This is one of my favorite probability problems. It uses many useful and powerful facts from probability.) Let X(t) be a stationary Gaussian random process with mX​(t)=0 and RX​(τ)=2e−5∣τ∣. Let Z=X(2)+ X(3). Find fZ​(z), the probability density function of Z

Answers

Answer 1

The probability density function of Z is fZ(z) = (1/√(2π(4 + 2e^(-5)))) * e^(-z^2/(2(4 + 2e^(-5))))

Given that X(t) is a stationary Gaussian random process with mX(t) = 0 and RX(τ) = 2e^(-5|τ|).

We are interested in finding the probability density function (PDF) of Z = X(2) + X(3).

First, we need to find the mean and variance of Z:

E[Z] = E[X(2) + X(3)] = E[X(2)] + E[X(3)] = 0 + 0 = 0

Var(Z) = Var(X(2) + X(3)) = Var(X(2)) + Var(X(3)) + 2Cov(X(2), X(3))

Since X(t) is a stationary process, we have:

Var(X(2)) = Var(X(3)) = RX(0) = 2

Cov(X(2), X(3)) = RX(1) = 2e^(-5)

Therefore, Var(Z) = 2 + 2 + 2e^(-5) = 4 + 2e^(-5)

Now we can use the properties of Gaussian random variables to find the PDF of Z. Since Z is a linear combination of Gaussian random variables, it is also Gaussian with mean 0 and variance 4 + 2e^(-5).

Thus, fZ(z) = (1/√(2π(4 + 2e^(-5)))) * e^(-z^2/(2(4 + 2e^(-5)))).

Therefore, the probability density function of Z is fZ(z) = (1/√(2π(4 + 2e^(-5)))) * e^(-z^2/(2(4 + 2e^(-5))))

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Related Questions

this time u get brainleist

Answers

Answer: 206

360 (full circle/angle) - 64 = 296

296 - 42 = 254

254 - 48 = 206

x = 206*  GUYS THE ANSWER IS 206 not 360

A boat is heading towards a lighthouse, where Tyee is watching from a vertical distance of 115 feet above the water. Tyee measures an angle of depression to the boat at point AA to be 15^{\circ}

. At some later time, Tyee takes another measurement and finds the angle of depression to the boat (now at point BB) to be 50^{\circ}

. Find the distance from point AA to point BB. Round your answer to the nearest foot if necessary.

Answers

The distance form point A to point B is 333 feet.

What is an angle of depression?

An angle of depression is the measure of an angle formed when an object is viewed below the horizontal plane by an observer.

In the given question, let the distance from point A to the base of the lighthouse be represented by x, and that of B to the base of the lighthouse as y.

So that to determine x, we have;

Tan θ = opposite/ adjacent

Tan 15 = 115/ x

x = 115/ 0.2680

  = 429.1045

x = 429.1045 feet

To determine y, we have;

Tan θ = opposite/ adjacent

Tan 50 = 115/ y

y = 115/ 1.1918

  = 96.492y

y =  96.4927 feet

The distance from point A to point B = x - y

                             = 429.1045 - 96.4927

                             = 332.6118

The distance from point A to point B is 333 feet.

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y²+4y-7 evaluate the expression when y=7​

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The expression: y²+4y-7 when evaluated will give us 70.

Understanding quadratic equation

Quadratic Equation is a polynomial equation of the second degree, which means that the highest power of the variable (usually x) is 2. It has the general form:

ax² + bx + c = 0

where a, b, and c are constants.

Note that a can never be zero otherwise it will turn to linear equation.

From the question given above:

y²+4y-7 when y = 7

y²+4y-7 = 0

7²+4(7)-7 = 0

= 49+28-7

= 70

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20 divided into 6298729

Answers

0.00000318 is the correct answer,

20 divided by that number equals 0.00000318

Find the area of the figure

Answers

Answer: 240

Step-by-step explanation: i look it up and it says 240

i hope this helps

The volume of water in a vase is proportional to the depth

of the water. When there are 63 mL of water in the vase,

the depth is 7 cm. How much water is in the vase when

the depth is 9 cm?

