1) library(lahmanrbroom)
model <- lm(runs ~ bb + hr, data = teams %>% filter(yearID == 1971))
tidy(model)
2) model2 <- lm(bb ~ year, data = tidy(model))
3) The p-value for this effect is significantly different from zero.
The teams data frame from the lahmanrbroom package1) To obtain the effects of bb (walks) and hr (homers) on runs in 1971 using the teams data frame from the lahmanrbroom package and the tidy() function, the following code can be used:
library(lahmanrbroom)
model <- lm(runs ~ bb + hr, data = teams %>% filter(yearID == 1971))
tidy(model)
The estimate for the effect of bb on runs can be found in the 'Estimate' column for the variable 'bb', and the estimate for the effect of hr on runs can be found in the 'Estimate' column for the variable 'hr'.
2) To determine the effect of year on the impact of bb, a linear model can be fit on the results from the previous question. The following code can be used:
model2 <- lm(bb ~ year, data = tidy(model))
The coefficient for the variable 'year' in this model represents the change in the impact of bb on runs for each additional year.
3) The p-value for this effect can be found in the 'p.value' column of the output of the summary() function applied on the model2, which tests if the coefficient for the variable 'year' is significantly different from zero.
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find the general solution of the given differential equation. x dy/ dx − y = x^2 sin x
To find the general solution of the given differential equation x dy/ dx − y = x^2 sin x, we must use a series of calculations.
First, we need to separate the variables, so y can be expressed as a function of x. To do this, we divide both sides of the equation by x, giving us the equation dy/dx = x sin x + y/x.
Next, we will need to use integration to find the general solution. To integrate, we need to find an antiderivative of the equation dy/dx = x sin x + y/x. To do this, we can use the formula ∫xdx = 1/2 x^2 + c. Using this formula, we can integrate both sides of the equation to get 1/2 x^2 + c = x sin x + ∫ y/x dx.
We can then solve for the antiderivative of y/x, which is ln|y| + c. Therefore, the general solution of the equation is 1/2 x^2 + ln|y| + c = x sin x + c.
Finally, we can solve for y in terms of x to get y = x^2 sin x + c'e^(1/2 x^2), where c' is the integration constant. This is the general solution of the given differential equation.
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In the grating equation nλ=d sin θ, the quantity θ will be determined in the labusing the angular scale on the experimental apparatus.using meter sticks and geometry/trigonometry.using a protractor.
In the grating equation nλ=d sin θ, the quantity θ will be determined in the lab by using meter sticks and geometry/trigonometry
The term equation is known as a mathematical statement that is made up of two expressions connected by an equal sign
Here we have given that the grating equation nλ=d sin θ, the quantity θ will be determined in the lab.
The term grating equation in math states that d = 1/N where N is the grating constant, and it is the number of lines per unit length and n is the order of grating, which is a positive integer, representing the repetition of the spectrum.
And the term trigonometry is defined as a branch of mathematics concerned with relationships between angles and ratios of lengths.
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c) calculate an interval that includes at least 99% of the cadences in the population distribution using a confidence level of 95%
The tolerance interval that included 99% of the cadence values with a 95% confidence is equal to (0.634,1.218).
A tolerance interval is constructed using the following formula:
TI= overline x plus/minus t * o l k,n (s)
Let, k = 0.99 and n = 20
to l 0.99,20 =3.615
The following calculations are done to compute the tolerance interval:
TI= overline x plus/minus t * o l k,n (s)
= 0.9255 plus/minus 3.615 * (0.0809)
approx (0.634, 1.218)
In summary, with a 95% level of confidence, 99% of the cadence values fall within the tolerance interval of (0.634, 1.218).
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Sandy Schabel owns 400 shares of Exxon
Mobil (XOM) stock. After the quarterly dividends are reinvested
under a dividend reinvestment program (DRIP), she owns
401. 6 shares. XOM is selling at $86. 40 a share. Find the annual
dividend per share and the annual yield for XOM
The annual dividend per share of Exxon Mobil (XOM) is $3.60 and the annual yield is 4.15%. Multiply the result by 100 to get the annual yield in percentage: 0.0415 x 100 = 4.15%
Annual dividend per share: $3.60
Annual yield: 4.15%
1. To find the annual dividend per share, divide the increase in shares (1.6) by the number of shares owned before the reinvestment (400).
