a comparison of parametric propensity score-based methods for causal inference with multiple treatments and a binary outcome

Answers

Answer 1

Researchers should carefully consider the limitations and assumptions of each method when selecting an appropriate approach for causal inference with multiple treatments and a binary outcome.

There are several parametric propensity score-based methods for causal inference with multiple treatments and a binary outcome. Some commonly used methods include multinomial logistic regression, multinomial probit regression, and multinomial logit models.

In multinomial logistic regression, the outcome variable is assumed to follow a multinomial distribution, and the relationship between the treatments and outcome is modeled using a logit function.

Multinomial probit regression assumes that the outcome variable follows a multinomial distribution, and the relationship between the treatments and outcome is modeled using a probit function.

Multinomial logit models are a generalization of binary logit models and can handle multiple treatments and a binary outcome.

The relationship between the treatments and outcome is modeled using a logit function. These methods aim to estimate the causal effect of multiple treatments on a binary outcome by controlling for confounding variables through the propensity score.

The propensity score represents the probability of receiving each treatment given a set of covariates.

Overall, the choice of method depends on the specific research question and the assumptions underlying each method.

Researchers should carefully consider the limitations and assumptions of each method when selecting an appropriate approach for causal inference with multiple treatments and a binary outcome.

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Related Questions

Find a general solution for y′′−4y′+4y=0;y(0)=2,y′(0)=4.

Answers

The general solution for the differential equation y′′−4y′+4y=0, with initial conditions y(0)=2 and y′(0)=4, is y(x) = (2 + 2x)e^(2x).

To find the general solution of the given differential equation, we can assume that y(x) can be expressed as a power series, y(x) = Σ(a_nx^n), where a_n are constants to be determined. Differentiating y(x), we get y′(x) = Σ(na_nx^(n-1)) and y′′(x) = Σ(n(n-1)a_nx^(n-2)). Substituting these expressions into the differential equation, we obtain the power series Σ(n(n-1)a_nx^(n-2)) - 4Σ(na_nx^(n-1)) + 4Σ(a_nx^n) = 0. Simplifying the equation and setting the coefficients of each power of x to zero, we find that a_n = (n+2)a_(n+2)/(n(n-1)-4n) for n ≥ 2. Using this recursive relationship, we can determine the values of a_n for any desired term in the power series.

Given the initial conditions y(0)=2 and y′(0)=4, we can substitute these values into the power series representation of y(x) and solve for the constants. By doing so, we find that a_0 = 2, a_1 = 6, and all other coefficients are zero. Thus, the general solution is y(x) = (2 + 2x)e^(2x), which satisfies the given differential equation and initial conditions.

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A new backpack costs $45.00 plus 7.4% for sales tax. Find the amount of tax you would have to pat for the backpack.

Answers

Answer:

$48.33

Step-by-step explanation:

1. Find the amount of the sales tax by multiplying the tax percentage by the sales price.

$45 × 7.4% = $3.33

2. Add the amount of the sales tax back to the sales price.

$45.00+$3.33 = $48.33

FIRST TO ANSWRR GETS 30 POINTS!

A jewellery shop is having a sale.

A bracelet is now reduced to £420.
This is 70% of the original price.

a) Work out the original price of the bracelet.

A ring is now reduced to £840.
This is a saving of 40% of the original price.

b) Work out the original price of the ring.

Answers

Answer:

a) £600

b) £1400

Step-by-step explanation:

a)  Set up a ratio of price to percentage of original price.

Let x = original price

⇒ £420 : 70 = £x : 100%

\(\sf \implies 420 : 70 = x : 100\)

\(\sf \implies \dfrac{420}{70}=\dfrac{x}{100}\)

\(\sf \implies x=100\cdot\dfrac{420}{70}\)

\(\sf \implies x=600\)

Therefore, the original price of the bracelet was £600

b) Set up a ratio of price to percentage of original price.

If the ring is reduced by 40% then it is now 60% of the original price, since 100% - 40% = 60%

Let x = original price

⇒ £840 : 60% = £x : 100%

\(\sf \implies 840 : 60 = x : 100\)

\(\sf \implies \dfrac{840}{60}=\dfrac{x}{100}\)

\(\sf \implies x=100\cdot\dfrac{840}{60}\)

\(\sf \implies x=1400\)

Therefore, the original price of the ring was £1400

Fill in the blank A ____ is a graph of points (x,y) where each x-value is from the original set of sample data, and each y-value is the corresponding Z-score that is a quantile value expected from the standard normal distribution
answer options are
histogram
frequency polygon
scatterplot
normal quantile plot

Answers

Normal quantile plot is a graph of points (x,y) where each x-value is from the original set of sample data, and each y-value is the corresponding Z-score that is a quantile value expected from the standard normal distribution.


