The ANOVA (Analysis of Variance) design consists of two factors: Factor A, which represents laundry detergent with 2 levels, and Factor B, which represents temperature with 3 levels. The total number of samples tested is not specified.
ANOVA is a statistical technique used to analyze the differences between group means. In this case, Factor A represents the laundry detergent, which has 2 levels. These levels could be different brands or types of detergent being tested. Factor B represents temperature and has 3 levels, which could represent different temperature conditions under which the laundry is washed.
To conduct an ANOVA, data is collected on the dependent variable (e.g., stain removal effectiveness) for each combination of the levels of the two factors. The total number of samples tested is not provided in the given information, but it would depend on the specific experimental design and sample size determined by the researcher.
The ANOVA analysis would then assess the variation in the dependent variable based on the different levels of the two factors (laundry detergent and temperature). It would determine if there are statistically significant differences between the groups defined by the levels of the factors and provide insights into which factor or interaction between factors is responsible for the observed differences.
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please help will mark brainliest
After diving the polynomials, the quotient and remainder is q(x)=-x^2+1 and r(x)=-1 respectively.
What are polynomials?
The word "polynomial" is derived from the Greek words "poly" and "nominal," which combined translate to "many phrases." There is no limit to the number of terms that can exist in a polynomial.
The polynomials are -
a(x)=-x^4
b(x)=x^2+1
Divide a(x) by b(x).
-x^4/x^2+1 = -x^2+1 with remainder as -1.
The quotient is obtained as q(x)=-x^2+1 and the remainder is r(x)=-1.
The given equation is -
a(x)/b(x)=q(x)+[r(x)/b(x)]
Plugging in all the values -
-x^4/x^2+1=-x^2+1+[-1/x^2+1]
[-x^4/x^2+1]-[-1/x^2+1]=-x^2-1
-x^4+1/x^2+1=-x^2-1
-x^4+1=[-x^2+1][x^2+1]
-x^4+1=(-x)^2[x^2+1]+(1)[x^2+1]
-x^4+1=-x^4-x^2+x^2+1
-x^4+1=-x^4-1
So, LHS=RHS is proved using the equation.
Therefore, the quotient is q(x)=-x^2+1 and the remainder is r(x)=-1.
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How does sample variance influence the estimated standard error and measures of effect size such as r2 and Cohen's d?
A) Larger variance increases both the standard error and measures of effect size.
B) Larger variance increases the standard error but decreases measures of effect size.
C) Larger variance decreases the standard error but increases measures of effect size.
D) Larger variance decreases both the standard error and measures of effect size.
The estimated standard error and measures of effect size such as r2 and Cohen's d larger variance increases the standard error but decreases measures of effect size. B.
Larger variance increases the standard error but decreases measures of effect size.
The standard error is a measure of how much the sample mean is likely to vary from the true population mean.
It is calculated as the standard deviation of the sample divided by the square root of the sample size.
If the sample variance is large, the standard deviation of the sample will also be large, resulting in a larger standard error.
Measures of effect size, such as r2 and Cohen's d, indicate the strength of the relationship between variables or the size of the difference between groups, respectively.
Larger sample variances indicate greater variability in the data, which can make it more difficult to detect significant effects.
This can result in smaller effect sizes, as the magnitude of the effect is reduced relative to the variability in the data.
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A ball is released at the left end of three different tracks. The tracks are bent from equal-length pieces of channel iron.
a. From fastest to slowest, rank the speeds of the balls at the right ends of the tracks.
b. From longest to shortest, rank the tracks in terms of the times for the balls to reach the ends.
c. From greatest to least, rank the tracks in terms of the average speeds of the balls. Or do all the balls have the same average speed on all three tracks?
a. From fastest to slowest, the speeds of the balls at the right ends of the tracks will depend on the curvature of the tracks.
