Answer:d
Step-by-step explanation: I got it right
Answer:
D
Step-by-step explanation:
Gabriella compared the graphs of two functions.
The first function was f(x) = 3x + 4.
The second functions fits the values in the table.
x
2
5
8
11
y
17
32
47
62
What is the distance between the y-intercepts of the two functions?
1. A.
2 B.
3 C.
4 D.
9514 1404 393
Answer:
C 3
Step-by-step explanation:
The first function is given in slope-intercept form:
y = mx + b
When we compare this to the given equation, we see the y-intercept is 4.
__
The table represents a function with a slope of ...
m = (y2 -y1)/(x2 -x1) = (32 -17)/(5 -2) = 15/3 = 5
Then the y-intercept can be found from ...
b = y1 -m(x1)
b = 17 -5(2) = 7
The table is a function with a y-intercept of 7.
__
The difference between the y-intercepts of the two functions is ...
7 - 4 = 3 . . . difference of y-intercepts
(a) Explain why a gamma random variable with parameters (n, λ) has an approximately normal distribution when n is large.
(b) Then use the result in part (a) to solve Problem 9.20, page 395.
(d) What does the central limit theorem say with continuity correction? (e) Find the exact probability. steps, find the probability that the walk is within 500 steps from the origin calculations, explain why X ︽.Norm(a/λ, a/λ2). 9.18 Consider a random walk as described in Example 9.13. After one million 9.19 Let X ~ Gamma(a,A), where a is a large integer. Without doing any 9.20 Show that lim Hint: Consider an independent sum of n Exponential() random variables and apply the central limit theorem. 9.21 A random variable Y is said to have a lognormal distribution if log Y has a normal distribution. Equivalently, we can write Y -eX, where X has a normal distribution. (a) If X1, X2,... is an independent sequence of uniform (0,1) variables, show that the product Y =「L-i X, has an approximate lognormal distribution. Show that the mean and variance of log Y are, respectively, -n and n (b) If Y = ex, with X ~ Norm(μ, σ2), it can be shown that
the gamma distribution becomes approximately normal due to the Central Limit Theorem when n is large.X ︽.Norm(a/λ, a/λ²) since it is an approximately normal distribution with mean a/λ and variance a/λ².
(a) Gamma random variables are sums of random variables, and as n gets large, the Central Limit Theorem applies. When n is large, the gamma random variable with parameters (n, λ) approaches a normal distribution, as the sum of independent and identically distributed Exponential(λ) random variables is distributed roughly as a normal distribution with mean n/λ and variance n/λ². In other words, the gamma distribution becomes approximately normal due to the Central Limit Theorem when n is large.
(b) The problem asks to show that:lim (1 + x/n)-n = e⁻x.The expression (1 + x/n)⁻ⁿ can be written as [(1 + x/n)¹/n]ⁿ. Now letting n → ∞ in this equation and replacing x with aλ yields the desired result from part (a):lim (1 + x/n)ⁿ
= lim [(1 + aλ/n)¹/n]ⁿ
= e⁻aλ(d)
The central limit theorem with continuity correction can be expressed as:P(Z ≤ z) ≈ Φ(z + 0.5/n)if X ~ B(n,p), where Φ is the standard normal distribution and Z is the standard normal variable.
This continuity correction adjusts for the error made by approximating a discrete distribution with a continuous one.(e) The exact probability that the walk is within 500 steps from the origin can be calculated by using the normal distribution. Specifically, we have that:
P(|X - a/λ| < 500)
= P(-500 < X - a/λ < 500)
= P(-500 + a/λ < X < 500 + a/λ)
= Φ((500 + a/λ - μ)/(σ/√n)) - Φ((-500 + a/λ - μ)/(σ/√n)),
where X ~ N(μ, σ²), and in this case, μ = a/λ and σ² = a/λ².
Therefore, X ︽.Norm(a/λ, a/λ²) since it is an approximately normal distribution with mean a/λ and variance a/λ².