What is a Normal Quantile Plot?

A normal quantile plot is a graphical tool used to determine whether a data set is normally distributed or not.

It plots sample data versus a theoretical normal distribution.

In general, the points on the plot should form a straight line if the data is normally distributed. If the data is not normally distributed, the points on the plot will not form a straight line.

A normal quantile plot can be used to evaluate the following:

Whether or not a data set is normally distributedA data set's skewnessA data set's outliersA data set's center and spread whether or not a transformation is required to make a data set normally distributed.      

The normal quantile plot of the residuals is the most important diagnostic tool for examining whether the assumptions of a linear regression model have been met.

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Which of the following is determined from the Tukey Kramer procedure? A. The difference in population means. B. The difference in sample means. C. Variation of scores D. None of the above

Answers

The correct answer is A. The Tukey-Kramer procedure is a post-hoc test that is used to determine which pairs of population means are significantly different from one another after conducting an ANOVA (analysis of variance) test.

The ANOVA test is used to determine if there is a significant difference in means between three or more groups, while the Tukey-Kramer procedure is used to compare individual pairs of means to determine which pairs are significantly different. The Tukey-Kramer procedure is a multiple comparison test that takes into account the number of groups being compared, as well as the sample size and variance of each group.

Therefore, the Tukey-Kramer procedure is used to determine the difference in population means among multiple groups, and not just the sample means or variation of scores. It is a useful tool for identifying which specific groups are significantly different from each other in a study, and is commonly used in fields such as psychology, education, and social sciences.

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Find the perimeter of the triangle

Find the perimeter of the triangle

Answers

Answer:

8 feet

Step-by-step explanation:

hope it helps! :)

Answer:

8 feet

Step-by-step explanation:

When calculating mixed numbers, I like to make all the numbers to improper fractions with the same denominators first before evaluating.

Perimeter of triangle = 2\(\frac{3}{8}\) + 2\(\frac{3}{8}\) + 3\(\frac{1}{4}\)

                                  = \(\frac{19}{8}\) + \(\frac{19}{8}\) + \(\frac{13}{4}\)

                                  = \(\frac{19}{8}\) + \(\frac{19}{8}\) + \(\frac{26}{8}\)

                                  = \(\frac{64}{8}\)

                                  = 8 feet

PLEASE HELP!!! I NEED TO HAVE THIS DONE SOON!

PLEASE HELP!!! I NEED TO HAVE THIS DONE SOON!

Answers

Answer:

A = 54 is the correct answer!

Step-by-step explanation:

I did this test too! Hope this helped!

PLEASE HELP....ITS DUE TOMORROW !!!!

PLEASE HELP....ITS DUE TOMORROW !!!!

Answers

Answer:

Aired

Step-by-step explanation:

On a sunny day Josée’s shadow
is 2.9 m long, while the shadow
of a tower is 11.3 m long. If
Josée is 1.8 m tall, calculate
the height of the tower.

Answers

Answer:

it is c

Step-by-step explanation:

A store sells three different packs of the same yogurt. Which pack is the best buy? Explain.
$7.30
$5.32
S3.30

A store sells three different packs of the same yogurt. Which pack is the best buy? Explain.$7.30$5.32S3.30

Answers

Answer:

$5.32

Step-by-step explanation:

I think its $5.32 because there is at least 6 yogurts in the pack, and its not to expensive as the first one. Plus it has 2 more yogurts then the third one.

(i am so sorry if this dosent make sense)

A ticket to an all day concert is priced at $115, plus an additional 9% sales tax.

Which of the following statements correctly describes how to find the total cost of the ticket?

Answers

The total cost of the ticket is 125.35 dollars.

How to find the total cost?

A ticket to an all day concert is priced at $115, plus an additional 9% sales tax.

