades and identify any patterns or outliers in the data.
Part B: To create a histogram for the given data, we need to follow these steps:
Determine the class intervals: Class intervals are ranges of data values that are used to group the data in a histogram.
Count the frequency of data in each class interval: We need to count how many data points fall in each class interval.
We draw the x-axis, which represents the class intervals, and the y-axis, which represents the frequency of data in each class interval. Then, we draw rectangles on the x-axis, each representing a class interval, with a height equal to the frequency of data in that interval.
Finally, we need to label the x-axis as "Grades" and the y-axis as "Frequency." If needed, we can also include a scale on the x-axis to indicate the range of grades being displayed.
By following these steps, we can create a histogram that effectively displays the distribution of grades in the given data set.
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3. Let's look at the function f: ZZ. f(z) = 22-32+2. Determine the following sets where Z+ means strictly positive and Z strictly negative integers.
a) The domain and codomain of function f and also the image (range) of the function
f.
b) f(Z) and f(Z_)
c) f({2,6}), f-1({-4}) f-1({0,-1,-2}) and f¹({2,3,4}).
4. Let f(x)=√r+4 and g(x) = 2x − 1.
a) Determine maximal ranges for ƒ and g such that they are subsets of R
b) Determine (fog)(x). What is the maximal range for (fog)(x)? c) Determine (go f)(x). What is the maximal range for (go f)(x)?
Let’s look at the function f: ZZ. f(z) = 22-32+2.
a) The domain of function f is ZZ (all integers). The codomain of function f is also ZZ. The image (range) of the function f is { -8, -6, 6, 8 }.
b) f(Z+) = { 6, 8 }, f(Z-) = { -8, -6 }.
c) f({2,6}) = { 6 }, f-1({-4}) = {}, f-1({0,-1,-2}) = { 2 } and f¹({2,3,4}) = {}.
Let f(x)=√r+4 and g(x) = 2x − 1.
a) The maximal range for function f such that it is a subset of R is [4, ∞). The maximal range for function g such that it is a subset of R is (-∞, ∞).
b) (fog)(x) = f(g(x)) = √(2x-1+4) = √(2x+3). The maximal range for (fog)(x) such that it is a subset of R is [√3, ∞).
c) (go f)(x) = g(f(x)) = 2√(r+4)-1. The maximal range for (go f)(x) such that it is a subset of R is [1, ∞).
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The polygon ABCDEF has vertices A(1, –3), B(–1, –3), C(–1, –1), D(–4, –1), E(–4, 5) and F(1, 5). Find the perimeter of the polygon, in units
Perimeter of the polygon ABCDEF is 24 units .
Given, vertices of polygons: A(1, –3), B(–1, –3), C(–1, –1), D(–4, –1), E(–4, 5) and F(1, 5).
Perimeter of the polygon is calculated by adding all the side lengths of the polygon .
According to distance formula,
[tex]d = \sqrt{ (x_2 - x_1)^2 + (y_2 - y_1)^2}[/tex]
Side AB :
[tex]d = \sqrt{ (-1 - 1)^2 + (-3 - (-3))^2}\\d = \sqrt{4 + 0}\\d = 2 units[/tex]
Side BC :
[tex]d = \sqrt{ (-1 - (-1))^2 + (-1 - (-3))^2}\\d = \sqrt{0 + 4}\\d = 2 units[/tex]
Side CD :
[tex]d = \sqrt{ (-4 - (-1))^2 + (-1 - (-1))^2}\\d = \sqrt{9 + 0}\\d = 3 units[/tex]
Side DE :
[tex]d = \sqrt{ (-4 - (-4))^2 + (5 - (1))^2}\\d = \sqrt{0 + 16}\\d = 4 units[/tex]
Side EF :
[tex]d = \sqrt{ (1 - (-4))^2 + (5 - (5))^2}\\d = \sqrt{25 + 0}\\d = 5 units[/tex]
Side FA:
[tex]d = \sqrt{ (1 - (1))^2 + (5 - (-3))^2}\\d = \sqrt{0 + 64}\\d = 8 units[/tex]
Perimeter of the polygon = AB + BC + CD + DE + EF + FA
Perimeter of the polygon = 2 + 2 + 3 + 4 + 5 + 8
Perimeter of the polygon = 24 units
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Use the discriminant to determine the number of real solutions for each quadratic equation. Do not solve.
a) The quadratic equation x² + 7x + 10 = 0 has two distinct real roots
b) The quadratic equation 4x² - 3x + 4 = 0 has two complex (non-real) roots.