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I don't know this help pls :)
Answer:
b. 8.6
Step-by-step explanation:
lmk if it was right
When you purchase an item with a credit card, you might not ever have to pay for it. True False
Answer:
False
Step-by-step explanation:
You purchase with borrowed money which you need to pay back.
In 2008 , the population of a district was 39,700 . With a continuous annual growth rate of approximately 3%, what will the population be in 2033 according to the exponential growth function?
The population will be approximately 84,161 in 2033 according to the exponential growth function.
The given information in the problem is;Population in 2008 = 39,700
Annual growth rate = 3%
We need to find out the population in 2033.
The formula for continuous exponential growth is;P(t) = P₀e^(rt)
where;P₀ is the initial populationr is the annual growth rate (in decimal form)t is the time elapsed (in years)
We are given P₀ = 39,700r = 0.03t = 2033 - 2008 = 25 years
Put these values in the formula of continuous exponential growth;
P(25) = 39,700e^(0.03 x 25)P(25)
= 39,700e^(0.75)P(25)
= 39,700 x 2.1170000493605122P(25)
= 84,161.13
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the graph of a certain geometric sequence can be described as a curve increasing from left to right. which sequence would have a similar graph?
The graph of a certain geometric sequence can be described as a curve increasing from left to right. A sequence that would have a similar graph is the geometric sequence whose common ratio is less than 1.
A geometric sequence is defined as a sequence of numbers where each number is the product of the previous number and a fixed constant. The fixed constant is known as the common ratio, and it is denoted by r.The nth term of a geometric sequence is given by the formula an= ar^(n-1) where a is the first term and r is the common ratio of the sequence.
Similar graphIn a similar graph, the shape of the graph is the same, but the size may be different. Thus, the sequence that would have a similar graph to the given sequence is a geometric sequence whose common ratio is less than 1 because in such a sequence, the successive terms will be smaller than the previous term.This means that as we move from left to right, the values will gradually decrease in size, and the graph will look like a curve increasing from left to right.
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Which value(s) is a solution for the inequality f < 4? Choose all that apply.
f = -4
f = 3
f = -2
Explanations:f < 4 means that f consists of all the values that are less than 4.
From the options:
Numbers that are less than 4 are -4, 3 and -2.
7 is greater than 4, therefore, f = 7 is an incorrect choice
Jamar helped in a community garden for 21/10 hours this week that was 2 4/5 equal length shifts because Ja’Marr shop early one day when it started train what does 21 over 10÷2 and 4/5 representing the situation
Answer: The expression 21/10 ÷ 2 4/5 represents the number of hours Jamar worked per shift in the community garden, given that he worked for a total of 21/10 hours over 2 4/5 shifts.
To simplify this expression, we need to convert the mixed number 2 4/5 to an improper fraction:
2 4/5 = (2 x 5 + 4)/5 = 14/5
Now we can rewrite the expression as:
21/10 ÷ 14/5
To divide fractions, we can multiply the first fraction by the reciprocal of the second fraction:
21/10 x 5/14 = 3/4
Therefore, Jamar worked an average of 3/4 hours per shift in the community garden.
Step-by-step explanation:
Jim borrows $790 for 4 months. He pays a simple interest of 6%. How much interest must be pay? Around your answer to the nearest cent if necessary. ($150 is not correct)
Answer:
189.6
Step-by-step explanation:
790*4=3160*6%
what is the answer to x(4x+1)
Answer:
4x^2+x
Step-by-step explanation:
(x)(4x+1)=(x)(4x)+(x)(1)
Hope this helped :)
Question 1 (40 point)
What is the base of the following exponential function?
3(4)^x+2
Answer:
4
Step-by-step explanation:
base is 4
Because the exponent is 4^x from given quation is 3(4)^x +2
Find the missing side or angle. Round to the nearest tenth. A=45° B=100° c=15 a=[?]