Answers

When the depth of water in the vase is 9 cm, there are 81 mL of water in the vase.

Since the volume of water in the vase is proportional to the depth, we can write:

The volume of water in the vase = constant x depth of water

Let's call the constant of proportionality "k". Then we have:

The volume of water in the vase = k x depth of water

To find the value of "k", we can use the information given in the problem. When there are 63 mL of water in the vase, the depth is 7 cm. So we have:

63 mL = k × 7 cm

Solving for "k", we get:

k = 63/7  = 9 mL/cm

Now we can use this value of "k" to find how much water is in the vase when the depth is 9 cm:

The volume of water in the vase = k × depth of water

Volume of water in vase = 9 × 9

The volume of water in the vase = 81 mL

It's important to note that this proportionality assumes that the vase has a constant cross-sectional area. If the shape of the vase changes with depth, the relationship between volume and depth will not be proportional.

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I need answers badly.

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There is 75% of getting at least two tiles of vowels

Fits, less than two of the tiles are vowels

= 11 + 39

= 50

Now, at least two of tiles are vowels

= 200 - 50/ 200

= 150/200

= 0.75 x 100

= 75%

There is 75% of getting at least two tiles of vowels

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Calculate the integral 0∫[infinity] te -⁵⁴ sin(t) dt using properties of Laplace transforms 0 (Hint: Realize the integral as a particular value of a certain Laplace transform.)

Answers

The integral has a value of 27.

To calculate this integral using Laplace transforms, we can first apply the Laplace transform to both sides of the equation:

L{0∫[infinity] t[tex]e^{(-54t)}[/tex] sin(t) dt} = L{0}

Using the property of Laplace transform for integration, we get:

[tex]L{te^{(-54t)} sin(t)} = -F'(s)[/tex]

where F(s) is the Laplace transform of sin(t).

Using the property of Laplace transform for differentiation, we can find F(s):

F(s) = L{sin(t)} = 1 / (s² + 1)

Now we can differentiate F(s) to find -F'(s):

-F'(s) = L{t [tex]e^{(-54t)[/tex] sin(t)} = (s² + 54) / (s² + 1)²

Finally, we can apply the inverse Laplace transform to get the solution:

0∫[infinity] [tex]te^{(-54t)[/tex] sin(t) dt = [tex]L^{-1}{(s^2 + 54) / (s^2 + 1)^2}[/tex]

Using partial fraction decomposition and inverse Laplace transform tables, we can simplify this expression to:

0∫[infinity] [tex]te^{(-54t)[/tex] sin(t) dt = (1/2) [cos(t) - 54 sin(t)] from 0 to infinity

Since cos(infinity) and sin(infinity) both do not converge, we can substitute infinity with a large value L and take the limit as L approaches infinity:

0∫[infinity] [tex]te^{(-54t)[/tex] sin(t) dt = (1/2) [cos(0) - cos(L) - 54(sin(0) - sin(L))] = 27

Therefore, the value of the integral is 27.

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Give the reason(s) for each step needed to show that the following argument is valid.[p ∩ (p → q) ∩ (s ∪ r) ∩ (r → ¬p)] → (s ∪ t)1. p2. p→q3. q4. r → ~p5. q → ~r6. ~r7. s ∪ r8. s9. ∴ s ∪ t

Answers

The given argument is valid.

To show that the following argument is valid, we will use the given terms and follow a step-by-step explanation.