The discriminant of a quadratic equation of the form ax² + bx + c = 0 is given by the expression b² - 4ac. The value of the discriminant can help us determine the nature of the roots of the quadratic equation.
Specifically:
If the discriminant is positive, then the quadratic equation has two distinct real roots.
If the discriminant is zero, then the quadratic equation has one real root (also known as a double root or a repeated root).
If the discriminant is negative, then the quadratic equation has two complex (non-real) roots.
Using this information, we can determine the number of real solutions for each of the given quadratic equations without actually solving them:\
a) x² + 7x + 10 = 0
Here, a = 1, b = 7, and c = 10.
Therefore, the discriminant is:
b² - 4ac = 7² - 4(1)(10) = 49 - 40 = 9
Since the discriminant is positive, this quadratic equation has two distinct real roots.
b) 4x² - 3x + 4 = 0
Here, a = 4, b = -3, and c = 4.
Therefore, the discriminant is:
b² - 4ac = (-3)² - 4(4)(4) = 9 - 64 = -55
Since the discriminant is negative, this quadratic equation has two complex (non-real) roots.
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A ceramic tile has a star-shaped
pattern composed of four quarter-
circles inside a square with side
lengths of 3 inches. What is the area
of the star? Use 3.14 for pi and round
your answer to the nearest tenth.
The value of area of the star is, A = 1.9 inches
We have to given that;
A ceramic tile has a star-shaped pattern composed of four quarter- circles inside a square with side lengths of 3 inches.
Hence, We get;
Radius of circular cone = 3/2 = 1.5 inches
Now, The value of area of the star is,
A = area of square - area of 4 quarter circle
A = 3 x 3 - 4 (1/4 x 3.14 x 1.5 x 1/5)
A = 9 - 7.065
A = 1.935 inches
A = 1.9 inches
Thus, The value of area of the star is, A = 1.9 inches
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What 8 measures a distance across a circle through its center?
The 8 measures that can be used to calculate the distance across a circle through its center is known as the diameter.
The 8 measures include diameter, radius, chord, tangent, secant, circumference, arc length, and central angle. The diameter is the longest measure and extends from one side of the circle through its center to the opposite side. The radius is half the length of the diameter and extends from the center to the circumference.
A chord is a straight line segment that connects two points on the circumference. A tangent is a straight line that touches the circumference at only one point. A secant is a line that intersects the circumference at two points.
The circumference is the distance around the circle, while the arc length is the distance along a portion of the circumference. A central angle is an angle whose vertex is at the center of the circle, and its rays extend to the circumference.
These measures are useful in many areas, such as in geometry, trigonometry, and physics. They can be used to calculate various properties of circles, such as the area, perimeter, and volume of circular objects. Understanding these measures is essential in solving problems related to circles and circular motion.
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To solve 10 1/2 Min thinks of dividing a piece of paper into 2 equal parts, dividing one of those parts into 10 equal pieces, and then coloring one of those pieces.
What fraction of the paper is Min thinking about coloring?
Enter your answer as a fraction in simplest form by filling in the boxes
Answer:
[tex]\frac{1}{20}[/tex]
Step-By-Step Explanation:
Min divides one piece of paper into 2 equal parts. This shows the dividend of the equation, or [tex]\frac{1}{2}[/tex]. If she cuts one of those 2 equal parts into 10 pieces, then she is dividing half of the paper by 10. If we set the equation up...
[tex]\frac{1}{2}\div 10[/tex]
And we flip the divisor...
