For each of the following examples, imagine that some researcher has found the reported pattern of covariation between X and Y. Can you think of a variable Z that might make the relationship between X and Y spurious?
(a) The more firefighters (X) that go to a house fire, the greater property dam- age that occurs (Y).
(b) The more money spent by an incumbent member of Congress’s campaign (X), the lower their percentage of vote (Y).
(c) Increased consumption of coffee (X) reduces the risk of depression among women (Y).
(d) The higher the salaries of Presbyterian ministers (X), the higher the price of rum in Havana, Cuba (Y).

Answers

Answer 1

(a) The presence of a confounding variable Z, such as the severity of the fire, could make the relationship between the number of firefighters (X) and property damage (Y) spurious.

(b) The presence of a confounding variable Z, such as the popularity of the incumbent member or the characteristics of the constituency, could make the relationship between campaign spending (X) and percentage of vote (Y) spurious.

(c) The presence of a confounding variable Z, such as the overall lifestyle or socioeconomic status of the women, could make the relationship between coffee consumption (X) and the risk of depression (Y) spurious.

(d) The presence of a confounding variable Z, such as the overall economic conditions or demand for rum in Havana, could make the relationship between Presbyterian ministers' salaries (X) and the price of rum (Y) spurious.

In each of the given examples, the reported pattern of covariation between X and Y may be influenced by a confounding variable Z. A confounding variable is a variable that is related to both the independent variable (X) and the dependent variable (Y), which can lead to a spurious relationship between X and Y.

The presence of a confounding variable can create the illusion of a direct relationship between X and Y when, in reality, the observed relationship is due to the influence of Z.

For example, in the case of firefighters and property damage, the severity of the fire (Z) could be the underlying factor driving both the number of firefighters and the extent of property damage.

Similarly, in the case of campaign spending and percentage of vote, factors such as the popularity of the incumbent member or the characteristics of the constituency (Z) could be influencing both variables.

In the case of coffee consumption and the risk of depression, other lifestyle or socioeconomic factors (Z) may be responsible for the observed relationship rather than coffee itself. And in the case of Presbyterian ministers' salaries and the price of rum, economic conditions or demand for rum (Z) in Havana could be driving both variables.

Identifying and controlling for confounding variables is crucial in research to ensure accurate interpretations of the relationship between X and Y. It allows researchers to isolate the true causal relationship between the variables of interest.

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Related Questions

Question 4 (1 point ) Tell whether the sequence is arithmetic. If it is, what is the common difference? 2,7,13,20,dots
a yes; 5
b yes; 6 c yes; 2 d no

Answers

The sequence is arithmetic. The common difference is 6. Answer: b

If a sequence is arithmetic, there exists a common difference d that is added to each term to get the next term. For instance, given the sequence 2, 5, 8, 11, 14, ...  to get each of the subsequent terms, we add 3. 2 + 3 = 5; 5 + 3 = 8, and so on.

The given sequence is 2,7,13,20, ...To determine whether it is an arithmetic sequence, we need to find the common difference d.

Subtract each subsequent term from its preceding term;7 - 2 = 513 - 7 = 620 - 13 = 7

Therefore, the common difference d is 6.

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Can someone plz help

Answers

Answer:

5/9

Step-by-step explanation:

Answer:

[tex]\frac{16}{21}[/tex]

Step-by-step explanation:

3/4 of an hour = 3/4 of 60 = 45Set up a proportion: [tex]\frac{\frac{4}{7} }{45} = \frac{x}{60}[/tex]  Cross multiply, then divide: 60 × 4/7 = 240/7, 240/7 ÷ 45 = 16/21

I hope this helps!

What is dy if y=√(1 – x³)? Select one: A. 3(1-x²)² B. 3/ x² (1-³) 3 C. √(1-x²) 3 T² 2 /(1-2¹) D. None of the answers is correct.

Answers

Given function:y = √(1 – x³)We need to find dy/dx.As per the chain rule of differentiation, if y = f(u) and u = g(x), then the derivative of y with respect to x is given by dy/dx = dy/du * du/dx.