Argument: [p ∩ (p → q) ∩ (s ∪ r) ∩ (r → ¬p)] → (s ∪ t)

Steps:

1. p (Premise)
2. p → q (Premise)
3. q (From 1 and 2 using Modus Ponens: If p is true and p → q is true, then q is true)
4. r → ~p (Premise)
5. q → ~r (From 1 and 4 using the Contrapositive: If p is true and r → ~p is true, then q → ~r is true)
6. ~r (From 3 and 5 using Modus Ponens: If q is true and q → ~r is true, then ~r is true)
7. s ∪ r (Premise)
8. s (From 6 and 7 using Disjunction Elimination: If ~r is true and s ∪ r is true, then s is true)
9. ∴ s ∪ t (From 8 using Disjunction Introduction: If s is true, then s ∪ t is true)

By following these steps, we have shown that the given argument is valid.

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The current cost of replacing a wood fence is $25,000. Assuming an annual inflation rate of 3%, what is the projected cost of the fence after 4 years?

Answers

With a 3% annual inflation rate, the predicted cost of the fence after four years is $28,138.75.

What is inflation rate?

The inflation rate is the percentage by which a currency devalues over time. The fact that the consumer price index (CPI) rises over this period demonstrates the devaluation. In other words, it is the pace at which the currency is devalued, leading overall consumer prices to rise compared to the change in currency value.

To calculate the projected cost of the fence after 4 years with an annual inflation rate of 3%, we can use the following formula:

[tex]Projected Cost = Current Cost * (1 + Inflation Rate)^{Number of Years[/tex]

Plugging in the given values, we get:

Projected Cost = $25,000 x (1 + 0.03)⁴

Projected Cost = $25,000 x 1.1255

Projected Cost = $28,138.75

Therefore, the projected cost of the fence after 4 years with an annual inflation rate of 3% is $28,138.75.

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Which of the given data sets is less variable? a. 1,1,2,2,3,3,4,4 b. 1,1,1, 1,8,8,8,8 C. -1, -0.75, -0.5, -0.25,0,0,0,0.25, 0.5, 0.75, 1 d. None e. 1,1.5, 2, 2.5, 3, 3.5, 4, 4.5 f. 1,1,1,4,5,8,8,8 g

Answers

Hi! To determine which data set is less variable, we can compare their ranges. The range is calculated by subtracting the minimum value from the maximum value in the data set.

a. 4 - 1 = 3
b. 8 - 1 = 7
c. 1 - (-1) = 2
e. 4.5 - 1 = 3.5
f. 8 - 1 = 7

The data set with the least variability is option C, with a range of 2.

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question attached below pls help

Answers

Answer: (-1, 2)

Step-by-step explanation:

I really hope its right I'm sorry if it's wrong

What mass do the pre-1982 pennies contribute?

Answers

The pre-1982 pennies contribute a mass of 24.8 grams to the sample.

We have,

The total number of pennies in the sample is 8 + 12 = 20, and the pre-1982 pennies account for 40% of the sample,

This means,

0.4 x 20 = 8 pre-1982 pennies in the sample.

To find the mass contributed by the pre-1982 pennies, we can use the average mass of pre-1982 pennies, which is 3.1 grams:

Mass contributed by pre-1982 pennies

= 8 x 3.1 grams

= 24.8 grams

Therefore,

The pre-1982 pennies contribute a mass of 24.8 grams to the sample.

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Question 8 Type numbers in the boxes According to a Pew Research Center study, in May 2011, 38% of all American adults had a smart phone (one which the user can use to read email and surf the Internet). A 10 points communications professor at a university believes this percentage is higher among community college students. She selects 442 community college students at random and finds that 193 of them have a smart phone. Then in testing the hypotheses: H0: P = 0.38 versus Ha:p > 0:38, what is the test statistic? z=_____ (Please round your answer to two decimal places.)

Answers

The test statistic is z = 1.75.

To find the test statistic, we first need to calculate the sample proportion. The sample proportion is calculated by dividing the number of community college students with a smartphone (193) by the total sample size (442):
p-hat =[tex]= \frac{193}{442} = 0.436[/tex]

Next, we need to calculate the standard error of the proportion, which is given by:
SE = [tex]\sqrt{\frac{(p-hat)(1 - p-hat)}{n}}[/tex]
SE = [tex]\sqrt{\frac{(0.436)(1 - 0.436)}{442}}[/tex]
SE = 0.032

Finally, we can calculate the test statistic (z-score) using the formula:
z = [tex]\frac{[p-hat-(p)] }{SE}[/tex]
z = [tex]\frac{[0.436-(0.38)] }{0.0032}[/tex]
z = 1.75

Rounding to two decimal places, the test statistic is z = 1.75.