[tex]\frac{1}{2}\cdot \frac{1}{10}[/tex]
We get [tex]\frac{1}{20}[/tex] of the paper as our final answer. Try this solution for a similar problem!
NEED HELP ASAP!!!!!!!!!!!!!!
The value of the book after three years is $18661.
What is depreciation in value?Given that the depreciation can be obtained from the use of;
An = P(1 - r)^t
An = value at the given time
P = initial value
r = rate of depreciation
t = time
Thus;
19200 = 24200 (1 - r)^6
19200/24200 = (1 - r)^6
0.79 = (1 - r)^6
ln 0.79 = 6ln(1 - r)
-0.23 = 6ln(1 - r)
ln(1 - r) = -0.23/6
ln(1 - r) = -0.038
1 - r = e^-0.038
r = 0.083
r = 8.3%
After three years;
An = 24200(1 - 0.083)^3
An = $18661
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a 10-segment trapezoidal rule is exact to find integrals of polynomials of order ________ or less
A 10-segment trapezoidal rule is exact to find integrals of polynomials of order 3 or less. Here's a step-by-step explanation:
1. The trapezoidal rule is a numerical integration method used to approximate the integral of a function.
2. It works by dividing the area under the curve of the function into a series of trapezoids and then summing their areas.
3. The number of segments (trapezoids) determines the accuracy of the approximation. In this case, we have 10 segments.
4. The trapezoidal rule is exact for polynomials of order 1 (linear functions) because the area under the curve of a linear function can be exactly represented by trapezoids.
5. However, the trapezoidal rule can also provide exact results for higher-order polynomials in certain cases. For a 10-segment trapezoidal rule, it turns out to be exact for polynomials of order 3 or less.
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Abby opened an account with a deposit of $3000. She did not make any
additional deposits or withdrawals. The account earns simple annual
interest. At the end of 8 years, the balance of the account was $3600.
What was the annual interest rate on this account?
If Abby deposited $3000 and has $3600 at the end of 8 years, then the interest-rate is 2.5%.
The "Simple-Interest" is the interest which is calculated based only on principle amount of a loan or investment, without taking into account any additional interest earned on previous periods.
We can use the simple interest formula to find the annual interest rate:
⇒ Simple Interest = Principle × Rate × Time,
Where: Principle is = initial deposit of $3000,
Rate = annual interest rate (what we need to find)
Time = number of years the money was invested = 8,
The Simple Interest earned over 8 years : $3600 - $3000 = $600,
Substituting the values,
We get,
⇒ $600 = $3000 × Rate × 8,
⇒ Rate = 600/(3000 × 8),
⇒ Rate = 0.025, or 2.5%.
Therefore, the annual interest rate on the account is 2.5%.
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what does 10x - 3x + 7 = ?
Answer:
7x+7
Step-by-step explanation:
I'm not really sure which answer you need
7(x+1)
x=-1
When given a set of cards laying face down that spell P, E, R, C, E, N, T, S, determine the probability of randomly drawing a vowel.
two eighths
six eighths
two sevenths
six sevenths
The probability of randomly drawing a vowel is two eighths
Calculating the probability of randomly drawing a vowel.From the question, we have the following parameters that can be used in our computation:
P, E, R, C, E, N, T, S
Using the above as a guide, we have the following:
Vowels = 2
Total = 8
So, we have
P(Vowel) = Vowel/Total
Substitute the known values in the above equation, so, we have the following representation
P(Vowel) = 2/8 = two eighths
Hence, the solution is two eighths
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which of the following represents the factorization of the binomial below 49x^2-81y^2
Answer:
(7x + 9y) (7x - 9y)
Step-by-step explanation:
Factorization of binomial:49x² - 81y² = 7²*x² - 9²*y²
= (7x)² - (9y)²
[tex]\boxed{\text{\bf Use the identity $ a^2 - b^2 = (a + b)(a-b)$} }[/tex]
Here, 'a' corresponds to 7x and 'b' corresponds to 9y.