Now, let u = 1 – x³. Then, y = √u ⇒ y = u^(1/2).

dy/dx = dy/du * du/dxdy/du = 1/(2√u) = 1/(2√(1 – x³))du/dx = -3x²Therefore, dy/dx = dy/du * du/dx = 1/(2√(1 – x³)) * (-3x²) = (-3x²)/(2√(1 – x³)).

Therefore,  (A) 3(1 - x²)².Option (A) is the correct answer.

The given function is y = √(1 – x³) and we need to find dy/dx. As per the chain rule of differentiation, if y = f(u) and u = g(x), then the derivative of y with respect to x is given by dy/dx = dy/du * du/dx.

Let u = 1 – x³. Then, y = √u ⇒ y = u^(1/2).

We need to find dy/dx.dy/dx = dy/du * du/dxdy/du = 1/(2√u) = 1/(2√(1 – x³))du/dx = -3x².

Therefore, dy/dx = dy/du * du/dx = 1/(2√(1 – x³)) * (-3x²) = (-3x²)/(2√(1 – x³)).

Thus, dy/dx = (-3x²)/(2√(1 – x³)).Therefore, the correct option is (A) 3(1 - x²)².  

The derivative of the given function y = √(1 – x³) with respect to x is (-3x²)/(2√(1 – x³)) and the correct option is (A) 3(1 - x²)².

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Which of these is a simplified form of the equation 7y+8=9+3y+2y?
A. 7y=6
B. 2y=1
C. 12y=17
D. 5y=17

Answers

The answer to this equation when simplified is C.

Jenelle draws one card from standard deck of 52 cards Determine the probability of drawing either ten or two? Write your answer as reduced fraction Answer Determine the probability of drawing elther ten or a heart? Wrlte your answer 35 reduced fractlon: Answer

Answers

When we draw a card from a standard deck of 52 cards, the total number of possible outcomes is 52 cards. This means that there are 52 equally likely outcomes.Now, we need to find the probability of drawing either a ten or a two.

There are four tens (10 of hearts, 10 of diamonds, 10 of clubs, 10 of spades) and four twos (2 of hearts, 2 of diamonds, 2 of clubs, 2 of spades) in a deck of 52 cards.Therefore, the number of favorable outcomes is 4 (four tens and four twos).So, the probability of drawing either a ten or a two can be found as follows:P(event) = number of favorable outcomes/total number of outcomesP(drawing a ten or a two) = 4/52 = 1/13This is the required probability.Now, we need to find the probability of drawing either a ten or a heart.

There are four tens (10 of hearts, 10 of diamonds, 10 of clubs, 10 of spades) and 13 hearts (including 10 of hearts) in a deck of 52 cards.Therefore, the number of favorable outcomes is 4 + 13 - 1 (10 of hearts was counted twice) = 16.So, the probability of drawing either a ten or a heart can be found as follows:P(event) = number of favorable outcomes/total number of outcomesP(drawing a ten or a heart) = 16/52 = 4/13This is the required probability.

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Solution of
3/20+1/25-11/60=

Answers

Answer:0.06

Step-by-step explanation:

Answer:

0.006

Step-by-step explanation:

3/20 = 0.15 + 1/25 = 0.19 - 11/60

= 0.00666666

1. Shannon traveled 608 miles in 8 hours.How far did she travel in 1 hour?
78 mph
77 mph
O 87 mph
76 mph

Answers

Answer:

the answer is 76 mph

Step-by-step explanation:

Answer:

76 Mph

Step-by-step explanation:

Divide 608 by 8 to get 76.

After you get 76 from dividing you can then check your answer by multiplying 76 by 8 to get 608.

Thus 76 is the answer.

Hope this helps and have a great day.

a rectangular picture is 6 centimeters longer than it is wide. a frame 1 centimeter wide is placed around the picture.

Answers

The dimensions of the framed picture would be "x + 2" centimeters for the width and "x + 8" centimeters for the length, where "x" represents the width of the original rectangular picture.

To determine the dimensions of the framed picture, we can use the information. Let's assume the width of the picture is "x" centimeters.