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select yes if the relation is a function and no if the relation is not a function. { ( 0 , - 1 ) , ( 2 , - 2 ) , ( 1 , 3 ) , ( 0 , 4 ) } math models quiz 2

Answers

No, the relation is not a function because there are two ordered pairs with the same first element (0), but different second elements (-1 and 4). In order for a relation to be a function, each input (first element) must correspond to only one output (second element).

To determine if the relation is a function in the context of math and models, we must check if each input (x-value) has a unique output (y-value).

The given relation is { (0, -1), (2, -2), (1, 3), (0, 4) }.

Notice that input 0 has two different outputs, -1 and 4, which means it does not satisfy the condition for being a function.

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2. Supposed the prevalence of Sudden infant death syndrome (SIDS) is 0.01%. At a local Maternity hospital 3 of the 100 newborn infants died of SIDS following birth. a. What is the probability of 3 dying of SIDS in this situation? b. In this situation would you find it alarming that this many died or would this be expected. Why or why not? (write 1-3 sentences explaining

Answers

The probability of 3 dying of SIDS in this situation is approximately 0.000227. The number of SIDS cases in this hospital is significantly higher than the expected rate.

a. The probability of 3 infants dying of SIDS in this situation can be calculated using the binomial probability formula:
P(X=k) = C(n,k) * p^k * (1-p)^(n-k)
Where:
P(X=k) is the probability of k successes (SIDS cases) in n trials (infants),
C(n,k) is the number of combinations of n items taken k at a time,
p is the probability of SIDS (0.0001),
n = 100 infants,
k = 3 SIDS cases.
P(3 SIDS cases in 100 infants) = C(100,3) * (0.0001)^3 * (1-0.0001)^(100-3)
After calculating, the probability is approximately 0.000227.

b. In this situation, it is alarming that many infants died of SIDS, as the probability of 3 deaths in 100 infants is very low (0.000227), much lower than the prevalence of 0.01%. This indicates that the number of SIDS cases in this hospital is significantly higher than the expected rate.

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La diferencia de dos números más 80 unidades es igual al cuádruple del número menor, menos 60 unidades. Hallar los dos números, si el mayor es el triple del menor

Answers

So the difference among smaller number is 70 and the larger number is 210.

One of the most crucial operations in algebra, which is achieved by removing two integers, produces difference in mathematics. It reveals how much one number deviates from another. To determine how many numbers are between the two supplied numbers is the goal of determining the difference in arithmetic.  

The product of the sine of the primary angle and the cosine of the second angle less the product of the cosine of the first degree and the sine of the second angle is the sine of the difference of two angles, according to the difference formula for sines.

Let the smaller number be x. Then the larger number is 3x.

According to the problem, we have:

3x - x + 80 = 4x - 60

Simplifying and solving for x:

2x + 80 = 4x - 60

140 = 2x

x = 70

So the smaller number is 70 and the larger number is 3x = 3(70) = 210.

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Correct Question:

The difference of two numbers plus 80 units is equal to four times the smaller number minus 60 units. Find the two numbers if the larger is three times the smaller.

Question 1. What does a survey not help capture?Group of answer choicesa. Knowledge of individuals b. Everything a population knows c.Behaviors and Attitudes d. Perspectives of individuals2. Rita

Answers

A survey does not help capture:

(b) Everything a population knows.

A survey is a research method used to collect data from a sample of individuals or population through a series of standardized questions or measures, typically conducted through a questionnaire, interview, or online form. Surveys are commonly used in social science, marketing research, and other fields to gather information on a range of topics such as attitudes, opinions, behaviors, and demographics.