If the tracks are of equal length but have different curvatures, the ball on the track with the least curvature will have the highest speed, followed by the ball on the track with the next least curvature, followed by the ball on the track with the most curvature.
b. From longest to shortest, the tracks in terms of the times for the balls to reach the ends will depend on the curvature of the tracks. If the tracks are of equal length but have different curvatures, the track with the most curvature will have the longest time for the ball to reach the end, followed by the track with the next most curvature, followed by the track with the least curvature.
c. From greatest to least, the tracks in terms of the average speeds of the balls will depend on the curvature of the tracks. If the tracks are of equal length but have different curvatures, the track with the least curvature will have the highest average speed, followed by the track with the next least curvature, followed by the track with the most curvature.
All the balls will have the same average speed on all three tracks if the track lengths are equal, but will have different speeds at the end of each track due to the different curvatures.
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In what interval is the velocity zero in this graph?
O 1.0 to 3.0 hours
O 4.0 to 5.0 hours
O 3.0 to 4.0 hours
O 0.0 to 1.0 hours
The interval in which the velocity is zero in the graph is from 3.0 to 4.0 hours. Therefore, the correct option is C, "3.0 to
4.0 hours."
The velocity of the object is zero if the position of the object does not change with time. If the position of the object
marked on the position-time graph is the same forming a straight line on a graph between a time interval, then the
velocity of the object during that time interval is zero.
The object has zero velocity when it does not displace with time. The velocity of the object is zero when there is no
displacement of the object. The position of the object between two different time intervals remains the same. The
velocity is given by the relation v= (Δx/Δt)= (x 2 -x 1 )/ (t 2 -t 1)
From the graph provided, we see that the velocity is zero in the interval from 3.0 to 4.0 hours.
At this time, the velocity of the object is not changing, hence, it is zero.
Therefore, the correct option is C, "3.0 to 4.0 hours."
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Median Income per Household
Easy
PREVIOUS
NEKT
Amath class at Stevenson High School is studying a neighborhood outside of Chicago by
collecting household incomes. What is the median given the following known household
incomes of (in thousands)?
48,105,55, 68, 48, 78,39
Elimination Tool
А
48
B.
55
C
63
D
68
I need help guys ...
x = a number
Product - the result after multiplication.
5x = 11 is the correct answer.
What annual rate of return is earned on a $14,000 investment when itgrows to $22.000 in five years?O9.76 percent9.56 percentO 9.11 percentO9.46 percent
Answer
9.46%
Step-by-step explanation
Annual rate of return formula
\(\text{ Annual rate of return }=[(\frac{ending\text{ value}}{initial\text{ value}})^{\frac{1}{No\text{ of years}}}-1]\times100\)In this case, the ending value is $22,000, the initial value is $14,000, and the number of years is 5. Substituting these values into the formula:
\(\begin{gathered} \text{ Annual rate of return }={}\lbrack(\frac{22,000}{14,000})^{\frac{1}{5}}-1]\times100 \\ \text{Annual rate of return }=9.46\text{ \%} \end{gathered}\)The total area under a probability distribution equals 1.
A.) True
B.) False
This is true because a probability distribution is a mathematical function that provides the probabilities of occurrence of different possible outcomes in an experiment.
The area under the probability distribution is a measure of the probability of all the possible outcomes. Since the sum of all the probabilities of all the possible outcomes must be 1, the total area under the probability distribution must also be 1. This is because the probability of an event happening is the area under the curve of the probability distribution at that event. Thus, the total area under the probability distribution must always equal 1.
This is true because a probability distribution is a mathematical function that provides the probabilities of occurrence of different possible outcomes in an experiment.
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a couple plans to have 6 children because they want 3 boys and 3 girls. a statistician friend tells them this is not a very good idea as their desired outcome is unlikely. is their friend correct? question 1 options: yes. random events only approach their expected outcome with consistency over many repititions. yes. the probability of each outcome is not known, and you can only use random events to make predictions if the probability of each event is known in advance. no. with 6 children, it is reasonably safe to assume that they will have 3 boys and 3 girls. question 2 (1 point)
The probability of having exactly 3 boys and 3 girls with 6 children is 0.25, according to the binomial probability formula. It is not guaranteed, but there is a reasonable chance of achieving the desired outcome.