The offered triangle's missing side measures 18.5 inches.
Two angles and one side of a triangle are measured as follows: A = 45°, B = 100°, and c = 15.
We need to find the side a. [opposite to angle A]
The Law of Sines indicates that we can use this formula to get the missing side (a) in the triangle given:
\(\mathrm{\frac{a}{sin(A)} = \frac{c}{sin(C)}}\)
where A is the angle opposite side A, C is the angle opposite side C, and an is the unknown side.
Let's plug in the values we have:
A = 45°
B = 100°
c = 15
Now, we can find angle C using the fact that the sum of angles in a triangle is 180°:
C = 180° - A - B
C = 180° - 45° - 100°
C = 35°
Now we can apply the Law of Sines to find side a:
\(\mathrm {\frac{a}{sin(45)} = \frac{15}{sin(35)}}\)
To find a, let's first calculate the values of sin(45°) and sin(35°):
sin(45°) ≈ 0.7071
sin(35°) ≈ 0.5736
Now, solve for a:
\(\frac{a}{0.7071} = \frac{15}{0.5736}\)
a ≈ (15 × 0.7071) / 0.5736
a ≈ 18.54
Rounding to the nearest tenth:
a ≈ 18.5
So, the missing side (a) is approximately 18.5 units.
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Which equation in slope-intercept form has a graph that passes through
the point (-3,6) and has a slope of 2 ?
Answer:
Step-by-step explanation:
y - 2 = 2(x + 3)
y - 2 = 2x + 6
y = 2x + 8
How do you calculate decay from half-life?
Using the formula T1/2 = 0.693/λ, we may determine decay from half-life.
What is half-life?The half-life is the amount of time needed for half of the initial population of radioactive atoms to decay.
T1/2 = 0.693/λ describes the relationship between the half-life, T1/2, and the decay constant.
A percentage is used to represent the degradation rate.
Simply decreasing the percent and dividing it by 100 yields the decimal equivalent.
The decay factor b = 1-r can therefore be calculated.
For instance, the exponential function's decay rate is 0.25, and the decay factor b = 1- 0.25 = 0.75 if the rate of decay is 25%.
Nearly all decay processes that are exponential, or nearly exponential, are referred to by the phrase "half-life".
Therefore, using the formula T1/2 = 0.693/λ, we may determine decay from half-life.
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Max claims that a point on any line that is perpendicular to a segment is equidistant from a segment's endpoints. Charlene claims that the line must be a perpendicular bisector for a point on the line to be equidistant from a segment's endpoints.
Answer:
Charlene claim is true.
Step-by-step explanation:
Max claims that a point on any line that is perpendicular to a segment is equidistant from a segment's endpoints.
It is not necessary as shown in the diagram (a).
Charlene claims that the line must be a perpendicular bisector for a point on the line to be equidistant from a segment's endpoints.
It is true as shown in the diagram (b).
So, Charlene claim is true.
Consider the four points P 1
(1,0,0),P 2
(1,π/2,0),P 3
(2,π/2,0), and P 4
(2,0,0) in cylindrical coordinates. Consider now the closed path L=P 1
P 2
P 3
P 4
P 1
, defined as follows: Path I is the circular arc between P 1
and P 2
; Path II is the straight line between P 2
and P 3
; Path III is the circular arc between P 3
and P 4
; Path IV is the straight line between P 4
and P 1
. Make a 2D figure to visualize the closed path L and calculate the circulation of the field A=rsinϕe r
+r 2
e ϕ
along that path.
The circulation of the vector field \(A =r Sin(\phi)e_r+r^2e_\phi\) along the closed path L is zero.
In polar coordinates, the radial distance r corresponds to the distance from the origin, and the angle φ represents the azimuthal angle.