1.6/400 = 0.004
2. Multiply the result by the current share price of XOM ($86.40):
0.004 x 86.40 = $3.60
3. To find the annual yield, divide the annual dividend per share by the current share price of XOM ($86.40):
3.60/86.40 = 0.0415
4. Multiply the result by 100 to get the annual yield in percentage:
0.0415 x 100 = 4.15%
The annual dividend per share of Exxon Mobil (XOM) is $3.60 and the annual yield is 4.15%.
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Question 3 (20 points) Solve this problem. Round answer to the nearest hundredths place. 81.7 x2.68
So,
The skateboard cost $67.
The protective helmet cost $25.
To find the percent that the price of the skateboard was out of the total amount, add 67 and 25 and divide 67 by the result.
Step 1:
67 + 25 = 92
Step 2:
67/92 = 0.728 or 72.8%.
The correct option is B.
Answer:200
Step-by-step explanation: when you multiply 81.7x2.68 it equals to 218.948 which to the nearest hundreth is 200
Find the exact value of the area
of the shaded region. The length
of the side of the grid squares
is I unit.
Answer:
91.1cm²
Step-by-step explanation:
since all of them are quarters of circles
area of figure 1 = (π(r.1)²)÷4 = (64π)÷4= 16π cm²
area of figure 2 = (π(r.2)²)÷4 = (25π)÷4= 6.25π cm²
area of figure 3 = (π(r.3)²)÷4 = (9π)÷4= 2.25π cm²
area of figure 4 = (π(r.4)²)÷4 = (4π)÷4= 4π cm²
area of figure 5 = (π(r.5)²)÷4 = (π)÷4 cm²
area of figure 6 = (π(r.6)²)÷4 = (π)÷4 cm²
the total area = 16π+6.25π+2.25π+4π+2(π÷4)=
28.5π+0.5π = 29π = 91.1cm²
Use the Central Limit Theorem to find the mean and standard error of the mean of the indicated sampling distribution.
The amounts of time employees of a telecommunications company have worked for the company are normally distributed with a mean of 5. 4 years and a standard deviation of 2. 1 years. Random samples of size 12 are drawn from the population and the mean of each sample is determined
Using the central limit theorem to find the mean is 5.4 and the standard error of the mean of the indicated sampling distribution is 0.6.
We must utilize the central limit theorem to determine the mean and standard error of the mean of the sample distribution in the given query.
Considering the posed query,
The company has a mean age of 5.4 years and is normally distributed.
2.1 years of standard deviation.
The population is sampled at random with an n = 12 size, and the mean of each sample is calculated.
The mean is determined using the central limit theorem.
μ(x) = μ = 5.4
The standard error of the mean of the indicated sampling distribution is:
σ(x) = σ/√n
σ(x) = 2.1/√12
σ(x) = 2.1/3.5
σ(x) = 0.6
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The half-life of a radioactive isotope is the time it takes for a quantity of the isotope to be reduced to half its initial mass. Starting with 185 grams of a radioactive isotope, how much will be left after 3 half-lives?
Answer: The half-life of a radioactive isotope is the time it takes for a quantity of the isotope to be reduced to half its initial mass.
If the initial mass is 185 grams, after the first half-life, the mass will be reduced to 185/2 = 92.5 grams
After the second half-life, the mass will be reduced to 92.5/2 = 46.25 grams
After the third half-life, the mass will be reduced to 46.25/2 = 23.125 grams
So, after three half-lives, there will be 23.125 grams of the isotope left.
It's important to note that the half-life of the isotope is a constant value and it doesn't depend on the initial mass.
Step-by-step explanation:
a 12oz can of soft drink at 25c is placed in a freezer where the temperature is -12c how much energy must be removed from the drink for it to reach this temperature
The amount of energy must be removed from the drink for it to reach this temperature is 35.5kJ
Here we have given that a 12oz can of soft drink at 25c is placed in a freezer where the temperature is -12c.
As we all know that the equation of the given measurement is written as,
=> Q1=m.c.AT
From the given, now we have to know that the mass "m" = 340gm
And the value of C= 4.18 J/g°C
Then at 25°C it will at the temperature of
=> Q1340g x 4.18 x 25
=> Q1 = 35, 5300J or 35.5kJ
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if theta is an angle in q2, will sec (theta) be positive or negative
The reading of the angle sec θ in the second quadrant of the given problem is; Negative
How to interpret trigonometric ratios?There are 6 main trigonometric ratios and if we can use which are;
sin θ
cos θ
tan θ
secθ
cotan θ = sin θ/cosθ
cosec θ = 1/sin θ
sec θ = 1/cos θ
Now, we are told that sec θ is in the second quadrant and we know that in the second quadrant only sin θ and cosecθ are positive and as such sec θ will be negative.