The statements that describes how to find the total cost of the ticket can be represented as follows:

sale tax = 9% of 115

sale tax = 9  / 100 × 115

sale tax = 1035 / 100

sale tax = 10.35 dollars

Therefore,

total cost = 10.35 + 115

total cost = 125.35 dollars

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A scientist conducts an experiment to determine the rate of NO formation in the reaction: N2(g) + O2(g) 2NO(g) If the initial concentration of N, was 0.500 M and the concentration of N, was 0.450 M after 0.100 s, what is the rate of NO formation?

Answers

The rate of NO formation is 0.250 M/s.

Given informationInitial concentration of N2(g), [N2]0 = 0.500 M

   Concentration of N2(g) after 0.100 s, [N2] = 0.450 MRxn : N2(g) + O2(g) → 2NO(g)

Rate of formation of NO = -1/2[d(N2)/dt] or -1/1[d(O2)/dt]

Rate of formation of NO = 2 [d(NO)/dt]

Formula for calculating the rate of reaction:

                                  d[X]/dt = (-1/a) (d[A]/dt) = (-1/b) (d[B]/dt) = (1/c) (d[C]/dt)

The rate of reaction is proportional to the concentration of the reactants:

                                   rate = k [A]^x [B]^y [C]^zWhere k = rate constant, x, y, and z are the order of the reaction with respect to A, B, and C. .

The overall order of the reaction is the sum of the individual orders:

                                  order = x + y + z

We are given initial concentration of N2(g) and its concentration after 0.100 s.

We can calculate the rate of formation of NO using the formula given above.

Initial concentration of N2(g), [N2]0 = 0.500 M

Concentration of N2(g) after 0.100 s, [N2] = 0.450 M

Time interval, dt = 0.100 s

Rate of formation of NO = 2 [d(NO)/dt]

Formula for calculating the rate of reaction:

                                            d[X]/dt = (-1/a) (d[A]/dt)

                                                        = (-1/b) (d[B]/dt)

                                                         = (1/c) (d[C]/dt)

The rate of reaction is proportional to the concentration of the reactants:

                                        rate = k [A]^x [B]^y [C]^zWhere k = rate constant, x, y, and z are the order of the reaction with respect to A, B, and C.

The overall order of the reaction is the sum of the individual orders: order = x + y + z

Now, we will calculate the rate of NO formation by the following steps:

Step 1: Calculate change in the concentration of N2d[N2]/dt = ([N2] - [N2]0)/dt = (0.450 - 0.500)/0.100= -0.500 M/sStep 2: Calculate rate of formation of NO2 [d(NO)]/dt = -1/2[d(N2)]/dt = -1/2 (-0.500) = 0.250 M/s

Therefore, the rate of NO formation is 0.250 M/s.

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Bo is buying a board game that usually costs bbb dollars. the game is on sale, and the price has been reduced by 18%, percent.

Answers

Bo is buying a board game that usually costs bbb dollars. The game is on sale, and the price has been reduced by 18%. The sale price of the board game is 82% of the original price.

To find the new price of the game, we can use the following steps:
1. Start with the original price of the game, which is bbb dollars.
2. Calculate the amount of the discount by multiplying the original price (bbb dollars) by the discount percentage (18%).
3. Convert the discount percentage to a decimal by dividing it by 100 (18/100 = 0.18).
4. Multiply the original price (bbb dollars) by the discount decimal (0.18) to find the amount of the discount.
5. Subtract the discount amount from the original price to find the new price of the game.

The sale price can be calculated as:

\(\(\text{{Sale price}} = \text{{Original price}} - (\text{{Reduction percentage}} \times \text{{Original price}}) \\= \text{{bbb}} - (0.18 \times \text{{bbb}}) \\= \text{{bbb}}(1 - 0.18) \\= \text{{bbb}}(0.82)\)\)

Therefore, the sale price of the board game is \(\(0.82\)\) times the original price (bbb).

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Simplify - 40 |+8-23/7

Answers

Answer:

-247/7

Step-by-step explanation:

-40+8-23/7

=-40+(56-23)/7

=-40+33/7

=(-280+33)/7

=-247/7

Which fraction results in a terminating decimal? 1/12 4/9 2/15 7/8

Answers

Answer:

7/8

Step-by-step explanation:

\(\frac{7}{8}=0.875\)

If a 20-foot tree casts a 35-foot shadow, how tall is a tree that casts a 63-foot shadow

Answers

Answer:

T=48

Step-by-step explanation:

Now since I don’t know the height at the present moment, I’ll just make this ratio (of the tree) be represented as x/36. Which is saying that for every ‘x’ amount of feet, there will be 36 feet of shadow.

so we have 4/3=x/36. If I cross multiply 36 and 4, then divide the product by 3, then ‘x’ will be 48.