Now, let's calculate the circulation of the vector field \(A =r Sin(\phi)e_r+r^2e_\phi\)along the closed path L The circulation, also known as the line integral of a vector field, is given by:
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi+ A_zdz)\)
Since the vector field A is independent of the z-coordinate, the term \(A_zdz\) will be zero along the entire closed path L. Therefore, we can simplify the line integral to:
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi)\)
Now, let's calculate the circulation for each path separately:
Path I: Circular arc from P1 to P2
The vector field \(A_r= rSin(\phi)\), and\(A_\phi = r^2.\)
Since r is constant along this circular arc, \(dr=0\)
The azimuthal angle φ changes from 0 to\(\pi /2\), so \(d_\phi = \pi /2\)
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi)\)
\(\int({0} + r^2\, d\phi)\)
= \(\int\limits^0_\pi/2(r^2\, d\phi)\)
\(=(\pi /2)r^2\)
Path II: Straight line from P2 to P3
The vector field\(A_r=rSin(\phi),\), and \(A_\phi =r^2\)
Since this is a straight line, both \(dr\) and \(d_\phi\) are zero.
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi)\)
= \(\int({0+0})\) = 0
Path III: Circular arc from P3 to P4
The vector field\(A_r=rSin(\phi),\), and \(A_\phi =r^2\)
Since r is constant along this circular arc, \(dr=0\),t he azimuthal angle φ changes from π/2 to 0, so dᵩ = -π/2.
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi)\)
\(=\int({0} + r^2\, d\phi)\)
\(=\int\limits^0_\pi/2(r^2\, d\phi) =r^2(0-(\pi /2))\)
\(=-(\pi /2)r^2\)
Path IV: Straight line from P4 to P1
The vector field \(A_r=rSin(\phi),\)Since this is a straight line, both \(dr\) and dᵩ are zero.
\(\int {A} \, dl = \int ({A_r} \, dr + {A_\phi d\phi) = \int\ ({0+0}) = 0\)
Finally, the circulation along the closed path L is the sum of the circulations along each path = 0
Therefore, the circulation of the vector field \(A =r Sin(\phi)e_r+r^2e_\phi\) along the closed path L is zero.
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Eliot and William go running. Eliot ran for 8 mile, and William ran for 12 mile. Eliot finihed hi run in 40 fewer minute than William. If they run at the ame peed, for how long did William run?
William ran for 48 minutes since Eliot ran for 8 miles in 40 fewer minutes than William. They were running at the same speed.
Eliot and William both went running and ran for 8 miles and 12 miles respectively. Eliot finished his 8 mile run in 40 fewer minutes than William. This means that if the two of them were running at the same speed, it would take William 40 minutes longer than Eliot to finish his 12 mile run. To calculate how long William ran for, we can add 40 minutes to the time it took Eliot to run 8 miles. Since Eliot ran 8 miles in 40 fewer minutes than William, this means that Eliot ran 8 miles in the amount of time that William ran 12 miles. The total time William ran for is therefore 8 miles plus 40 minutes, which is 48 minutes.
Eliot: 8 miles ÷ 40 minutes fewer
= 0.2 miles/minute
William: 12 miles ÷ (0.2 miles/minute x 40 minutes)
= 48 minutes
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Let R be the region bounded by the following curves. Find the volume of the solid generated by revolving the shaded region shown to the right about the x-axis. y=6 -3x, y = 0, and x = 0 AY Y6-3x The volume of the solid is cubic units. (Type an exact answer.)
Therefore, the volume of the solid generated by revolving the shaded region about the x-axis is (20π/3) cubic units.
To find the volume of the solid generated by revolving the shaded region about the x-axis, we can use the method of cylindrical shells.
The region bounded by the curves y = 6 - 3x, y = 0, and x = 0 forms a triangular region in the first quadrant. Let's find the limits of integration for x.
The line y = 0 intersects with the curve y = 6 - 3x at x = 2. Therefore, the limits of integration for x will be from x = 0 to x = 2.
