This is one question in five parts, please answer with clear
working out and explanation.
I would like to learn how to solve.
Thank you
The following table gives the observed frequencies of simultaneous occurrences for two categorical variables X and Y out of 72 measurements in total. Variable X₁ X₂ Y₁ 10 25 Y₂ 17 20 (a) Deter

The mean of the number of batteries sold over the weekend can be is c.4.56

To find the mean, we multiply each outcome by its corresponding probability and then sum them up. In this case, we multiply each possible number of batteries sold (2, 4, 6, 8) by their respective probabilities (0.20, 0.40, 0.32, 0.08).

Multiplying each outcome by its probability gives us (2 * 0.20) = 0.40, (4 * 0.40) = 1.60, (6 * 0.32) = 1.92, and (8 * 0.08) = 0.64.

Adding up these results, 0.40 + 1.60 + 1.92 + 0.64, gives us the mean of 4.56. This means that on average, the convenience store sells approximately 4.56 batteries over the weekend.

Mean = (2 * 0.20) + (4 * 0.40) + (6 * 0.32) + (8 * 0.08) = 0.40 + 1.60 + 1.92 + 0.64 = 4.56.

Therefore, the mean of the number of batteries sold over the weekend at the convenience store is 4.56.

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Complete Question:

Find the mean of the number of batteries sold over the weekend at a convenience store. Round two decimal places. Outcome X 2 4 6 8 Probability P(X) 0.20 0.40 0.32 0.08 a. 3.15 b.4.25 ☐ c. 4.56 d. 1.31

a. P[Y(t) < y] = P[log Y(t) < log y] = Φ[(log y - log(0)) / √((1 - a²)t)] is the probability density function of Y(t).

b. Mean = - a exp(-λt) E[X(t - s)]

The autocovariance function is Cov(Y(t), Y(t + h)) = exp(-λt) exp(-λh) G(h) - a exp(-λt) exp(-λ(t + h)) G(h - s)

Z(t) = X(t) - aX(t - s), where X(t) is the Wiener process.

(a) The probability density function of Y(t) can be derived as follows:

Y(t) = exp(-λt) Z(t) ⇒ Z(t) = Y(t) exp(λt)

P[Z(t) < z] = P[Y(t) exp(λt) < z] = P[Y(t) < z exp(-λt)]

From the given, we have Z(t) = X(t) - aX(t - s) ⇒ Z(t) has a normal distribution Z(t) ~ N(0, (1 - a²)t)

Y(t) = exp(-λt) Z(t) ⇒ Y(t) has a lognormal distribution Y(t) ~ log N(0, (1 - a²)t)

The probability density function of Y(t) is given by:

P[Y(t) < y] = P[log Y(t) < log y] = Φ[(log y - log(0)) / √((1 - a²)t)], where Φ is the cumulative distribution function of the standard normal distribution.

(b) Mean and autocovariance functions can be obtained as follows:

Mean = E[Y(t)] = E[exp(-λt) Z(t)] = E[exp(-λt) [X(t) - aX(t - s)]]

= exp(-λt) E[X(t)] - a exp(-λt) E[X(t - s)]

From the properties of the Wiener process, E[X(t)] = 0 for all t.

Therefore, Mean = - a exp(-λt) E[X(t - s)]

The autocovariance function is given by:

Cov(Y(t), Y(t + h)) = E[Y(t)Y(t + h)] - E[Y(t)]E[Y(t + h)]

= E[exp(-λt) Z(t) exp(-λ(t + h)) Z(t + h)] - exp(-λt) exp(-λ(t + h)) E[Z(t)] E[Z(t + h)]

= exp(-λt) exp(-λh) E[X(t) X(t + h)] - a exp(-λt) exp(-λ(t + h)) E[X(t) X(t + h - s)]

Let G(h) = E[X(t) X(t + h)] and G(h - s) = E[X(t) X(t + h - s)]

Then, Cov(Y(t), Y(t + h)) = exp(-λt) exp(-λh) G(h) - a exp(-λt) exp(-λ(t + h)) G(h - s)

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Answer:

The volume is 960 π in³.

Step-by-step explanation:

Formula: V = πr²h

Given:

r = 8 in

h = 15 in

Solve for the volume in terms of π in³

V = π (8in)²(15in)

V = π (64in²)(15in)

V = 960 π in³

the volume of the right circular cylinder is approximately 30159.2 cubic inches.