Since the rectangular picture is 6 centimeters longer than it is wide, the length of the picture would be "x + 6" centimeters.

When a frame 1 centimeter wide is placed around the picture, it adds 1 centimeter to each side of the picture.

Therefore, the width of the framed picture would be "x + 2" centimeters (2 additional centimeters for the frame on both sides) and the length would be "x + 6 + 2" centimeters (2 additional centimeters for the frame on both sides).

In simplified form, the dimensions of the framed picture would be width: "x + 2" centimeters and length: "x + 8" centimeters.

The complete question is "'A rectangular picture is 6 cm longer than it is wide. A frame 1 cm wide is placed around the picture. Write a polynomial that represents the area of the frame?"

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Find the value of a^3+8b^3if a+2b=10 and ab=15

Answers

The values of[tex]a^3 + 8b^3[/tex]are 280 when b = 3 and 125 when b = 5/2.

To find the value of [tex]a^3 + 8b^3[/tex], we can use the given information about a and b. Let's proceed step by step:

1. We are given that a + 2b = 10. We can rearrange this equation to express a in terms of b: a = 10 - 2b.

2. We are also given that ab = 15. Substituting the expression for a from the previous step into this equation, we get (10 - 2b)b = 15.

3. Expanding the equation, we have [tex]10b - 2b^2 = 15.[/tex]

4. Rearranging the equation, we get[tex]2b^2 - 10b + 15 = 0.[/tex]

5. This is a quadratic equation in terms of b. We can solve it using factoring, completing the square, or the quadratic formula. In this case, we can factor the equation as (b - 3)(2b - 5) = 0.

6. From the factored equation, we find two possible values for b: b = 3 or b = 5/2.

7. To find the corresponding values of a, we substitute these values of b into the expression a = 10 - 2b. We find a = 4 when b = 3, and a = 0 when b = 5/2.

8. Now, we can calculate the value of [tex]a^3 + 8b^3[/tex] using the values of a and b we found. For the case when b = 3, we have [tex]a^3 + 8b^3 = 4^3 + 8(3)^3[/tex] = 64 + 216 = 280. For the case when b = 5/2, we have[tex]a^3 + 8b^3 = 0^3 + 8(5/2)^3 = 0 + 8(125/8) = 125.[/tex]

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What do the differences between the points (as shown on the graph) represent?

Answers

Answer:

They represent the rise and run of the graph.

Step-by-step explanation:

The difference between the x-axis of the points represents the "run" of the graph (or how much you should run along x-axis to get to the next point.)

The difference between the y-axis of of the points represents the "rise" of the graph (or how much you should rise up the y-xis to get to the next point).

The ratio of rise to run is the slope of the graph, which tells us  how many steps should we take on the y-axis for every step we move forward on the x-axis.

Please help solve ive been on this question for hours

Answers

Answer:

Joseph pays £133.20

Step-by-step explanation:

740 - 296 = 444

30% of 444 = 133.20

Therefore he pays £133.20

if you invest 550.00 at a 4 percent interest rate what would be the intrest

Answers

It would be $22 dollars

Sofia made $27 cooking hot dogs. This is $13 less than twice the amount Elana made. How much money did Elana make?

Answers

Answer:

28 dollars

Step-by-step explanation:

27 minus 13 equals 14. Which is the first part of the answer.Then 14 'twice' is times 2. So 14 x 2 is 28. Elana made 28 dollars

Answer:

$80

Step-by-step explanation:

27 + 13 = 40

40*2=80

Which number line represents the solution to 5x < 30?

Answers

Answer:

x<6

Step-by-step explanation:

5x < 30 divide by 5

x=6

Answer:

Step-by-step explanation:

21

You are now a Bird Whisperer. Draw a picture of where the bird landed after we solved this problem? Make sure the bird is facing the correct direction. -4+-3 .