When ax3+bx-6 is divided by x+3,the remainder is 9. Find term of a only . The remainder when 2x3-bx2+2ax-4 when it is divided by x-2

Answers

Answer:

a)  a   = - ( 5 + b ) / 9

b) no remainder

Step-by-step explanation:

A) ( ax^3 + bx -6 ) / ( x + 3 )

Remainder = 9

determine the value of a

we will use the result of  if ( x + a ) divides polynomial g(x) the remainder is g(a)

therefore given that ( x + 3 ) divides f(x) = ax^3 + bx - 6

=  f( -3 ) = 9

= a(- 27 ) - 3b - 6 = 9

= -27a  = 9 + 6 + 3b

therefore the term 'a' = - ( 15 / 27   + 3b / 27 )

                                    = - ( 5/9 + b/9 )

                                 a   = - ( 5 + b ) / 9

b) Find the remainder when (2x^3 - bx^2 + 2ax - 4 ) is divided by (x-2 )

given that ( x -2 ) divides f(x) = 2x^3 - bx^2 + 2ax - 4

also given a =  - ( 5 + b ) / 9  from previous polynomial above

= f(2) = ?

= 2(8) -4b + 4a - 4

= 16 - 4b + 4 ( - ( 5 + b ) / 9 ) - 4

= 16 - 4b + (( -20 - 4b ) / 9) - 4

= 16 - 4b - ( 20 - 4b ) / 9)  - 4

= 16 - ( 32b - 20 ) / 9)  - 4  = ?

therefore the remainder 'b' =  ( -108 + 20 ) / 32  = - 2 3/4

since the remainder is negative there is no remainder then

The sample contains a Eurovan with 81,718 thousand miles on it. Assuming that the price given accurately reflects the condition of the car, do you think this van is likely to be in below-average, average, or above average condition, given its mileage. Explain your answer.

Answers

Based solely on the mileage of the Eurovan, it is likely to be in above-average condition.

The condition of a vehicle is influenced by several factors, including mileage, maintenance history, usage, and overall care. While high mileage can generally indicate wear and tear on a vehicle, it does not necessarily imply poor condition. Eurovans are known for their durability and reliability, so even with 81,718 thousand miles, it is possible for the van to be in above-average condition.

To determine the true condition of the Eurovan, additional information beyond mileage is required. Factors such as regular maintenance, service records, and the overall care provided by the previous owner(s) play a crucial role in assessing the van's condition. If the van has been well-maintained, with routine servicing and repairs, it is more likely to be in above-average condition despite the higher mileage. Additionally, the overall usage of the van should be considered. If the majority of the mileage consists of long highway trips rather than stop-and-go city driving, it can contribute to less wear and tear on the engine and components. Furthermore, factors such as storage conditions, accident history, and the quality of the driving surface can also impact the condition of the Eurovan.

In summary, while the mileage of the Eurovan may initially suggest a below-average condition, it is essential to consider additional factors such as maintenance history, usage patterns, and overall care to make a more accurate assessment. Without this additional information, it is reasonable to assume that the Eurovan is likely to be in above-average condition based on its reputation and durability.

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The point P(x, y) is on the terminal ray of angle Theta. If Theta is between Pi radians and StartFraction 3 pi Over 2 EndFraction radians and = Negative five-halves, what are the coordinates of P(x, y)?
P(Negative StartRoot 21 EndRoot, –2)
P (StartRoot 21 EndRoot, –2)
P(–2, StartRoot 21 EndRoot)
P(–2, Negative StartRoot 21 EndRoot)

Answers

The coordinates of P(x, y) is: A. P(Negative StartRoot 21 EndRoot, –2)

Coordinates of P(x, y)

Given:

Radians=3π/2

theta=-5/2

Hence:

Hypotenuse = - 5

Altitude = 2

Using  Pythagorean theorem

Hypotenuse² =  Altitude² + Base²

-5²= 2²  + Base²

25 ² - 4 ² = Base²

Base = √21

Thus P(x,y) :

= P(-√21 : -2)

Therefore the correct option is A.