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Use the distributive property to remove the parentheses
(-4+v+4x)(-6)
Answer:
24-6v-24x
Step-by-step explanation:
(-4 +v + 4x) × (-6)
Apply the Distributive Property:
- (-6) × 4+ (-6) × v + (-6) × 4x
Determine the sign:
6 × 4 - 6v - 6 × 4x
Calculate the product or quotient:
24 - 6v -6 × 4x
Multiply the monomials:
24 - 6v - 24x
Hope this helps you :)
Answer:
24-6v-24
Step-by-step explanation:
first distribute -6 to all other numbers as shown below.
(-4 . -6)+(v . -6)+(4x . -6)
then we will get 24-6v-24x
8/5 times what equals 2?
Answer:
5/4 should be the answer.
Step-by-step explanation:
2 divided by 8/5 = 5/4
Answer:
Step-by-step explanation:
x is 5/4
8x/5=2
8x=10
x=5/4
evaluate the gradient of f(x, y, z) = log(x2 + y2 + z2) at (1, 0, 1).
The gradient of f(x, y, z) = log(x2 + y2 + z2) at (1, 0, 1) is (2/1, 0, 2/1).
This gradient is a vector pointing in the direction of the function f(x, y, z) = log(x2 + y2 + z2 )'s rate of growth. Calculating the function's partial derivatives with respect to x, y, and z is necessary to assess this gradient.
The function's partial derivative with regard to x is (2x / (x2 + y2 + z2) This becomes 2/1 when x is 1. The partial derivative with regard to z is (2z / (x2 + y2 + z2)), which becomes 2/1 when z is 1, and the partial derivative with respect to y is 0, and the partial derivative with respect to z is 0, respectively. Therefore, at (1, 0, 1), the gradient of f(x, y, z) = log(x2 + y2 + z2) is (2/1, 0, 2/1).
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a fair die is rolled four times. what is the proba bility that each of the final three rolls is at least as large as the roll preceding it?
The probability is 7/72 that each of the final three rolls is at least as large as the roll preceding it.
Let [tex]N_{i}[/tex] represent the number appearing on die when die is rolled ith time,
i=1,2,3,4
Given that [tex]N_{1}[/tex]≤[tex]N_{2}[/tex]≤[tex]N_{3}[/tex]≤[tex]N_{4}[/tex]
Each time when a die is rolled, six options are there.
Let we have four equal sets
{1,2,3,4,5,6}, now we have to select four numbers such that, exactly one number is selected from each set
Case 1: All four are same
Number of ways:⁶C₁ =6
Case 2: Three are same but one is different
Number of ways: ⁶C₁ ⁵C₁ =30
Case 3: Two are same of one kind and two are same of second kind
Number of ways: [tex]\frac{1}{2}[/tex] ⁶C₁ ⁵C₁=15
Case 4: Two are same and two are different
Number of ways: ⁶C₁ ⁵C₂=60
Case 5: All four are different
Number of ways: ⁶C₄=15
Required probability:
=[tex]\frac{6+30+5+60+15}{6*6*6*6}[/tex]
=[tex]\frac{126}{36*36}[/tex]
=[tex]\frac{72}{7}[/tex]
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A locat sollege hosts a science competition for 1,014 elementary and middle school students. Three awards are given at each grade level. An equal number of students enters the competition from each grade. 3 through 8, How many students from each grade level enter the science competition?
When there are 1,014 elementary and middle school pupils, X2 = 175 students from each grade level participate in the science competition.
What is standard deviation ?When the standard deviation is low and high, it is argued that data are more evenly distributed and more densely clustered around the mean, respectively. The standard deviation is a measurement of how widely the data are scattered from the mean value. Comparing data sets that may have the same mean but a distinct range may be aided by it. For example, the means of the two integers 15, 15, 15, 14, 16, and 2, 7, 14, 22, 30 are identical. The second, though, is obviously wider.
given
X1
u1 = 400 u2 = 100
20 25
X2
Z1 score = Z2 score
X1 - u1 / 20 = X2 - u2 / 25
460 - 400 / 20 = X2 -100 / 25
3 = X2 - 100 /25
X2 = 175 score on exam b
When there are 1,014 elementary and middle school pupils, X2 = 175 students from each grade level participate in the science competition.