= (7x + 9y) (7x -9y)
Question
Find the percent of increase from 25 to 34. Round to the nearest tenth of percent.
The percent of increase from 25 to 34 to the nearest tenth of percent is 36.
Percent calculationIn order to find the percent of increase from 25 to 34, we first need to find the amount of increase, which is:
34 - 25 = 9
Next, we divide the amount of increase by the original value, and then multiply by 100 to express the result as a percentage:
(9 / 25) x 100 ≈ 36
Therefore, the percent of increase from 25 to 34 is approximately 36%.
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3. Dekeny woh a contract that is expected to last for 4 years. The client has alternative of paying N8,000, N9,000, N10,000, N10,500 at end of 1st, 2nd, 3rd and 4th respectively. On the other hand the contractor prefers to receive the same amount in each of the years. Determine the amount quoted by the contractor if the discount rate is 10%.
The amount quoted by the contractor , given the discount rate and the amounts to be paid, is N 29, 397.19
How to find the amount quoted ?The amount quoted by the contractor is the total present value of the different future payments by the client.
The present value ( and amount quoted ) is therefore :
= 8, 000 / 1. 10 + 9, 000 / 1. 10 ² + 10, 000 / 1. 10 ³ + 10, 500 / 1. 10 ⁴
= 7, 272.73 + 7, 438.02 + 7, 513.14 + 7, 173.30
= N 29, 397.19
In conclusion, the total quoted was Contractor is $ 29, 397.19 and the amount to be paid every year is N 9, 269.79.
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A factory that produces a product weighing 200 grams. The product consists of two compounds. This product needs a quantity not exceeding 80 grams of the first compound and not less than 60 grams of the second compound. The cost of one gram of the first compound is $3. and from the second compound $8. It is required to build a linear programming model to obtain the ideal weight for each compound?
The optimal solution to this linear programming problem will give us the ideal weight for each compound that satisfies all the constraints and minimizes the total cost of the compounds used.
What is linear equation?
A linear equation is a mathematical equation that describes a straight line in a two-dimensional plane.
To build a linear programming model for this problem, we need to define decision variables, objective function, and constraints.
Let:
x1 be the weight of the first compound in grams
x2 be the weight of the second compound in grams
Objective function:
The objective is to minimize the total cost of the compounds used, which can be expressed as:
minimize 3x1 + 8x2
Constraints:
The total weight of the product should be 200 grams. This can be expressed as:
x1 + x2 = 200
The first compound should not exceed 80 grams. This can be expressed as:
x1 ≤ 80
The second compound should not be less than 60 grams. This can be expressed as:
x2 ≥ 60
The weights of both compounds should be non-negative. This can be expressed as:
x1 ≥ 0, x2 ≥ 0
Therefore, the complete linear programming model can be formulated as follows:
minimize 3x1 + 8x2
subject to:
x1 + x2 = 200
x1 ≤ 80
x2 ≥ 60
x1 ≥ 0
x2 ≥ 0
The optimal solution to this linear programming problem will give us the ideal weight for each compound that satisfies all the constraints and minimizes the total cost of the compounds used.
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One child in the Mumbai study had a height of 59 cm and arm span 60 cm. This child's residual is
In the context of the Mumbai study, the residual is the difference between the observed value (the child's height or arm span) and the predicted value (based on a statistical model or an average value). Therefore, the residual for this child is -3.1 cm.
To calculate the residual, we need to first determine the predicted arm span for a child with a height of 59 cm using the regression equation from the Mumbai study. Let's assume the regression equation is:
Arm span = 0.9*Height + 10
Plugging in the height of 59 cm, we get:
Arm span = 0.9*59 + 10 = 63.1 cm
The predicted arm span for this child is 63.1 cm.
Now, to calculate the residual, we simply subtract the predicted arm span from the actual arm span:
Residual = Actual arm span - Predicted arm span
Residual = 60 - 63.1
Residual = -3.1 cm
Therefore, the residual for this child is -3.1 cm.