Now, let's consider a vertical strip at a specific x-value within this region. The height of this strip is given by the difference between the curves y = 6 - 3x and y = 0, which is (6 - 3x) - 0 = 6 - 3x.
The width of the strip is dx.
The circumference of the shell is the distance traveled by revolving the strip around the x-axis, which is given by 2πx.
The volume of the shell is then given by the product of the circumference and the height, which is (2πx) * (6 - 3x) * dx.
Integrating this expression from x = 0 to x = 2 will give us the total volume of the solid:
V = ∫[0 to 2] (2πx) * (6 - 3x) dx.
Simplifying and evaluating the integral, we get:
V = 2π ∫[0 to 2] \((6x - 3x^2) dx.\)
V = 2π \([3x^2/2 - x^3/3]\) evaluated from 0 to 2.
V = 2π \([(3(2)^2/2 - (2)^3/3) - (3(0)^2/2 - (0)^3/3)]\)
V = 2π [(3(4)/2 - (8)/3) - 0].
V = 2π [(6 - 8/3)].
V = 2π [(18/3 - 8/3)].
V = 2π (10/3).
V = (20π/3) cubic units
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kylie works for a large nursery and is investigating whether to use a new brand of seeds. the new brand of seeds advertises that 93% of the seeds germinate, which is higher than the germination rate of the seeds she is currently using. she will change over to this new brand unless the actual germination rate is less than what is advertised. kylie conducts an experiment by randomly selecting 76 seeds of the new brand and plants them. she finds that 70 of those seeds germinated. what are the null and alternative hypotheses for this hypothesis test?
The null and alternative hypotheses for this hypothesis test is H₀ : p = 0.93, Hₐ : p > 0.93.
What is Hypothesis ?A hypothesis in a scientific context, is a testable statement about the relationship between two or more variables or a proposed explanation for some observed phenomenon.
What is Null and Alternative Hypotheses?Null and alternative hypotheses are used in statistical hypothesis testing. The null hypothesis of a test always predicts no effect or no relationship between variables, while the alternative hypothesis states your research prediction of an effect or relationship.
Let 'p' be the population proportion.
Given statement : The new brand of seeds advertises that 93% of the seeds germinate, which is higher than the germination rate of the seeds she is currently using.
Since null hypothesis shows that there is no significant difference between the quantities where as alternative hypothesis believes that there is some difference,
Hence, the null and alternative hypotheses for this hypothesis test will be :- H₀ : p = 0.93
Hₐ : p > 0.93
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the manager of a flower shop determines that an average of 240 vases of flowers is sold each month. three cases contain 36 vases. how many cases of vases should the manager order each month?
Total 20 number cases should the manager order each month to server an average of 240 vashes of flowers.
Manager of a flower shop determines that an average of 240 vases of flowers is sold each month.
3 cases contain 36 vases.
so 1 case will contain 36/3 vases.
1 case will contain = 12 vases.
How many cases of vases should the manager order each month.
Given is that 240 vashes of flowers each month is sold.
according to 12 vashes per case we need 20 cases to cover 240 vashes of flowers each month.
12* 20 = 240.
We need 20 cases here.
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One important use of the regression line is to do which of the following?
A. To determine the strength of a linear association between two variables
B. To determine if a distribution is unimodal or multimodal
C. To make predictions about the values of y for a given x-value
D. Both A and B are correct
Answer:
C. To make predictions about the values of y for a given x-value (I THINK)
45=3x-9 Write this equation in words using less than and triple.
Answer:
Step-by-step explanation:
Hi, there.
_______
Using the words LESS and TRIPLE:
9 less (-9) than triple x (3x) is (or yields, or is equivalent to) 45.
Hope the answer - and explanation - made sense,
happy studying!!!