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henry find he can type 70 words in 5 minutes and that in 8 minutes he can type 112 words
If henry can 70 words in 5 minutes and that in 8 minutes he can type 112 words the rate of change is 14.
What is Slope of Line?The slope of the line is the ratio of the rise to the run, or rise divided by the run. It describes the steepness of line in the coordinate plane.
The slope intercept form of a line is y=mx+b, where m is slope and b is the y intercept.
The slope of line passing through two points (x₁, y₁) and (x₂, y₂) is
m=y₂-y₁/x₂-x₁
Henry can type 70 words in 5 minutes and that in 8 minutes he can type 112 words.
m=112-70/8-5
=42/3
=14
Hence, the rate of change is 14.
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Cameron and his children went into a movie theater where they sell drinks for $6 each and candies for $5 each. Cameron has $100 to spend and must buy at least 18 drinks and candies altogether. If xx represents the number of drinks purchased and yy represents the number of candies purchased, write and solve a system of inequalities graphically and determine one possible solution.
One possible solution is to have Cameron buying 18 candies and 6 drinks, this solution is (6,18) and it lies in the intersection of all three half-planes.
We can write a system of inequalities to represent the situation as follows:
6x + 5y ≥ 90 (because Cameron must spend at least $90 on drinks and candies)
x + y ≥ 18 (because Cameron must buy at least 18 drinks and candies altogether)
x ≥ 0, y ≥ 0 (because Cameron can't buy negative number of drinks or candies)
To graphically represent the solution set of this system, we can plot the inequalities on a coordinate plane. We can start by drawing the line representing the first inequality: 6x + 5y = 90. To find the slope-intercept form of this equation we can subtract 90 from both sides, 6x + 5y - 90 = 0, and we get: 6x + 5y = 90.
The second inequality is x + y ≥ 18 which is a boundary line.
The third inequality is x ≥ 0 and y ≥ 0 which means that both x and y should be non-negative.
The solution set of this system of inequalities is the intersection of the half-planes defined by the inequalities. This is the set of all points that lie in all three half-planes. One possible solution is to have Cameron buying 18 candies and 6 drinks, this solution is (6,18) and it lies in the intersection of all three half-planes.
Therefore, One possible solution is to have Cameron buying 18 candies and 6 drinks, this solution is (6,18) and it lies in the intersection of all three half-planes.
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the sum of the first 5 terms of an arithmetic series is $70$. the sum of the first 10 terms of this arithmetic series is $210$. what is the first term of the series?
Therefore ,as a result, 42/5 is the value of the first term in the equation for the arithmetic mean.
What does arithmetic mean?The arithmetic average or means of the group is calculated as the sum of each value in a list divided by the total number of things in that list. The progression in mathematics is the same as this. The average of the integers 5, 7, and 9 is 4, as shown by the equation 5 + 7 + 9 being equal to 21, and 21 divided by 3 (there are actually three numbers) being equal to 7.
Here,
Given :
5 a + 10 d = 70 in the first five terms (1)
The first ten terms add up to 10 a + 45 d = 210. (2)
This means that in order to solve the system for a, multiply equation (1) by 2, then subtract it from equation (2):
=> 10a - 10a + 45d - 20d = 210-140
=> 25d = 70
=> d = 70/25
=> d = 14/5
A value then becomes:
5a + 10*14/5 = 70;
5a = 70-140/5;
5a = 350-140/5;
a = 42/5.
42/5 is the response.
As a result, 42/5 is the value of the first term in the equation for the arithmetic mean.
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Dean is playing a game with calculators. the 42 participants (including dean) sit in a circle, and dean holds 3 calculators. one calculator reads 1, another 0, and the last one -1. dean starts by pressing the cube button on the calculator that shows 1, pressing the square button on the one that shows 0, and on the calculator that shows -1, he presses the negation button. after this, he passes all of the calculators to the next person in the circle. each person presses the same buttons on the same calculators that dean pressed and then passes them to the next person. once the calculators have all gone around the circle and return to dean so that everyone has had one turn, dean adds up the numbers showing on the calculators. what is the sum he ends up with?
After completing the full turn around the circle by 42 participants as per given condition and number showing on the calculator the sum ends up with 0.
As given in the question,
Total number of participants = 42
Number of calculator = 3
Calculator that reads 1 dean pressed cube button
1³ = 1
Calculator that reads 0 dean pressed square button
0² = 0
Calculator that reads -1 dean pressed negation button
-(-1) = 1
Same activity repeated 42 times in the circle at the end number showed on the calculator are
Calculator reads 1 show 1
Calculator reads 0 show 0
Calculator reads -1 show -1
Sum of the three numbers are
= 1 + 0 + (-1)
= 0
Therefore, sum of the three numbers showing at the end on the calculator is equal to 0.