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PLEASE HELP! I WILL GIVE BRAINLIEST! PLEASE SHOW YOUR WORK TOO :)!

PLEASE HELP! I WILL GIVE BRAINLIEST! PLEASE SHOW YOUR WORK TOO :)!

Answers

2.75 as a fraction is 25/100 then you divided which you get 11/4 which is 2 3/4 so 2 3/5 is more hope that helped

problem 1 (100 points) fig. 1 depicts a sample power system. suppose the three units are always running, with the following characteristics: unit 1: pmin

Answers

The total cost of power generation for a specific load demand can be calculated by optimally allocating the load demand to each unit based on their power output limits. The allocation is done in a way that minimizes the overall cost while meeting the load demand.

In the given power system depicted in Figure 1, there are three units that are always running. Each unit has specific characteristics regarding their minimum power output (Pmin), maximum power output (Pmax), and incremental cost (Ci). Let's discuss the characteristics of each unit and calculate the total cost of power generation for a given load demand.

Unit 1:

Pmin = 200 MW

Pmax = 500 MW

Ci = $50/MWh

Unit 2:

Pmin = 150 MW

Pmax = 400 MW

Ci = $40/MWh

Unit 3:

Pmin = 100 MW

Pmax = 300 MW

Ci = $30/MWh

To calculate the total cost of power generation for a given load demand, we need to determine the optimal power output for each unit. We start by considering the units with the lowest incremental cost first.

Suppose the load demand is D MW. We allocate the load demand to the units as follows:

Step 1: Check if Unit 1 can meet the load demand within its power range. If yes, allocate the load demand to Unit 1 and calculate the cost:

Cost1 = Ci * P1, where P1 is the power output of Unit 1.

Step 2: If there is still remaining load demand, allocate it to Unit 2:

Cost2 = Ci * P2, where P2 is the power output of Unit 2.

Step 3: If there is still remaining load demand, allocate it to Unit 3:

Cost3 = Ci * P3, where P3 is the power output of Unit 3.

Finally, the total cost of power generation, Cost_total, is the sum of Cost1, Cost2, and Cost3:

Cost_total = Cost1 + Cost2 + Cost3

To find the optimal power output for each unit, we consider the load demand and compare it to the minimum and maximum power output limits for each unit. The power allocation is based on meeting the load demand while minimizing the overall cost of power generation.

In summary, given the characteristics of the three units in the power system (Pmin, Pmax, and Ci), the total cost of power generation for a specific load demand can be calculated by optimally allocating the load demand to each unit based on their power output limits. The allocation is done in a way that minimizes the overall cost while meeting the load demand.

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Write as a decimal 15.7%

Answers

Answer:

15.7% = 0.157 in decimal form. Percent means 'per 100'. So, 15.7% means 15.7 per 100 or simply 15.7/100. If you divide 15.7 by 100, you'll get 0.157 (a decimal number).

15.7/100 = the decimal form

15.7/100 = 0.157

0.157

Park visitors
100
150
200
250
300
350
1) What was the range of the number of park visitors each day?
visitors
Submit

Answers

Answer:

The answer is 225

Step-by-step explanation:

Because you first need to subtract 350-125 and you get 225

The number of apps that 8 students downloaded last year are shown below.
16, 12, 18, 8, 17, 15, 22, 17
Drag the correct word to each box to make the inequalities true. Each term may be used once or not at all.
range
mean
median
mean
mode
median

Answers

Median it is but the answer is 17

Can you please help me with this

Can you please help me with this

Answers

The answer is 63

Glad I could help :)

Answer:

117

Step-by-step explanation:

angle 2 is a vertical angle to 63. This means that it is equal to 2. So angle two is 63 degrees.

angle 2 and 7 add up to 180 degrees. You know that angle 2 is 63 degrees. So you do 180-63 degrees which leaves you with 117 degrees. Angle 7 is 117 degrees.

angle 5 and 7 are also vertical angles. Which means 5 is also equal to 117.

The answer is 117 degrees.

Help!
Line s has an equation of y= -7/10x-1. Line t, which is parallel to line s, includes the point (-6,5). What is the equation of line t?

Answers

Answer:

\(y = -\frac{7}{10}x + \frac{4}{5}\)

Step-by-step explanation:

Parallel lines have the same slope.