To determine the probability of having exactly 3 boys and 3 girls with 6 children, we can use the binomial probability formula
P(X = k) = (n choose k) * \(p^k * (1-p)^{n-k}\)
Where
P(X = k) is the probability of getting exactly k successes (in this case, having exactly 3 boys)
n is the total number of trials (in this case, the number of children)
k is the number of successes (in this case, the desired number of boys)
p is the probability of success in a single trial (in this case, the probability of having a boy, which is 0.5)
Calculating the probability
P(X = 3) = (6 choose 3) * (0.5)³ * (1-0.5)⁶⁻³
P(X = 3) = (6! / (3! * (6-3)!)) * (0.5)³ * (0.5)³
P(X = 3) = (6! / (3! * 3!)) * (0.5)³ * (0.5)³
P(X = 3) = (6 * 5 * 4 / (3 * 2 * 1)) * (0.5)³ * (0.5)³
P(X = 3) = (20) * (0.125) * (0.125)
P(X = 3) = 0.25
So, the probability of having exactly 3 boys and 3 girls with 6 children is 0.25.
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FMECA is a bottom-up (Hardware) or top-down (Functional) approach to risk assessment. It is inductive, or data-driven, linking elements of a failure chain as follows: Effect of Failure, Failure Mode and Causes/ Mechanisms. These elements closely resemble the modern 5 Why technique. Thus answer: To estimate reliability of software, most software prediction models use probability density function to predict, choose one Group of answer choices Mean time between failures Consensus of the team Number of failures observed in each test interval Mean time to failurel
FMECA is a bottom-up hardware approach to risk assessment. It is an inductive, or data-driven, linking elements of a failure chain as follows: Effect of Failure, Failure Mode, and Causes/Mechanisms. To estimate the reliability of software, most software prediction models use the probability density function to predict "Mean Time To Failure."
FMECA is a systematic and structured analytical methodology used to identify potential failures in a system, equipment, process, or product, and to assess the effect and probability of those failures. FMECA stands for Failure Modes, Effects, and Criticality Analysis. FMECA is similar to FMEA (Failure Modes and Effects Analysis) in that it is used to identify failure modes and assess their risk.
However, FMECA goes beyond FMEA by analyzing the criticality of each failure mode. This makes it an effective tool for identifying the most significant failure modes and prioritizing them for corrective action. A Probability Density Function (PDF) is a function that describes the likelihood of a random variable taking on a particular value.
PDF is used in software prediction models to estimate the reliability of software by predicting "Mean Time To Failure" (MTTF). MTTF is the average time between failures of a system, equipment, process, or product.
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Yolanda is making a springboard to use for gymnastics. She has 8-inch-tall springs and wants to form a 16.5° angle with the base, as modeled in the diagram below.X8 in16.5To the nearest tenth of an inch, what will be the length of the springboard, x?(1) 2.3(2) 8,3(3) 27,0(4) 28,2
The length of the springboard, x is 28.2. The correct option is (4).
We can say that the length of the springboard (x) is the hypotenuse of a right triangle, where the opposite side is the height of the spring (8 inches) and the angle opposite the height is 16.5 degrees.
Using trigonometry, we can write:
sin(16.5) = 8 / x
Multiplying both sides by x, we get:
x * sin(16.5) = 8
Dividing both sides by sin(16.5), we get:
x = 8 / sin(16.5)
Using a calculator, we can evaluate this expression to the nearest tenth of an inch as:
x ≈ 28.2
Therefore, the length of the springboard to the nearest tenth of an inch is approximately 28.2 inches. The answer is option (4).