While surveys can provide information on knowledge, behaviors, and attitudes, they may not be able to capture the full perspective of individuals or their experiences. Surveys are limited by the questions asked and the way in which they are designed, so they may not always capture the nuances and complexities of a population's beliefs and experiences.

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The mean pulse rate (in beats per minute) of adult males is equal to 68.9 bpm. For a random sample of 140 adult males, the mean pulse rate is 69.5 bpm and the standard deviation is 11.1 bpm. Complete parts (a) and (b). a. Express the original claim in symbolic form. b. Identify the null and alternative hypothesis.

Answers

The original claim in symbolic form is μ = 68.9 bpm, and the null and alternative hypotheses are H0: μ = 68.9 bpm and Ha: μ ≠ 68.9 bpm.

Let's break it down step by step.

a. Express the original claim in symbolic form:
The original claim is that the mean pulse rate of adult males is equal to 68.9 bpm. We can represent this claim using the following symbols:
μ = 68.9 bpm

b. Identify the null and alternative hypothesis:
The null hypothesis (H0) is the statement that the mean pulse rate of adult males is equal to the claimed value. The alternative hypothesis (Ha) is the statement that the mean pulse rate is different from the claimed value. In this case, the hypotheses can be written as:

H0: μ = 68.9 bpm
Ha: μ ≠ 68.9 bpm

To summarize, the original claim in symbolic form is μ = 68.9 bpm, and the null and alternative hypotheses are H0: μ = 68.9 bpm and Ha: μ ≠ 68.9 bpm.

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Alonzo is $120 in debt. He makes $15 per hour. He wants to have at least $75 left over after he has paid off his debt. Write and solve an inequality to represent this situation, using x to represent the number of hours Alonzo must work to achieve his goal.

Answers

The  inequality equation is 15x - 120 ≥ 75.

The number of hours Alonzo must work to achieve his goal is 13 hours.

What is the number of hours Alonzo must work?

From the given question, let x = the number of hours Alonzo must work to achieve his goal.

Our inequality equation becomes the following;

15x - 120 ≥ 75

Now solve for x;

15x ≥ 75 + 120

15x ≥ 195

x ≥ 195/15

x ≥ 13

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Which vehicles are worth less than $3,000 a decade after purchasing new? Select all that apply.
Coupe: $15,435 MSRP, depreciates at an average rate of 14% per year
Wagon: $19,285 MSRP, depreciates at an average rate of 17% per year
Convertible: $20,599 MSRP, depreciates at an average rate of 18% per year
Sport: $26,875 MSRP, depreciates at an average rate of 19% per year
Crossover: $31,500 MSRP, depreciates at an average rate of 22% per year

Answers

The vehicles that are worth less than $3,000 a decade after purchasing new are the Wagon, Convertible, and Sport.

Depreciation calculation

To determine which vehicles are worth less than $3,000 a decade after purchasing new, we can use the following formula:

Final Value = MSRP * (1 - Depreciation Rate)^10

For each vehicle, let's calculate the final value after 10 years and see if it's less than $3,000:

Coupe: Final Value = $15,435 x (1 - 0.14)^10 = $3,426.53 (greater than $3,000)Wagon: Final Value = $19,285 x (1 - 0.17)^10 = $2,822.35 (less than $3,000)Convertible: Final Value = $20,599 x (1 - 0.18)^10 = $2,686.11 (less than $3,000)Sport: Final Value = $26,875 x (1 - 0.19)^10 = $2,343.04 (less than $3,000)Crossover: Final Value = $31,500 x (1 - 0.22)^10 = $1,835.10 (less than $3,000)

Therefore, the vehicles that are worth less than $3,000 a decade after purchasing new are the Wagon, Convertible, and Sport.

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You have 15 white balls arranged in a triangular arrangement. 7 balls are painted blue and 8 green.
Show that no matter how the balls are arranged, after they are painted, there will always be at least two blue balls that are adjacent to each other.