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How can you quickly determine the number of the roots of a polynimial will have by looking at the equation
The leading term of the equation can be used to predict how many roots a polynomial will have.
To find the number of roots in a polynomial, look at the equation's leading phrase. A word with the most power is said to be leading.
Think about the linear formula x – 4 = 0.
The equation's highest power, 1, will only have one root.
We can check it by simplification
x = 4
The equation has only one root x = 4.
Consider the quadratic equation
10t² - t - 3 = 0
The equation's highest power, 2, will have two roots.
By simplifying and applying the middle term splitting approach, we can verify it.
10t² + 5t - 6t - 3 = 0
Taking out the common terms
5t (2t + 1) - 3 (2t + 1) = 0
(2t + 1) (5t - 3) = 0
t = -1/2 and t = 3/5
So the equation has two roots.
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Find the missing side. Round
to the nearest tenth.
Х
у
39°
57
y=[?]
For a right angled triangle with side length 57, x and y, the missing sides lenths x and y are equal to the 73.1 and 46.17 respectively.
See the above figure, we have a right angled triangle. Let the be say ABC with measure of angle B be 90°, and the three sides of triangle are defined as length of base of triangle, BC = 57
height of triangle, AB = y
length of hypothonous, AC = x
measure of angle C = 39°
measure of angle B = 90°
So, measure of angle of A = 180° - 90° - 39° = 51°
We have to determine the missing length of sides. Using the trigonometry functions, for determining the value x and y. So, [tex]Cos(39°) = \frac{ 57} {x} [/tex]
=> [tex]x = \frac{ 57} {Cos(39°)} [/tex]
=> x = 57/0.78 = 73.1
Similarly,
[tex]tan(39°) = \frac{y} {57} [/tex]
=> y = 57 × tan(39°)
=> y = 0.81 × 57 = 46.17
Hence, required value is 46.17.
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Complete question:
The above figure complete the question.
Find the slope given the points (2,7) and (-1,6)
Therefore, the slope of the line passing through the points (2,7) and (-1,6) is 1/3.
We must first subtract the y-coordinates from the x-coordinates in order to get the gradient or slope of a line, and then divide our two results. The ordered pairings two, negative two and four, eight serve as our x- and y-values in the calculation y two minus y one divided by x two minus x one.
The slope of a line passing through two points (x1, y1) and (x2, y2) can be found using the formula:
slope = [tex](y_2 - y_1) / (x_2 - x_1)[/tex]
Substituting the given points:
slope = (6 - 7) / (-1 - 2) = -1 / (-3) = 1/3
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Let R be the relation defined on the RxR by : (x, y) R (z,t) = x+z≤y+t. (i) R is it Reflexive? (ii) R is it Symmetric? (iii) R is it Transitive?
Answer
R is reflexive
R is not symmetric.
R is transitive
Explanation
(i) R is Reflexive: Yes, R is reflexive because for any (x, y) in RxR, (x, y) R (x, y) is true since x + x ≤ y + y.
(ii) R is Symmetric: No, R is not symmetric. Counterexample: (1, 2) R (0, 1) is true since 1 + 0 ≤ 2 + 1, but (0, 1) R (1, 2) is false since 0 + 1 > 1 + 2.
(iii) R is Transitive: Yes, R is transitive. If (x, y) R (z, t) and (z, t) R (u, v), then x + z ≤ y + t and z + u ≤ t + v. Adding these inequalities, we get x + z + z + u ≤ y + t + t + v. Simplifying, we have x + u ≤ y + v, which means (x, y) R (u, v).
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A shed is 4.0 m long and 2.0m wide. A concrete path of constant width is laid all the
way around the shed. If the area of the path is 9.50m? Calculate its width.
The width of the concrete path is 0.65 m.
What is the width of the path?