20 pts and brainliest tysm please hurry

Answers

Answer Maybe: I got -7. Did it on the calculator. :)

The equation
(k + 3) x^2+ 6x + k = 5, where k is a constant,
has two distinct real solutions for x.
Show that k satisfies
k^2– 2k – 24 < 0

Answers

Answer:

Get an answer for 'The equation(k+3)x^2+6x+k = 5, where k is a constant, has two distinct real solutions for x.Show that k satisfies k^2-2k-24<0' and find ...Step-by-step explanation:

A sports store sells a total of 70 soccer balls in one month, and collects a total of $2,400. A limited Edition soccer ball is $65 and a Pro NSL soccer ball is $15.Write and solve a system of equations to determine how many of each type of soccer balls were sold.

Answers

The system of equations is:x + y = 70......(1)where x is the number of limited edition soccer balls and y is the number of Pro NSL soccer balls.

65x + 15y = 2400......(2)where 65 is the price of one limited edition soccer ball and 15 is the price of one Pro NSL soccer ball.By solving the system of equations above, we get:x + y = 70......(1)65x + 15y = 2400......(2)Solving equation (1) for x, we get:x = 70 - y.Substitute the value of x in equation (2) and solve for y:

65(70 - y) + 15y = 24004550 - 65y + 15y = 2400-50y = -3150y = 63

Substitute the value of y in equation (1) and solve for x:x + y = 70x + 63 = 70x = 7.Therefore, 7 limited edition soccer balls were sold and 63 Pro NSL soccer balls were sold. The given problem requires us to find the number of limited edition soccer balls and Pro NSL soccer balls sold in a sports store that sold a total of 70 soccer balls in one month and collected $2400. We are given that a limited edition soccer ball costs $65 and a Pro NSL soccer ball costs $15. We need to solve a system of equations to find the solution.Therefore, let x be the number of limited edition soccer balls and y be the number of Pro NSL soccer balls. The first equation is:x + y = 70We know that the total number of soccer balls sold is 70. Hence, the sum of limited edition and Pro NSL soccer balls will be 70. The second equation is:65x + 15y = 2400We know that the total revenue collected is $2400. Hence, the total revenue earned from limited edition soccer balls will be $65x and the total revenue earned from Pro NSL soccer balls will be 15y. Therefore, the sum of revenue earned from limited edition soccer balls and Pro NSL soccer balls will be 65x + 15y. By solving these equations, we can get the solution.Therefore, by solving the equations, we get 7 limited edition soccer balls and 63 Pro NSL soccer balls were sold in the store.

Hence, the store sold 7 limited edition soccer balls and 63 Pro NSL soccer balls.

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2. What does it mean if P(-4) for the polynomial function P(x) = x3 + 11x²+34x + 24 equals zero?

Answers

the factors of P(x) are:(x + 4)(x - 6)(x + 3)

If P(-4) for the polynomial function P(x) = x³ + 11x² + 34x + 24 equals zero, then it means that x + 4 is a factor of the polynomial function.

Let's substitute -4 for x in the polynomial function, then we'll have:

P(-4) = (-4)³ + 11(-4)² + 34(-4) + 24P(-4) = -64 + 176 - 136 + 24P(-4) = 0If P(-4) is zero, then the polynomial has a factor of x + 4.

We can find out the other factor by dividing the polynomial by x + 4:x³ + 11x² + 34x + 24 ÷ (x + 4) = x² + 7x + 6(x + 4) + (-10x - 24)x² + 7x + 6 + (-10x - 24) = x² - 3x - 18

We can now factor this quadratic polynomial: x² - 3x - 18 = (x - 6)(x + 3)

Therefore, the factors of P(x) are:(x + 4)(x - 6)(x + 3)

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-
What is the absolute value of -6? Use the number line to help answer the question.
2
6
S
4
3
2
1
6
7

Answers


Explanation: The absolute value is defined as the distance from a number to 0 , and so it is always positive. So, the absolute value of −6 will be the distance from −6 to 0 on the number line, and it is 6 .

Answer:

Hi guys! Its 6, I took the quiz and I was sure to check after!!

Step-by-step explanation:


Simplify the expression 6/n + 2/n+1

Answers

I think it’s 8/n +1
Since 6/n and 2/n share a common denominator and the one stays the same because it doesn’t have a variable

Answer:

D. 8n+6/n(n+1)

Step-by-step explanation:

EDGE

Help please thanks! Keidbekdnsjsjsjsjsjs

Answers

Answer: where is the figure tot he right???