Answers

There will always be at least two blue balls that are adjacent to each other.

To show that no matter how the balls are arranged, after they are painted, there will always be at least two blue balls that are adjacent to each other, we can use the Pigeonhole Principle.

First, let's consider the worst-case scenario, which is when the blue balls are arranged such that they are as spread out as possible. In this case, we can imagine that the 15 white balls are arranged in a straight line, with 7 blue balls and 8 green balls interspersed in such a way that there are no two blue balls that are adjacent to each other.

Now, let's place each of the 7 blue balls in a pigeonhole that corresponds to their position in the line. Specifically, the first blue ball goes in the first pigeonhole, the second blue ball goes in the second pigeonhole, and so on, until the seventh blue ball goes in the seventh pigeonhole.

Since there are only 7 pigeonholes and 7 blue balls, at least one pigeonhole must contain two blue balls. And since the only way for two blue balls to be in the same pigeonhole is for them to be adjacent to each other in the line, we have shown that no matter how the balls are arranged, after they are painted, there will always be at least two blue balls that are adjacent to each other.

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6. Name three approaches for prevention (primary, secondary, and tertiary) for the following health problem/condition. (0.5 points) 1. COVID-19 infection

Answers

The three approaches for prevention (primary, secondary, and tertiary) for the COVID-19 infection.

1. Primary prevention: The primary prevention for COVID-19 infection includes measures such as promoting hand hygiene, wearing masks, maintaining physical distancing, and encouraging vaccination.

2. Secondary prevention: Secondary prevention for COVID-19 infection involves early detection and management of cases, including mass testing, isolation of confirmed cases, and contact tracing to prevent further spread.

3. Tertiary prevention: Tertiary prevention for COVID-19 infection focuses on minimizing the impact of the disease on individuals who have contracted it, through proper medical care, rehabilitation, and support services for those with long-term effects.

By following these three approaches, we can effectively prevent and manage the COVID-19 infection in our communities.

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in which hundredth interval of the number line does √(84) lie?

Answers

The hundredth interval of the number line in which √(84) is between 9.16 and 9.17

What is a numberline?

A number line consists of a line marked with numbers at regular intervals that can be used for arithmetic calculations.

The hundredths interval n the number line in which √(84) can be located is found as follows;

√(84) = 2·√(21) ≈ 9.165

A hundredth is a value expressed to two decimal places, therefore, the hundredth on the number line in which the value 9.165 is located are the values larger than 0.16 but less than 0.17.

Therefore √(84) lies in between 9.16 and 9.17 on the number line

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At Jefferson Middle school, eighty-two students were asked which sports they plan to participate in for
the coming year. Twenty students plan to participate in track and cross country; six students in cross
country and basketball; and eight students in track and basketball. Twelve students plan to participate in
all three sports. A total of thirty students plan to participate in basketball, and a total of forty students
plan to participate in cross country. Ten students don't play to participate in any of the three sports.
How many students plan to participate in at least 2 sports?

Answers

From the question, about 10 students plan to participate in at least two sports.

What is the sport about?

For this problem, the Principle of Inclusion-Exclusion (PIE) will be used to count the number of students who can participate in at least two sports.

Note that from the question:

Track and cross country: 20Cross country and basketball: 6Track and basketball: 8All three sport = 12Basketball only:  30 - 6 - 8 - 12 = 4Cross country only: 40 - 6 - 20 - 12 = 2None of the sports: 10Students planning to participate in basketball: 30Students planning to participate in cross country: 40Students not planning to participate in any of the three sports: 10

So the Number of students participate in at least two sports:

= 20 + 6 + 8 - 2 x (12)

= 20 + 6 + 8 - 24

= 10

Therefore, 10 students plan to participate in at least two sports.

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POEEASE HELP ME ISTG I CANT GET ANYONE TO ANSWER MY QUESTIONS ILL GIVE BRAINLIEST PLEASE I BEG YOU

A wooden block is a prism, which is made up of two cuboids with the dimensions shown. The volume of the wooden block is 427 cubic inches.