To calculate the volume of a right circular cylinder, you can use the formula:

[tex]V = \pi * r^2 * h[/tex]

Where:

V represents the volume

π is a mathematical constant approximately equal to 3.14159

r is the radius of the cylinder

h is the height of the cylinder

Given:

Radius (r) = 8 in

Height (h) = 15 in

Substituting these values into the formula, we can calculate the volume:

[tex]V = \pi * (8 in)^2 * 15[/tex] in

[tex]V = 3.14159 * 64 in^2 * 15[/tex] in

[tex]V = 30159.2 in^3[/tex]

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Answer:

5(2x+1)^2

Step-by-step explanation:

You're almost there
5 (1+4x+4x^2)  =  5(2x+1)(2x+1)
                         = 5 (2x+1)^2  

To determine the optimal quantity of labor that the firm should hire, we need to compare the marginal product of labor (MPL) with the wage rate. The firm should hire labor up to the point where the MPL equals the wage rate.

However, since the production function is not provided, we cannot calculate the MPL directly. Without the specific functional form of the production function, we cannot determine the exact optimal quantity of labor.

Therefore, none of the given options (a. 125, b. 1,250, c. 12,500, d. 15,625) can be determined as the correct answer without further information. The optimal quantity of labor will depend on the specific production function and the associated MPL at different levels of labor input.

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The function can be graphed by first identifying the midline, which is the vertical shift of 4 units up from the x-axis, and then plotting points based on the amplitude and period of the function.

The amplitude of the function f(x) = 5 sin[2 (x - 1)] + 4 is 5.

This is because the amplitude of a function is the absolute value of the coefficient of the trigonometric function.

Here, the coefficient of the sine function is 5, and the absolute value of 5 is 5.

The transformation that is taking place in this function is a vertical shift up of 4 units.

Therefore, the appropriate statement regarding the graph of the function is that it has an amplitude of 5 and a vertical shift up of 4 units.

The function can be graphed by first identifying the midline, which is the vertical shift of 4 units up from the x-axis, and then plotting points based on the amplitude and period of the function.

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Answer:

Hi

Step-by-step explanation:

Yes you're

But I used factorization method

The work done in stretching the spring from 20 cm to 50 cm is 11,250 n-cm.

Hooke’s Law states that the amount of deformation produced in a spring is proportional to the force applied to it. The equation that expresses Hooke’s Law is:

F = kxwhere F is the force applied to the spring, k is the spring constant, and x is the amount of deformation produced in the spring.

To determine the variable force in the spring problem, use Hooke's Law.

For the given problem, the force of 250 newtons stretches the spring 30 centimeters. So, the spring constant can be calculated by:k = F/x = 250 N/30 cm = 25/3 N/cm

Now, we need to find the amount of work done in stretching the spring from 20 cm to 50 cm. The work done in stretching the spring is given by the formula:W = (1/2)kx²

where W is the work done, k is the spring constant, and x is the displacement.

The spring is stretched by 50 – 20 = 30 cm.

So, substituting the values in the above formula:W = (1/2) (25/3) (30)²W = 11,250 n-cm

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We can conclude that x(1)/x(n) and x(n) are independent, as their joint pdf can be factored into the product of their marginal pdfs.

To prove that the random variables x(1)/x(n) and x(n) are independent, we need to show that their joint probability density function (pdf) can be factored into the product of their marginal pdfs.

Let's start by finding the joint pdf of x(1)/x(n) and x(n). Since the random variables X1, ..., Xn are i.i.d., their joint pdf is the product of their individual pdfs:

f(x₁, ..., xₙ) = f(x₁) [tex]\times[/tex] ... [tex]\times[/tex] f(xₙ)

We can express this in terms of the order statistics of X1, ..., Xn, denoted as X(1) < ... < X(n):

f(x₁, ..., xₙ) = f(X(1)) [tex]\times[/tex] ... [tex]\times[/tex] f(X(n))

Now, let's find the marginal pdf of x(1)/x(n).

To do this, we need to find the cumulative distribution function (CDF) of x(1)/x(n) and then differentiate it to get the pdf.

The CDF of x(1)/x(n) can be expressed as:

F(x(1)/x(n)) = P(x(1)/x(n) ≤ t) = P(x(1) ≤ t [tex]\times[/tex] x(n))

Using the fact that X(1) < ... < X(n), we can rewrite this as:

F(x(1)/x(n)) = P(X(1) ≤ t [tex]\times[/tex] X(n))

Since the random variables X1, ..., Xn are independent, we can express this as the product of their individual CDFs:

F(x(1)/x(n)) = F(X(1)) [tex]\times[/tex] F(X(n))

Now, we differentiate this expression to get the pdf of x(1)/x(n):

f(x(1)/x(n)) = d/dt [F(x(1)/x(n))] = d/dt [F(X(1)) [tex]\times[/tex] F(X(n))]

Using the chain rule, we can express this as:

f(x(1)/x(n)) = f(X(1)) [tex]\times[/tex] F(X(n)) + F(X(1)) [tex]\times[/tex] f(X(n))

Now, let's compare this with the joint pdf we obtained earlier:

f(x₁, ..., xₙ) = f(X(1)) [tex]\times[/tex]... [tex]\times[/tex] f(X(n))

We can see that the joint pdf is the product of the marginal pdfs of X(1) and X(n), which matches the form of the pdf of x(1)/x(n) we derived.