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19. evaluate the following, and express your answer in rectangular form: (a) 3(3/30°); (b) 2/25° 5/−10° (c) (12 j90)−5/30° (d) 2/60° 1.
The given expressions can be evaluated by using the formula for converting polar coordinates to rectangular coordinates. The formula is:
x = r*cos(θ)
y = r*sin(θ)
Where r is the magnitude and θ is the angle.
(a) 3(3/30°)
x = 3*cos(30°) = 3*(√3/2) = 3√3/2
y = 3*sin(30°) = 3*(1/2) = 3/2
Answer: (3√3/2, 3/2)
(b) 2/25° 5/−10°
x = 2*cos(25°) + 5*cos(-10°) = 2*(0.906) + 5*(0.985) = 6.299
y = 2*sin(25°) + 5*sin(-10°) = 2*(0.423) + 5*(-0.174) = 0.474
Answer: (6.299, 0.474)
(c) (12 j90)−5/30°
x = 12*cos(90°) - 5*cos(30°) = 12*(0) - 5*(√3/2) = -5√3/2
y = 12*sin(90°) - 5*sin(30°) = 12*(1) - 5*(1/2) = 9.5
Answer: (-5√3/2, 9.5)
(d) 2/60° 1
x = 2*cos(60°) + 1*cos(0°) = 2*(1/2) + 1*(1) = 2
y = 2*sin(60°) + 1*sin(0°) = 2*(√3/2) + 1*(0) = √3
Answer: (2, √3)
Therefore, the answers in rectangular form are:
(a) (3√3/2, 3/2)
(b) (6.299, 0.474)
(c) (-5√3/2, 9.5)
(d) (2, √3)
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Find the number of all the 2-digit numbers satisfying the
following congruences x = 3(mod7), x = 2(mod5).
OLEASE HELP
Use the Chinese remainder theorem.
Start with x = 3×5 + 2×7 = 15 + 14 = 29. Now,
• 29 ≡ 15 ≡ 1 (mod7)
• 29 ≡ 14 ≡ 4 (mod5)
Adjust for this by multiplying the first term in x by 3, and the second term by 3 (because 4×3 ≡ 12 ≡ 2 (mod5)).
So now x = 3×5×3 + 2×7×3 = 45 + 42 = 87, and
• 87 ≡ 45 ≡ 3 (mod7)
• 87 ≡ 42 ≡ 2 (mod5)
The CRT then says that x ≡ 87 (mod(7×5)) ≡ 87 (mod35), which is to say any number x = 87 + 35n satisfies both congruences (where n is any integer).
So there are 3 possible 2-digit numbers that work: {17, 52, 87}.
To confirm:
• 17 ≡ 15 + 2 ≡ 2 (mod5) and 17 ≡ 14 + 3 ≡ 3 (mod7)
• 52 ≡ 50 + 2 ≡ 2 (mod5) and 52 ≡ 49 + 3 ≡ 3 (mod7)
• 87 ≡ 85 + 2 ≡ 2 (mod5) and 87 ≡ 84 + 3 ≡ 3 (mod7)
two crocodiles together can finish their snack in 40 seconds. one of the crocodiles can finish the snack in 60 seconds. how long will it take the second crocodile to finish the same snack
Answer:
it will take the second crocodile 60 seconds
The time it will take the second crocodile to finish it's snack is; 120 s
What is the rate of finishing work?
Let x represent the rate of the first crocodile and let y represent the rate of the second crocodile.
The two crocodiles working together can finish a snack in 40 seconds. Thus;
(1/x + 1/y)40 = 1
It takes one of the crocodiles 60 seconds to finish it's snack. Thus;
(1/x + 1/60)40 = 1
40/x + 2/3 = 1
x = 120 seconds
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What is the value of test_val after the following code is executed? a = 12 test_val = 6 if a * 2 == test_val: a = a 7 else: test_val = 2 * a test_val = a 1
The value of test_val after the following code is executed is: 13.