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assume your professor has given you 60 minutes to complete a specific assignment. you have worked on the assignment for 45 minutes but have not yet completed the assignment. a friend stops by and asks you to go out for a couple of hours. what should you do?
The best course of action would be to politely decline the offer and explain to your friend that you still have to finish the assignment.
What is minutes?Minutes is a record of the proceedings of a meeting or other event. It is typically written by the secretary of the meeting and contains a summary of the main points discussed, decisions taken, and any action points arising from the meeting. Minutes are an important part of any organization as they provide a record of the decisions taken and an opportunity for review. Minutes can also help to keep everyone on track and ensure that everyone is aware of their responsibilities.
Even though your friend may be disappointed, they will understand. It is important to prioritize your school work and stay on top of assignments, so you should continue to work on the task at hand.
If you find yourself struggling to stay focused, it can help to break down the assignment into manageable chunks and set a timer for each chunk. This can also help you stay on track with the time limit that your professor gave you. Additionally, taking a few minutes to get up and stretch or grab a snack can help you stay energized and productive.
If you need additional help, reach out to your professor or a tutor. You can also ask a classmate for help or advice. Your professor likely will not mind if you ask for an extension on the assignment, as long as it is reasonable and you provide a valid reason.
Remember, it is important to prioritize your school work and stay on top of assignments. It is ok to take breaks and accept help, but be sure to stay focused on the task at hand.
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Does u to the power of 1/2 the same as u/2?
Answer:
the solution is u5/2
EA and ED are perpendicular. EB intersects AEC. Given that measure angle AEB equals 4x+1 and measure angle CED equals 3x, determine the missing measures.
Answer:
x= 12.714°
Step-by-step explanation:
<AEB + <CED = 90°
4x+1+3x = 90°
7x+1= 90°
7x=89
x= 12.714°
i am stuck with this question please help with this!!
-thank you!
Answer: 60in²
Step-by-step explanation:
Answer: 60
Step-by-step explanation:
So to solve this, you need to know how to find the area of a trapezoid.
In case you don't know this equation, I'll explain it briefly.
The area of a trapezoid = (a+b)*h/2, where a and b are the base lengths and h is the height of the trapezoid.
We can solve this problem using this equation, which would look like:
Area = (9+11)*6/2
= 20*6/2
= 60
at memorial hospital, jamie operates a new state-of-the-art mri scanner that serves approximately 10 patients during an 8-hour shift. patients are scheduled for various lengths of time, depending on the complexity of their scan. the image quality is significantly superior to what it was on previous scanners, but the number of patients served per day remains the same. this situation attests to the fact that
The image quality is significantly superior to what it was on previous scanners, but the number of patients served per day remains the same. this situation attests to the fact that the service sector has seen improvement in quality of service, but productivity remains about the same.
Improvement in quality of service:
Putting the customer first, balancing efficiency and customer satisfaction (experience), and focusing on employee engagement are three key strategies for improving contact center service quality.
Productivity:
Productivity is the efficiency with which goods and services are produced and is represented by a scale. A measure of productivity is often expressed as a ratio of total output to a single input or total input in a production process. Typically the output per unit of input over a period of time. The most common example is a measure of (aggregate) labor productivity, an example of which is GDP per worker. There are various definitions of productivity (including those not defined by the ratio of outputs to inputs), and the choice depends on the purpose of measuring productivity and the availability of data gain. The main reason for differences in different measures of productivity usually has to do with how outputs and inputs are aggregated (directly or indirectly) to obtain such relative measures of productivity doing conduct.
Importance of Productivity:
Productivity gains are defined as the process of getting more out of every hour of work. Improving productivity can take many forms, including: Capital, Investments in equipment, software, infrastructure, machinery, etc. equate to labor. Productivity is important for individuals (workers and consumers), business leaders, and analysts(such as policy makers and government statisticians).
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Triangle ABC is congruent to Triangle PDF. Side AC corresponds to what side in Triangle PDF?
Answer:
the angle that corresponds to AC IS PF
College freshmen were asked if they were currently enrolled in Composition I. The results are shown in the table.
Enrolled in Composition I Not enrolled in Composition I Row Totals
Males 87 122
Females 46
Column Totals 81 251
How many females are currently not enrolled in Composition 1?