Part A
What is the length of MN?
Write your answer and your work or explanation in the space below.

Part B
200 such wooden blocks are to be painted. What is the total surface area in square inches of the wooden blocks to be painted?

PLEASE GIVE A SOMEWHAT DETAILED EXPLANATION THANK YOUU!!! ^^

Answers

The length of MN is 12 inches,  total surface area in square inches of the wooden blocks to be painted is 80400 square inches and

The formula for volume of a cuboid is:

Volume = Length× Width × Height

Thus 427 = (MN × 7× 3) + (5 × 5 × 7)

427 = 21MN + 175

21MN = 252

MN = 252/21

MN = 12

2) Surface area of entire object is:

TSA = 2(12 × 3) + 2(12×7) - (5 × 7) + 2(7×3) + 3(5 × 7) + 2(5 ×5)

= 402 in²

For 200 blocks:

TSA = 200× 402 = 80400 in²

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Exercise 3.4 Use circulation rules introduced thus far to reduce each of the following words for orientable compact surfaces to a normal form word m7 for some nonnegative integer m. (a) abcb^-1dc^-1d^-1a^-1 (b) aba^-1 - cdb^-1 -c^-1d^-!

Answers

We have reduced the given word to the normal form word [tex]$a^2$[/tex], with [tex]$m=1$[/tex].

(a) We can use the following circulation rules to simplify the given word:

Rule 1: [tex]$aa^{-1}$[/tex] and [tex]$a^{-1}a$[/tex] can be replaced with the empty word.

Rule 2: [tex]$aa$[/tex] and [tex]$bb$[/tex] can be replaced with [tex]$a^2$[/tex] and [tex]$b^2$[/tex], respectively.

Rule 3: If a subword [tex]$aba^{-1}$[/tex] or [tex]$bab^{-1}$[/tex] appears, it can be replaced with [tex]$a^{-1}b^{-1}ab$[/tex] or [tex]$b^{-1}a^{-1}ba$[/tex], respectively.

Using these rules, we can simplify the given word as follows:

[tex]$a b c b^{-1} d c^{-1} d^{-1} a^{-1} & =a \cdot b \cdot c \cdot b^{-1} \cdot d \cdot c^{-1} \cdot d^{-1} \cdot a^{-1} \\$ =a \cdot b \cdot b^{-1} \cdot d \cdot c^{-1} \cdot c \cdot d^{-1} \cdot a^{-1} \\$ =a \cdot d \cdot d^{-1} \cdot a^{-1} \\$ =a^2$[/tex]

So we have reduced the given word to the normal form word [tex]$a^2$[/tex], with [tex]$m=1$[/tex].

(b) Using the same circulation rules, we can simplify the given word as follows:

[tex]$a b a^{-1}-c d b^{-1}-c^{-1} d^{-1} & =a \cdot b \cdot a^{-1}-c \cdot d \cdot b^{-1}-c^{-1} \cdot d^{-1} \\$ =a^2-c \cdot d \cdot b^{-1}-c^{-1} \cdot d^{-1} \\$ =a^2-c \cdot d \cdot b^{-1}-c \cdot d^{-1} \cdot c^{-1} \\$ =a^2-\left(c d^{-1}\right) \cdot\left(c^{-1} b\right) \\$ =a^2-\left(c d b^{-1}\right)^{-1} \\$ =a^2-\left(b d c^{-1}\right)^{-1} \\$ =a^2$[/tex]

So we have reduced the given word to the normal form word [tex]$a^2$[/tex], with [tex]$m=1$[/tex].

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PLEASE HELP!! l 50 points

Participants in a study of a new medication received either medication A or a placebo. Find P(placebo and improvement). You may find it helpful to make a tree diagram of the problem on a separate piece of paper.
Of all those who participated in the study, 70% received medication A.

Of those who received medication A, 56% reported an improvement.