Step-by-step explanation:

Identify the constant of proportionality in the equation: p = 1.3m

Answers

Answer:

La semana pasada, Chen compró galones de gasolina a por galón. Esta semana, compró  galones de gasolina a  dólares el galón.

Step-by-step explanation:

1.3, because 1.3 cannot change.

Lily is buying candy for party favors. She needs 1.5 pounds of chocolates, 0.75 pounds of mints, and 15 lollipops. What is the total cost for the candy? A. $5.84 B. $8.82 C. $15.30 D. $18.27 Candy Cost mints $0.96 per pound chocolates $4.70 per pound lollipops $0.07 each

Answers

Answer:

The answer is B. $8.82

Step-by-step explanation:

given data

mints $0.96 per pound

chocolates $4.70 per pound

lollipops $0.07 each

cost of each items based on the amount item

mints $0.96*0.75= 0.72

chocolates $4.70*1.5=7.05

lollipops $0.07*15=1.05

total cost= 0.72+7.05+1.05

total cost=$8.82

Answer:

The answer is 8.82

Step-by-step explanation:

Pete has a 15-foot ladder. The safety instructions recommend he should have the base of the ladder 6 feet from the base of the wall he will lean the ladder against. How high will the ladder
reach on the wall?

Round to the nearest tenth
GET BRAINLYY IF CORRECT

Answers

Answer:

13.7

Step-by-step explanation:

A{2} + B{2} =C{2} \\

6{2} +B{2} =15{2} \\

6x6+B(2) =15x15\\

36+B(2)=225\\

            -36\\

            \sqrt{189} =13.7

Question 7 of 10
What is the value of n?
1131-
160"
A. 690
B. 29°
C. 20°
D. 49°

Answers

B.......................

What is x equal
need help now

Answers

Answer:

79 degrees

Step-by-step explanation:

x and the angle that measures 79 degrees are alternate interior angles, which makes them the same measure.

Alternate interior angles are both on the inner sides of the parallel lines but on opposite sides of the transversal, which is the diagonal line crossing m and n. Another way you can identify these angles is by noticing the "Z" shape that they make.

I hope this helps! Please comment if you have any questions.

can someone answer please? i will give brain-list

Answers

Answer:

x=5

Step-by-step explanation:

9x=4x+25

-4x  -4x

5x=25

x=5

120% of it is 24. What is the number

Answers

Answer:

20

Step-by-step explanation:

1.2x = 24

x = 20

Answer:

20

Step-by-step explanation:

1.2x = 24

x = 20

Step-by-step explanation:

If 5(y -2) – 3(y+ 4)=0, then

Answers

Answer:

By solving the question y =11

Answer:

y=11

Step-by-step explanation:

You hit a golf ball into the air from a height of inches above the ground, with an initial velocity of 85 ft/s. The function is h= -16t^2+85t+1/12, models the height, in feet, of the ball at time ¨t¨, in seconds. Will the ball ever reach a height of 125 ft?

Answers

Answer:

The ball will not get up to 125 ft

Step-by-step explanation:

The initial velocity of the golf ball = 85 ft/s

The function for the height, h, in feet, of the golf ball is h = -16·t² + 85·t + 1/12

Where;

t = The time in seconds of flight of the golf ball

We have at maximum height, dh/dt = 0, which gives;

dh/dt = d(-16·t² + 85·t + 1/12)/dt = 0

-32·t + 85 = 0

t = 85/32

Given that d²h/dt² = d(-32·t + 85)/dt = -32 which is negative, the obtained point, t = 85/32, above is a maximum point

Substituting the value of t at the maximum into the function for the height h, to obtain the value for the maximum height, we have;

h[tex]_{(max)}[/tex] = h(85/32) = -16 × (85/32)² + 85× (85/32) + 1/12  ≈ 112.974

The maximum height reached = h[tex]_{(max)}[/tex] = 112.974 ft.

The maximum height reached ≈ 112.974 ft

Therefore, the ball will not get up to 125 ft.

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