Select the correct answer Which is the correct simplified form of the expression (4m-2n^8)^1/2 ———— 9m^-6 n^-8
Answer:
\(= \frac{2m^2n^8}{3}\)
Step-by-step explanation:
Given expression is
\((\frac{4m^{-2}n^8}{9m^{-6}n^{-8}} )^{\frac{1}{2}\)
The correct simplified form is shown below:-
From the above equation, we will simplify
we will shift \(m^{-6}\) to the numerator and we will use the negative exponent rule, that is
\(= (\frac{4m^{-2}n^8m^6}{9n^{-8}} )^{\frac{1}{2}\)
now we will shift the \(n^{-8}\) to the numerator and we will use the negative exponent rule, that is
\(= (\frac{4m^{-2}n^8m^6n^8}{9} )^{\frac{1}{2}\)
here we will solve the above equation which is shown below
\(= (\frac{4m^4n^{16}}{9}) ^\frac{1}{2}\)
So,
\(= (\frac{(2)^2(m^2)^2(n^8)^2}{(3)^2} ^\frac{1}{2}\)
Which gives result
\(= \frac{2m^2n^8}{3}\)
Use the table to complete the statements.
A 2-column table with 6 rows. The first column is labeled x with entries negative 3, negative 2, negative 1, 0, 1, 2. The second column is labeled f of x with entries 50, 0, negative 6, negative 4, negative 6, 0.
The x-intercepts shown in the table are _____
and ______.
The y-intercept shown in the table is _______.
Answer:
-2, 2
-4
Step-by-step explanation:
The x-intercept is the point where the graph crosses the x-axis. At that point, the y-coordinate equals zero. At the x-intercept, f(x) = 0.
Look below f(x) and find where f(x) = 0. Which x values correspond to f(x) = 0?
There are two x values: x = -2, and x = 2
The x-intercepts shown in the table are -2 and 2.
The y-intercept is the point where the graph crosses the y-axis. At that point, the x-coordinate equals zero. At the y-intercept, x = 0.
Look below x and find where x = 0. Which f(x) value corresponds to x = 0?
There is one f(x) value: f(x) = -4
The y-intercept shown in the table is -4.
MARKING BRAINLEIST JUST BE QUICK
Answer:
No
Step-by-step explanation:
from the graphs shared below
use the accompanying statcrunch session to obtain a simple random sample of 5 high schools in the city of chicago. loading... click on the icon to view the statcrunch session.
Using sampling concepts, one sample of 5 high schools in the city of Chicago is given by:
Brooks, Hyde Park, Young Womens, Marshall, Noble - UIC.
What is the missing information?The problem is incomplete, but researching it on a search engine, it gives us a list of 15 high schools in Chicago, and asks us to take a sample of 5.
What is population and sample?Population: Collection or set of individuals or objects or events whose properties will be studied.Sample: The sample is a subset of the population, and a well chosen sample, that is, a representative sample will contain most of the information about the population parameter. A representative sample means that all groups of the population are inserted into the sample.Hence, from the concepts of sample and populations, the sample of 5 means that we have to select 5 schools from the 15 listed, hence one possible option is given by:
Brooks, Hyde Park, Young Womens, Marshall, Noble - UIC.
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what is the explicit formula for this sequence? -7,-3,1,5,…
Answer:
\(a_n=4n-11\)
Step-by-step explanation:
The common difference is \(d=4\) with the first term being \(a_1=-7\), so we can generate an explicit formula for this arithmetic sequence:
\(a_n=a_1+(n-1)d\\a_n=-7+(n-1)(4)\\a_n=-7+4n-4\\a_n=4n-11\)
My last math question of the day! Help me out!
What equation can be used to find B, the number of points scored!
Thank you!
Answer:
A
Step-by-step explanation:
Let b represent the number of points Ben scored.
We know that Lori scored 26 points.
This amount is two less than four times what Ben scored.
Four times what Ben scored will simply be 4b.
And two less will be 4b - 2.
This is equivalent to Lori's score.
So, we can write that:
\(4b-2=26\)
Hence, our answer is A.