What is Python?Python can be defined as a high-level programming language that is designed and developed to build websites and software applications, especially through the use of dynamic commands (codes or semantics) and data structures.
What is a variable?A variable can be defined as a specific name which refers to a location in computer memory and it is typically used for storing a value such as an integer or string.
Based on the given Python code, we have:
if a * 2 == test_val:
if 12 * 2 ≠ 6:
Therefore, we have:
test_ val = a + 1
test_ val = 12 + 1
test_ val = 13.
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There are 42 runners in a race. How many different ways can the runners finish first, second, and third?
Answer:
There are 68,640 different ways the runners can finish first, second, and third in the race.
Concept of Permutations
The number of different ways the runners can finish first, second, and third in a race can be calculated using the concept of permutations.
Brief Overview
Since there are 42 runners competing for the top three positions, we have 42 choices for the first-place finisher. Once the first-place finisher is determined, there are 41 remaining runners to choose from for the second-place finisher. Similarly, once the first two positions are determined, there are 40 runners left to choose from for the third-place finisher.
Calculations
To calculate the total number of different ways, we multiply the number of choices for each position:
42 choices for the first-place finisher × 41 choices for the second-place finisher × 40 choices for the third-place finisher = 68,640 different ways.
Concluding Sentence
Therefore, there are 68,640 different ways the runners can finish first, second, and third in the race.
Solve for x.
Please help
Answer:
11
Step-by-step explanation:
59*2= 118
118+75= 193
360-193=167
167+20=187
187/17 = 11
If we had the equation x+4=14, what would we do to get x by itself
Answer:
Subtract 4 from both sides
Step-by-step explanation:
x+4=14
-4 -4
x=10
Answer:
substract 4 from both sides of the equation
Step-by-step explanation:
so we have x + 4 = 14
how can we get x?
We can get x by simply substracting 4 from both sides:
x + 4 = 14 => x = 10
and now we can tell, that the x is 10, easy right?
Which scatterplot has a correlation coefficient closest to r = –1?
Answer: A scatterplot with a correlation coefficient closest to r = –1 would have a strong negative linear relationship between the two variables. In other words, as one variable increases, the other variable decreases in a nearly straight line.
Visually, this would appear as a tightly clustered set of points that slope downwards from left to right, with little to no scatter or deviation from the line of best fit.
The scatterplot would show a clear and strong negative correlation, with most if not all of the points falling close to the line of best fit. The further the points are from the line, the weaker the correlation.
So, the scatterplot that has a correlation coefficient closest to r = –1 would be the one that shows a strong negative linear relationship between the two variables with little to no scatter or deviation from the line of best fit.
Step-by-step explanation: :)
minimize f(x) = |x+3| + x^3 S.t. x sum [-2, 6]
Minimization of f(x) = |x+3| + x^3 at the endpoints (-2 and 6) the minimum value of the function is approximately 3.84, which occurs at x= \sqrt{1/3}
within the given interval.
To minimize the function subject to the constraint f(x) = |x+3| + x^3 that x lies in the interval [-2, 6], we need to find the value of x that minimizes f(x) within that interval.
First, let's analyze the function f(x). The absolute value term |x+3| can be rewritten as:
|x+3| =
x+3 if x+3 >= 0
-(x+3) if x+3 < 0
Since the interval [-2, 6] includes both positive and negative values of x+3, we need to consider both cases.
Case 1: x+3 >= 0
In this case, f(x) = (x+3) + x^3 = 2x + x^3 + 3
Case 2: x+3 < 0
In this case, f(x) = -(x+3) + x^3 = -2x + x^3 - 3
Now, we can find the minimum of f(x) within the given interval by evaluating the function at the endpoints (-2 and 6) and at any critical points within the interval.
Calculating the values of f(x) at x = -2, 6, and the critical points, we can determine the minimum value of f(x) and the corresponding value of x.