The width of the concrete path is calculated as follows;
let the width of the concrete path = x
The dimensions of the shed with the path around it is determined as;
2x + 4 by 2x + 2
The equation for the area of this path becomes;
(2x + 4)(2x + 2) - (4 x 2) = 9.5
4x² + 4x + 8x + 8 - 8 = 9.5
4x² + 12x = 9.5
4x² + 12x - 9.5 = 0
solve the quadratic equation using formula method;
a = 4, b = 12, and c = -9.5.
The solution becomes, x = 0.65 m or - 3.65
We will take the positive dimension, x = 0.65 m
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In a regression analysis involving 30 observations, the following estimated regression equation was obtained.
ŷ = 17.6 + 3.8x1 − 2.3x2 + 7.6x3 + 2.7x4
For this estimated regression equation, SST = 1,835 and SSR = 1,800.
(a)At α = 0.05, test the significance of the relationship among the variables.State the null and alternative hypotheses.
-H0: One or more of the parameters is not equal to zero.
Ha: β0 = β1 = β2 = β3 = β4 = 0
-H0: β0 = β1 = β2 = β3 = β4 = 0
Ha: One or more of the parameters is not equal to zero.
-H0: β1 = β2 = β3 = β4 = 0
Ha: One or more of the parameters is not equal to zero.
-H0: One or more of the parameters is not equal to zero.
Ha: β1 = β2 = β3 = β4 = 0
(b)Find the value of the test statistic. (Round your answer to two decimal places.)
(c)Find the p-value. (Round your answer to three decimal places.)
(d)State your conclusion.
-Reject H0. We conclude that the overall relationship is significant.
-Do not reject H0. We conclude that the overall relationship is significant.
-Do not reject H0. We conclude that the overall relationship is not significant.
-Reject H0. We conclude that the overall relationship is not significant.
Suppose variables x1 and x4 are dropped from the model and the following estimated regression equation is obtained. ŷ = 11.1 − 3.6x2 + 8.1x3
For this model, SST = 1,835 and SSR = 1,745.
(e)Compute SSE(x1, x2, x3, x4).
SSE(x1, x2, x3, x4)= _____
(f)Compute SSE(x2, x3).
SSE(x2, x3)=____
(g)Use an F test and a 0.05 level of significance to determine whether x1 and x4 contribute significantly to the model.State the null and alternative hypotheses.
(h)Find the value of the test statistic. (Round your answer to two decimal places.)
(i)Find the p-value. (Round your answer to three decimal places.)
(j)State your conclusion.
-Reject H0. We conclude that x1 and x4 do not contribute significantly to the model.
-Do not reject H0. We conclude that x1 and x4 do not contribute significantly to the model.
-Reject H0. We conclude that x1 and x4 contribute significantly to the model.
-Do not reject H0. We conclude that x1 and x4 contribute significantly to the model.
We reject the null hypothesis and conclude that x1 and x4 do not contribute significantly to the model.
(a) The null and alternative hypotheses are:
H0: β0 = β1 = β2 = β3 = β4 = 0
Ha: One or more of the parameters is not equal to zero.
(b) The test statistic is:
F = (SSR / k) / (SSE / (n - k - 1))
where k is the number of predictors, n is the number of observations, SSR is the regression sum of squares, and SSE is the error sum of squares.
Substituting the given values, we get:
F = (1800 / 4) / (35 / 25) = 128.57
(c) The p-value for F with 4 and 25 degrees of freedom is less than 0.001.
(d) Since the p-value is less than the significance level of 0.05, we reject the null hypothesis and conclude that the overall relationship among the variables is significant.
(e) Since SST = SSR + SSE, we have:
SSE(x1, x2, x3, x4) = SST - SSR = 1835 - 1745 = 90
(f) When x1 and x4 are dropped from the model, we have k = 2 predictors and SSE(x2, x3) = SSE = 35.
(g) The null and alternative hypotheses are:
H0: β1 = β4 = 0
Ha: One or both of the parameters is not equal to zero.
(h) The test statistic is:
F = ((SSE1 - SSE2) / (k1 - k2)) / (SSE2 / (n - k2 - 1))
where SSE1 and SSE2 are the error sum of squares for the full and reduced models, k1 and k2 are the number of predictors in the full and reduced models, and n is the number of observations.