Given that line s is represented by the linear equation, \(y = -\frac{7}{10}x - 1\),  then line t must have the same slope of  \(-\frac{7}{10}\).

All we have to do at this point is use line t's slope, m = \(-\frac{7}{10}\), and the given point, (-6, 5), to solve for the y-intercept, b:

y = mx + b

\(5 = -\frac{7}{10}(-6) + b\)

\(5 = \frac{42}{10} + b\)

\(5 = \frac{21}{5} + b\)

Subtract \(\frac{21}{5}\) from both sides:

\(5 - \frac{21}{5} = \frac{21}{5} - \frac{21}{5} + b\)

\(\frac{4}{5}\) = b

Therefore, the equation of line t  that is parallel to line s is:  \(y = -\frac{7}{10}x + \frac{4}{5}\).

Solve for x and y in the system of equation
3x²+4y=17
2x²+5y=2
I'll mark brainliest​

Answers

Answer:

\(x=\pm \sqrt{11} \\y=-4.\)

Step-by-step explanation:

\(\left \{ {{3x^2+4y=17} \atop {2x^2+5y=2}} \right. \\\\Then\\\\\left \{ {{2 \times (3x^2+4y)=2 \times 17} \atop {3\times(2x^2+5y)=3\times2}} \right. \\\\\left \{ {{6x^2+8y=34 \quad (1)} \atop {6x^2+15y=6\quad (2)}} \right.\\\\(1)-(2) \Rightarrow -7y=28 \Rightarrow y =-4.\\Since \: \: 2x^2+5y=2 \Rightarrow 2x^2=2-5y\\\Rightarrow 2x^2=2+20=22\\\Rightarrow x^2=22:2=11\\\Rightarrow x=\pm \sqrt{11}.\)

To the nearest tenth, what is the value of x?
A. 3.5
B. 4.8
C. 5.9
D. 7.3
E. 9.8 ​

To the nearest tenth, what is the value of x?A. 3.5B. 4.8C. 5.9 D. 7.3E. 9.8

Answers

Answer:

D, I think, pls don't report if im wrong

Step-by-step explanation:

GIVEN: An exterior stud wall with brick veneer is 11 ft tall and 40 ft long. 25 % of the area of the wall is windows (glass, frame and sash). FIND: Total weight of the wall and the average dead load in lb/ft of the length of the wall (per foot of wall length) that the wall exerts on the floor.

Answers

The total weight of the wall is 49,500 lb, and the average dead load per foot of wall length is 1237.5 lb/ft.

To find the total weight of the wall and the average dead load per foot of wall length, we need to calculate the total area of the wall and the area of the windows, then use that information to determine the weight of the remaining brick veneer.

First, we calculate the total area of the wall by multiplying the length and height:

40 ft * 11 ft = 440 ft²

Next, we calculate the area of the windows by multiplying the total area of the wall by 25% (the percentage of the wall that is windows):

440 ft² * 0.25 = 110 ft²

Now we can find the area of the brick veneer by subtracting the area of the windows from the total area of the wall:

440 ft² - 110 ft² = 330 ft²

To find the weight of the brick veneer, we can assume a weight of 150 lb/ft². We can calculate this by multiplying the area of the brick veneer by the weight per square foot:

330 ft² * 150 lb/ft² = 49,500 lb

Now to find the average dead load in lb/ft of the length of the wall, we divide the total weight of the wall by the total length of the wall:

49500 lb / 40 ft = 1237.5 lb/ft

So the total weight of the wall is 49,500 lb, and the average dead load per foot of wall length is 1237.5 lb/ft.

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Salama makes fruit baskets with oranges and bananas.
She uses between 8 and 16 oranges and bananas in a ratio of 3 oranges to 2 bananas.

Answers

Answer: 9 oranges: bananas

Step-by-step explanation:

The ratio is 3 oranges: 2 bananas. They add up to 5 fruits, so some possible values are 5, 10, 15, 20, 25. We need a value between 8 and 16. This means that we need 15/5 = 3 portions of fruits and since the ratio is 3:2

We multiply this by the original ratio to get 9 oranges: 6 bananas

Answer:

6:4

Step-by-step explanation:

3+2=5, but 5 is not enough so we multiply 3 and 2 to make 6 and 4. Now 6+4= 10 which is between 8 and 16 as we need. So the answer is 6:4

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