Since the equation involves both absolute value and a cubic term, it is not possible to find a closed-form solution or an exact minimum value without numerical methods or approximation techniques.
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Travertine at the Getty: Over 1.2 million square feet of travertine stone from Italy was used to construct the Getty Museum. It was mined in large slabs that measured 6 meters high, 12 meters wide, and 2 meters deep. Find the surface area of one of these slabs.
The surface area of a "box" (or slab) is simply the area (length x width).
We have two faces whose dimensions are 12 by 2; two faces whose dimensions are 6 by 2; and two faces whose dimensions are 12 by 6. Therefore:
\(\begin{gathered} A1=12\times2\times2=48 \\ A2=6\times2\times2=24 \\ A3=12\times6\times2=144 \end{gathered}\)So, the surface area of one of these slabs is:
\(A=48+24+144=216\)Answer: 216 square meters
need help please its a missing assignment and i need to turn it in at midnight
C=pi*d
Where pi is 3.14 and d is the diameter, in this case is 14ft. Find the circumference
\(\begin{gathered} C=\pi\cdot d \\ C=3.14\cdot14ft \\ C=43.96ft \end{gathered}\)the niagara falls incline railway has an angle of elevation of 30° and a total length of 196 feet. how many feet does the niagara falls incline railway rise vertically? ..... feet
The Niagara Falls incline railway rises vertically by approximately 98 feet.
The angle of elevation of 30° indicates the angle between the incline railway and the horizontal ground. The total length of the incline railway is given as 196 feet.
To find the vertical rise, we can use trigonometry. The vertical rise can be determined by calculating the sine of the angle of elevation and multiplying it by the total length of the incline railway:
Vertical rise = Total length × sine(angle of elevation)
Vertical rise = 196 ft × sin(30°)
Vertical rise ≈ 196 ft × 0.5
Vertical rise ≈ 98 ft
Therefore, the Niagara Falls incline railway rises vertically by approximately 98 feet.
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Solve this system using ANY method. 3x + 6y = 04x = 2y-10
To solve this question, let's choose the substitution method. So, you can follow the steps to find x and y.
Step 1: Isolate x in the first equation.
To isolate x:
First, subtract 6y from each side of the equation.
Second, divide both sides by 3.
\(\begin{gathered} 3x+6y=0 \\ 3x+6y-6y=0-6y \\ 3x=-6y \\ \frac{3x}{3}=\frac{-6y}{3} \\ x=-2y \end{gathered}\)Step 2: Substitute x by -2y in the second equation.
\(\begin{gathered} 4x=2y-10 \\ 4\cdot(-2y)=2y-10 \\ -8y=2y-10 \end{gathered}\)Step 3: Isolate y in the equation found in step 2.
To isolate y:
First, subtract 2y from both sides of the equation.
Second, divide both sides by -10.
\(\begin{gathered} -8y=2y-10 \\ -8y-2y=2y-10-2y \\ -10y=-10 \\ \frac{-10y}{-10}=\frac{-10}{-10} \\ y=1 \end{gathered}\)Step 4: Find x by using the relation found in step 1.
Use the equation found in step 1 and substitute y by 1.
\(\begin{gathered} x=-2y \\ x=-2\cdot(1) \\ x=-2 \end{gathered}\)Answer:
x = -2 and y = 1
or
(-2, 1)
Felipe is ordering new carpet for his bedroom floor. (The floor is represented in the picture below as rectangle JKLM). He knows the base edge, ML, measures 18 ft. And the distance of diagonal KM measures 25 ft. What is the area of Felipe’s bedroom floor? Show all work and round your answer to the nearest tenth.
will mark brainlist
Answer: 312.3 square feet
Step-by-step explanation:
The area of Felipe’s bedroom floor is 312.3 square ft.