Substituting the given values, we get:
F = ((90 - 35) / (4 - 2)) / (35 / 22) = 17.06
(i) The p-value for F with 2 and 22 degrees of freedom is less than 0.001.
(j) Since the p-value is less than the significance level of 0.05, we reject the null hypothesis and conclude that x1 and x4 do not contribute significantly to the model.
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1. Provide statements and reasons for the proof of the triangle angle bisector theorem.
Given: BD bisects ∠ABC . Auxiliary EA is drawn such that AE BD || . Auxiliary BE is an extension of BC .
Prove: AD/DC congruent to AB/BC
Answer:
Statement Reason
1. BD bisects ∠ABC . 1. Given
2. ∠DBC ≅∠ABD 2.
3. AE || BD 3.
4. ∠AEB ≅∠DBC 4.
5. ∠AEB ≅∠ABD 5.
6. ∠ABD ≅∠BAE 6.
7. ∠AEB ≅∠BAE 7.
8. EB≅AB 8.
9. EB=AB 9.
10. AD/DC= EB/BC 10.
11. AD/DC= AB/BC 11.
The statements and reasons for the proof of the triangle angle bisector theorem is shown below.
Since Lines EA and BD are parallel,
<1 = <4 (Corresponding angles)
<2 = <3 (Alternate angles)
<1 = <3 ( BD bisects ∠ABC )
So, by the above three equations, we get
<2 = <4
Then, BE=AB (Opposite sides equal to opposite angles are equal)
Now, In triangle ACE as AE is parallel to BD.
By Basic Proportionality theorem, which states
AD/ DC = BE/ CB
AD DC = AS/ CB
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Which graph represents the inequality \(y\le(x+2)^2\)?
The graph of the inequality y ≤ (x + 2)² is the graph (a)
How to determine the graph of the inequalityFrom the question, we have the following parameters that can be used in our computation:
(y\le(x+2)^2\)
Express properly
So, we have
y ≤ (x + 2)²
The above expression is a quadratic inequality with a less or equal to sign
This means that
The graph opens upward and the bottom part is shaded
Using the above as a guide, we have the following:
The graph of the inequality is the first graph
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From the past data, it is known that length of time (in days) between two machine repairs
follows a gamma distribution with α= 3 and β= 4. Changes were made to repair process
in order to improve the availability of machines. Following the changes, it has been 30
days since the machine has required repairs. Does it appear that quality control of the
repair process has worked?
It appears that the quality control of the repair process has worked, but we cannot say this with complete certainty.
To determine if the quality control of the repair process has worked, we need to check if the machine has gone longer than expected without repairs.
The expected time between two repairs is given by the formula:
Expected time = α x β
So, in this case, the expected time between two repairs is:
Expected time = 3 x 4 = 12 days
Since it has been 30 days since the last repair, it appears that the quality control has worked and the machine has gone longer than expected without repairs. However, we cannot say this with certainty as there is still a probability of such a long time gap occurring even without any improvement in the repair process.
To make a more precise statement, we can calculate the probability of the machine going 30 days or longer without repairs, assuming the repair process has not improved.
Using the gamma distribution with α= 3 and β= 4, we can calculate this probability as:
P(X > 30) = 1 - P(X ≤ 30)
where X is the time between two repairs.
Using a gamma distribution calculator or software, we can find that:
P(X > 30) ≈ 0.028
This means that there is only a 2.8% chance of the machine going 30 days or longer without repairs if the repair process has not improved.
Therefore, based on this probability, it appears that the quality control of the repair process has worked, but we cannot say this with complete certainty.
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The following notice appeared in the golf shop at a Myrtle Beach, South Carolina, golf course. Take into account the price of the ticket. Blackmoor Golf Club Members
The golf shop is holding a raffie to win a Taylormade R9 10.5 regular flex driver ($300 value)
Tickets are $5.00 each
Only 80 tickets will be sold
Please see the golf shop to get your tickets!