Answer:
I believe it is A
Step-by-step explanation:
Since in this problem you would want to find b, which is stated the is almost 4 times 26... however is 2 less. The other options are wrong since you would want a bigger number, not a smaller one... Hopefully this is helpful
vector A is 15 m at an angle of 28 ° and vector B is 30.m at angle of 224 °. What is the resultant vector 33 m at 196 degrees 33 m at 252 degrees 16.1 m at 59 degrees 16 m at 59 degrees 16 m at 240 degrees 16.1 at 239 degrees
The correct answer is 33 m at 252 degrees, 16.1 m at 239 degrees, and 16 m at 240 degrees. It should be noted that the angle values of 239 degrees and 240 degrees are close to the angle value obtained for the resultant vector.
Two vectors, vector A and vector B, are given with their respective magnitudes and directions. The main idea is to add the two vectors using trigonometry to obtain the resultant vector. The vectors can be represented in the form of (magnitude, angle), where the magnitude is given in meters and the angle is given in degrees. Using the law of cosines, we can add the two vectors to obtain the resultant vector as:
R² = A² + B² - 2ABcos(θB - θA)R² = (15²) + (30²) - 2(15)(30)cos(224° - 28°)R² = 225 + 900 - 2(450)(-0.882)R² = 225 + 900 + 788.4R² = 1913.4R = √(1913.4)R = 43.77 m. The direction θR of the resultant vector is:tanθR = (A sinθA + B sinθB)/(A cosθA + B cosθB)tanθR = (15 sin28° + 30 sin224°)/(15 cos28° + 30 cos224°)tanθR = 0.5905θR = tan⁻¹(0.5905)θR = 29.75° or 206.25
°However, the given answer choices are not in the same format as the answer obtained above. We can convert the answer obtained above to the format given in the answer choices as follows:43.77 m at 206.25° (rounded to 2 decimal places)Therefore, the correct answer is 33 m at 252 degrees, 16.1 m at 239 degrees, and 16 m at 240 degrees. It should be noted that the angle values of 239 degrees and 240 degrees are close to the angle value obtained for the resultant vector.
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The mean time required to repair breakdowns of a certain copying machine is 93 minutes. The company which manufactures the machines claims that breakdowns of its newer model are easier to fix. To test this claim, a sample of 18 breakdowns of the new model were observed, resulting in a mean repair time of 86.8 minutes with a standard deviation of 14.6 minutes. Using a significance level of a = 0.10, determine if the new copy machines are faster to repair. State clearly what your null and alternative hypotheses are, show your work, and state your conclusion.
A significance level of 0.10, we have enough evidence to conclude that the new copy machines have a significantly faster mean repair time compared to the older model.
To test if the new copy machines are faster to repair, we can set up the following null and alternative hypotheses:
Null Hypothesis (H₀): The mean repair time for the new copy machines is the same as the mean repair time for the older model.
Alternative Hypothesis (H₁): The mean repair time for the new copy machines is less than the mean repair time for the older model.
Let's perform a one-sample t-test to test these hypotheses. The test statistic is calculated as:
t = (sample mean - population mean) / (sample standard deviation / √(sample size))
Given:
Population mean (μ) = 93 minutes
Sample mean (\(\bar x\)) = 86.8 minutes
Sample standard deviation (s) = 14.6 minutes
Sample size (n) = 18
Significance level (α) = 0.10
Calculating the test statistic:
t = (86.8 - 93) / (14.6 / sqrt(18))
t = -6.2 / (14.6 / 4.24264)
t ≈ -2.677
The degrees of freedom for this test is n - 1 = 18 - 1 = 17.
Now, we need to determine the critical value for the t-distribution with 17 degrees of freedom and a one-tailed test at a significance level of 0.10. Consulting a t-table or using statistical software, the critical value is approximately -1.333.
Since the test statistic (t = -2.677) is less than the critical value (-1.333), we reject the null hypothesis.
To know more about significance level:
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