46
83
129
170
Answer:
Step-by-step explanation:
83
To find the number of females who are not enrolled in Composition I, we can look at the table and find the total number of females and subtract the number of females who are enrolled in Composition I.
The total number of females is found in the "Column Totals" row, in the second column, and is 251.
The number of females enrolled in Composition I is found in the "Males" row, in the second column, and is 46.
So the number of females who are not enrolled in Composition I is:
251 (total number of females) - 46 (females enrolled in Composition I) = 205
Therefore, the answer is 83.
Could any of you guys help me answer this question pls the homework is due today!
Step-by-step explanation:
y = 37 + x
the 4th angle (bottom right) is
360 - 90 - 90 - 125 = 55°
because the sum of all angles in any quadrilateral is 360°.
now we can assume a right-angled triangle on the right side of the trapezium.
one leg is 15 cm (like the left side), the other leg is x cm. and the right side of the trapezium is the Hypotenuse.
the bottom right angle is 55°.
the upper angle is 125 - 90 = 35°.
we can use the law of sine to get x.
the law of sine is
a/sin(A) = b/(sin(B) = c/sin(C)
with a, b, c being the sides of the triangle opposite of the corresponding angles A, B, C.
so,
15/sin(55) = x/sin(35)
x = 15×sin(35)/sin(55) = 10.50311307... cm
y = 37 + 10.50311307... = 47.50311307... ≈
≈ 47.5 cm
Directions: Use the Law of Sines to find each missing side or angle. Round to the nearest tenth.
Answer: 25.0
Step-by-step explanation:
[tex]\frac{x}{\sin 65^{\circ}}=\frac{22}{\sin 53^{\circ}}\\\\x=\frac{22 \sin 65^{\circ}}{\sin 53^{\circ}}\\\\x \approx 25.0[/tex]
A fitness center piloted two new programs to help people reduce stress levels and maintain a healthy lifestyle. after one month, 112 of the 125 people who volunteered for a program in mindfulness reported a reduction in stress levels, and 110 of the 135 people who volunteered for a yoga program reported a reduction in stress levels. the fitness center wants to investigate whether there is a significant difference between the proportions of all people in the two programs who would report reductions in stress levels. have the conditions for inference been met?
Yes, all requirements have been satisfied for drawing conclusions from statistics. would note a reduction in stress. whether the prerequisites for inference are present.
Describe statistics.It is common practice to start with a statistical population or a statistical model that needs to be investigated when applying statistics to a problem in science, business, or society. The field of statistics is concerned with the collection, arrangement, organization, analysis, interpretation, and presentation of data.
The conditions for making judgments about a single proportion are Random: A random experiment or sample must have produced the data. For the sample distribution of pp with hat on top to be considered normal, there must be nearly equal numbers of expected successes and failures.
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Consider the following observations on shear strength (MPa) of ajoint bonded in a particular manner
22.2 40.4 16.4 73.7 36.6 109.9
30.0 4.4 33.1 66.7 81.5
a. What are the values of the fourths, and what is the valueof fs ?
b. Construct a boxplot based on the five-number summary, and comment on its features.
c. How large or small does an observation haveto be to qualify as an outlier? As an extreme outlier?
d. By how much could the largest observation bedecreased withoutaffecting fs?
On solving the provide outlier question, we can say that The difference between the upper and lower fourth makes up the fourth outlier (h) = 73.7 - 22.2 = 51.5
What is outlier?Outliers are data points that deviate from the distribution's typical pattern. a value that is "outside" of the record's typical range (either significantly lower or substantially greater). For instance, both 3 and 85 are "outliers" when the scores are 25, 29, 3, 32, 85, 33, 27, 28, etc. Move away. Look for values that are significantly larger or significantly smaller than all other values to identify outliers. Because it is significantly smaller range than all other values, Value 4 is an outlier. An observation that differs unusually from other values in a population sample taken at random is referred to as an outlier.
Here,
a) The data values should now be sorted from smallest to largest:
22.2 40.4 16.4 73.7 36.6 109.9
b) The sorted data set's median is its middle value. The median is the sixth data value in the sorted data set because there are 11 data values total:
m = 36.6
c) The median of the data values below the median, or at 25% of the data, is in the lower fourth.
The lower fourth is the third data value because there are 5 data values below the median.
d) The data value 6 + 3 = 9 represents the third quartile.
Q{3} 73.7
The difference between the upper and lower fourth makes up the fourth outlier (h):
73.7 - 22.2
51.5
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