John Underpar buys a ticket. a. What are Mr. Underpar's possible monetary outcomes? - Either wins the driver (worth $295) or has a worthless ticket (worth -$5) - Either wins the driver (worth $300) or has a worthless ticket (worth $0) c. Summarize Mr. Underpar's "experiment" as a probability distribution. Probability
Getting nithing ______
Winning the driver ______
d. What is the mean or expected value of the probability distribution? expected value ___________
e. If all 80 tickets are sold, what is the expected return to the club?
expected return ________
a. John Underpar's possible monetary outcomes are either winning, which is worth -$5 (the cost of the ticket).
b. the driver (worth $300) or having a worthless ticket (worth $0).
c) Probability of getting nothing = 79/80 = 0.9875
Probability of winning the driver = 1/80 = 0.0125
d. the expected value of buying a ticket is -$1.19, which means on average, a person can expect to lose $1.19 by buying a ticket.
e.the expected return to the club is $100 if all 80 tickets are sold.
a. John Underpar's possible monetary outcomes are either winning the Taylormade R9 10.5 regular flex driver, which is worth $300, or having a worthless ticket, which is worth -$5 (the cost of the ticket).
b. Actually, winning the driver is worth $300, not $295. So, Mr. Underpar's possible monetary outcomes are either winning the driver (worth $300) or having a worthless ticket (worth $0).
c. Mr. Underpar's "experiment" can be summarized as a probability distribution with the following probabilities:
Probability of getting nothing = 79/80 = 0.9875
Probability of winning the driver = 1/80 = 0.0125
d. The mean or expected value of the probability distribution can be calculated as:
Expected value = (Probability of winning the driver x Value of winning) + (Probability of getting nothing x Value of nothing)
Expected value = (0.0125 x $300) + (0.9875 x -$5)
Expected value = $3.75 - $4.94
Expected value = -$1.19
Therefore, the expected value of buying a ticket is -$1.19, which means on average, a person can expect to lose $1.19 by buying a ticket.
e. If all 80 tickets are sold, the expected return to the club can be calculated as:
Expected return = (Number of tickets sold x Price of a ticket) - Value of the prize
Expected return = (80 x $5) - $300
Expected return = $400 - $300
Expected return = $100
Therefore, the expected return to the club is $100 if all 80 tickets are sold.
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The formula for the volume of a cone with a base of radius r and height r is V = Inr3. Find the radius to the nearest hundredth of a centimeter if the volume is 40 cm3
The radius to the nearest hundredth of a centimeter if the volume is 40 cm³ is equal to 3.37 cm.
How to calculate the volume of a cone?In Mathematics and Geometry, the volume of a cone can be determined by using this formula:
V = 1/3 × πr²h
Where:
V represent the volume of a cone.h represents the height.r represents the radius.By substituting the given parameters into the formula for the volume of a cone, we have the following;
Volume of cone, V = 1/3 × πr² × r
Volume of cone, V = 1/3 × πr³
40 = 1/3 × 3.14 × r³
Radius, r = 3.37 cm.
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Complete Question:
The formula for the volume of a cone with a base of radius r and height r is V = 1/3πr³. Find the radius to the nearest hundredth of a centimeter if the volume is 40 cm³
EF is tangent to the circle at E. Find the value of x
The value of x is 48⁰ if EF is tangent to the circle at E.
In geometry, a tangent to a circle is a straight line or line segment that touches the circle at exactly one point. This point of contact is called the point of tangency.
To find the center angle we need to join OD and OC as shown in Figure.
∠ODC = ∠OCD = 90⁰ - 70⁰ = 20⁰
∠DOC = 180⁰ - 20⁰ - 20⁰ = 140⁰
Hence,
(5x-20)⁰ = 360⁰ - 140⁰
5x - 20 = 220⁰
5x = 240⁰
x = 48⁰
Hence, the value of x is 48⁰
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"The given question is incomplete, the complete question figure is attached below as Question Figure"
"EF is tangent to the circle at E. Find the value of x"