What is Pythagoras theorem:If we have a right-angled triangle then we can write the following equation,
(Hypotenuse)² = (Base)² + (Height)²
Properties of a rectangle:In the given figure attached below the properties are as follows:
ML = JKKL = JMarea = (Base × Width) = KL × MLIn the given question and in the figure attached below the given values are:
ML = 18 ft.KM = 25 ft.By applying Pythagoras theorem in ΔKML we get,
(KM)² = (KL)² + (ML)²
Putting all the values in the above equation,
(25)² = (KL)² + (18)²
By rearranging,
(KL)² = (25)² - (18)²
Applying the formula, a² - b² = (a + b)(a - b) we get,
(KL)² = (25 + 18)(25 - 18)
(KL)² = 43 × 7
KL = √301 ft.
Now the area is,
area = KL × ML
= (√301 × 18) square ft.
= 312.3 square ft.
Therefore, the area of Felipe’s bedroom floor is 312.3 square ft.
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A lake is 85 feet across using scale 1 inch :4 feet how many inches
Answer:
85÷4=21.25 is the anwer
What equation matches this graph?
TI
y = 2x + 2
y = 3/2x + 2
y = 1/2x + 2
y = 2/3x + 2
Answer:
y = 1/2x+2
Step-by-step explanation:
first find x intercepts : to find x intercept put 0 in y
1/2x+2 = 0
1/2x= -2
x = -4 the graph shows x intercept at 4
next find y intercept : to find y intercept put 0 into x
=1/2*0+2
=2
the graph shows y crosses at 2.
Answer:
y = 1/2x+2
Building a campfire you start by stacking kindling wood to form a pentagonal pyramid that is 27 centimeters tall. the base area is 965 square centimeters. what is the volume of the campfire pyramid
The volume of the campfire pyramid is approximately 8,175 cubic centimeters. This is found by using the formula for the volume of a pyramid and plugging in the given values for the height and base area of the pentagonal pyramid.
The formula for the volume of a pyramid is
V = (1/3) * base_area * height
where V is the volume, base_area is the area of the base, and height is the height of the pyramid.
In this case, the height of the pyramid is given as 27 cm, and the base area is given as 965 square cm. To find the volume, we can plug these values into the formula
V = (1/3) * 965 cm² * 27 cm
V = 8,175 cm³
Therefore, the volume of the campfire pyramid is 8,175 cubic centimeters.
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students wanted to see whether chewing gum would help people memorize words from a given list of 25 words compared to trying to memorize words when not chewing gum. suppose you had 20 subjects participating in this study. describe how you would conduct this study with a paired design with repeated measures.
Matching design study , would conduct this study with a paired design with repeated measures . It helps to see that a chewing gum would help people memorize words or not.
Using a matching design, you will divide the subjects into 2 groups. Randomly selected 10 subjects from 20 subjects will be grouped in Each group .Then you will give all 10 participants one group a chewing gum. To conduct the study using an independent sample design, her one group of students was asked to remember words while chewing gum,and the other group of students was asked to remember words while chewing gum and other group will be asked to memorize words when not chewing the gum. This makes the study an independent samples design because in this way the samples are not paired with each other. Paired with repeated measures is more appropriate for this study because in the case of independent samples design the difference in memorization could not just be because of chewing gum but could be because of the memorization skill of the student. This variation is known as between subject variance.
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in a regression model, if variance of the dependent variable, y, conditional on an explanatory variable, x, or var(y|x), is not constant, .
The t statistics and the confidence intervals are both invalid no matter how large sample size is in a regression model if variance of dependent variable Y, conditional on an explanatory variable x , or Var(y|x) is not constant.
Regression is a statistical technique that relates independent variable to one or more independent variables
It shows Whether changes observed in the dependent variable are associated with the changes in one more more of the explanatory variables .
The 2 basic type of regressions are
Simple linear regression Multi linear regressionIf in a regression model, a variance of dependent variable Y ,conditional on an dependent variable x is not constant then the t statistics and the confidence intervals both are not valid regardless of sample size
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