Of those who received the placebo, 52% reported no improvement.

Answers

The probability of p(placebo and improvement) is 7.6%.

Here, we have,

Given that

Participants in a study of a new medication received either medication A or a placebo.

We have to find

The probability of P(placebo and improvement).

According to the question

Participants in a study of a new medication received either medication A or a placebo.

Let Probability that participants received medication A = P(M) = 0.80

Probability that participants received placebo = P(P) = 1 - P(M) = 1 - 0.80 = 0.20.

Because there are only two cases either medication A or a placebo.

Let I = event that there is an improvement.

Also, the Probability that participants reported improvement given that they had received medication A = P(I/M) = 0.76

The probability that participants reported no improvement given that they had received placebo = P(I'/P) = 0.62

So, Probability that participants reported improvement given that they had received placebo is,

=  P(I / P) = 1 - P(I' / P) = 1 - 0.62 = 0.38

Now, Probability of (placebo and improvement) = Probability that participants received placebo times Probability that participants reported improvement given that they had received placebo.

P(placebo and improvement) =  P(P)  times  P(I / P)  

P(placebo and improvement) =  0.20 times 0.38  =  0.076  or  7.6%

                     

Therefore, the required probability of p(placebo and improvement) is 7.6%.

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What is the point-slope form of the line with slope −14 that passes through the point (−2, 9)? Responses y−9=−14(x+2) y minus 9 equals negative 1 fourth left parenthesis x plus 2 right parenthesis y−2=−14(x+9) y minus 2 equals negative 1 fourth left parenthesis x plus 9 right parenthesis y+2=−14(x−9) y plus 2 equals negative 1 fourth left parenthesis x minus 9 right parenthesis y+9=−14(x−2)

Answers

The point-slope form of the line with slope −14 that passes through the point (−2, 9) include the following: A. y - 9 = -14(x + 2), y minus 9 equals negative 1 fourth left parenthesis x plus 2 right parenthesis.

How to determine an equation of this line?

In Mathematics and Geometry, the point-slope form of a straight line can be calculated by using the following mathematical equation (formula):

y - y₁ = m(x - x₁)

Where:

x and y represent the data points.m represent the slope.

At data point (-2, 9) and a slope of -14, a linear equation for this line can be calculated by using the point-slope form as follows:

y - y₁ = m(x - x₁)

y - 9 = -14(x - (-2))  

y - 9 = -14(x + 2)

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Two random samples are selected from two independent populations. A summary of the samples sizes, sample means, and sample standard deviations is given below: n1=43,n2=40,x¯1=57.5,x¯2=72.6,s1=5.8s2=11 Find a 95.5% confidence interval for the difference μ1−μ2 of the means, assuming equal population variances. Confidence Interval = Confidence Interval =

Answers

With 95.5% confidence that the true difference between the means of the two populations falls within the interval (-19.052, -11.148)

To find the confidence interval for the difference of the means, we can use the formula:

[tex]Confidence Interval = (X1 - X2) ±\frac{ta}{2} , df \sqrt{\frac{(s1)^{2} }{n1} + \frac{(s2)^{2} }{n2}  }[/tex]

where x1 and x2 are the sample means, s1 and s2 are the sample standard deviations, n1 and n2 are the sample sizes, and tα/2,df is the t-score from the t-distribution table with (n1 + n2 - 2) degrees of freedom and a confidence level of 95.5%.

Plugging in the given values, we get:

[tex]Confidence Interval =  (57.5 - 72.6) ± t0.022,81 \sqrt{\frac{(5.8)^{2} }{43} + \frac{(11)^{2} }{40} }[/tex]
[tex]Confidence Interval = -15.1 ± 2.539  (1.553)[/tex]
Confidence Interval = -15.1 ± 3.952
Confidence Interval = (-19.052, -11.148)

Therefore, we can say with 95.5% confidence that the true difference between the means of the two populations falls within the interval (-19.052, -11.148).

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