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The sum of squares of the residuals (SSR) is 3.25.

To answer part 2 of the question, we need to find the sum of squares of the residuals.

The residuals are the differences between the observed values of the dependent variable (y) and the predicted values obtained from the regression model.

In this case, the residuals are given as: 0.2, 0.3, -0.8, -0.8, -0.3, 0.4, 0.1, -0.1, -0.4, -0.7, 0.6, -0.1, -0.1, 0.3, 0.

To calculate the sum of squares of the residuals (SSR), we square each residual value and sum them up.

[tex]SSR = (0.2^2) + (0.3^2) + (-0.8^2) + (-0.8^2) + (-0.3^2) + (0.4^2) + (0.1^2) + (-0.1^2) + (-0.4^2) + (-0.7^2) + (0.6^2) + (-0.1^2) + (-0.1^2) + (0.3^2) + (0^2)[/tex]

SSR = 0.04 + 0.09 + 0.64 + 0.64 + 0.09 + 0.16 + 0.01 + 0.01 + 0.16 + 0.49 + 0.36 + 0.01 + 0.01 + 0.09 + 0

SSR = 3.25.

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The probability that either event will occur is 0.83

From the question, we have the following parameters that can be used in our computation:

Event A = 18

Event B = 12

Other Events = 6

Using the above as a guide, we have the following:

Total = A + B + C

So, we have

Total = 18 + 12 + 6

Evaluate

Total = 36

So, we have

P(A) = 18/36

P(B) = 12/36

For either events, we have

P(A or B) = 30/36 = 0.83

Hence, the probability that either event will occur is 0.83

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Here's the LaTeX representation of the given explanation:

To find the value of [tex]\(\tan(\theta)\)[/tex] , we can use the relationship between sine and tangent in quadrant II. In quadrant II, both sine and tangent are positive.

Given that [tex]\(\sin(\theta) = \frac{3\sqrt{10}}{10}\)[/tex] , we can use the Pythagorean identity \(\sin^2(\theta) + \cos^2(\theta) = 1\) to find \(\cos(\theta)\).

[tex]\(\sin^2(\theta) + \cos^2(\theta) = 1\)[/tex]

[tex]\(\left(\frac{3\sqrt{10}}{10}\right)^2 + \cos^2(\theta) = 1\)[/tex]

[tex]\(\frac{9}{10}\cdot\frac{10}{10} + \cos^2(\theta) = 1\)[/tex]

[tex]\(\frac{9}{10} + \cos^2(\theta) = 1\)[/tex]

[tex]\(\cos^2(\theta) = 1 - \frac{9}{10}\)[/tex]

[tex]\(\cos^2(\theta) = \frac{1}{10}\)[/tex]

[tex]\(\cos(\theta) = \pm\frac{\sqrt{10}}{10}\)[/tex]

Since [tex]\(\theta\)[/tex] is in quadrant II, cosine is negative. Therefore, [tex]\(\cos(\theta) = -\frac{\sqrt{10}}{10}\).[/tex]

Now, we can find the value of [tex]\(\tan(\theta)\) using the relationship \(\tan(\theta) = \frac{\sin(\theta)}{\cos(\theta)}\):[/tex]

[tex]\(\tan(\theta) = \frac{\frac{3\sqrt{10}}{10}}{-\frac{\sqrt{10}}{10}}\)[/tex]

[tex]\(\tan(\theta) = -3\)[/tex]

Therefore, the value of [tex]\(\tan(\theta)\)[/tex] in quadrant II is -3, which corresponds to option c.

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To compute P(0.5 ≤ x ≤ 1) using the given cumulative distribution function (cdf), we subtract the cdf value at x = 0.5 from the cdf value at x = 1.

The cumulative distribution function (cdf) is defined as F(x) = P(X ≤ x), where X represents the random variable. In this case, the cdf is given by:

F(x) =

0, if x < 0,

[tex]x^2[/tex]/4, if 0 ≤ x < 2,

1, if x ≥ 2.

To compute P(0.5 ≤ x ≤ 1), we need to evaluate F(1) - F(0.5). Plugging in these values into the cdf, we have:

F(1) =[tex]1^2[/tex]/4 = 1/4,

F(0.5) = [tex]0.5^2[/tex]/4 = 0.0625.

Therefore, P(0.5 ≤ x ≤ 1) = F(1) - F(0.5) = 1/4 - 0.0625 = 0.1875.

Hence, the probability of the checkout duration falling between 0.5 and 1 is 0.1875.

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Therefore, the body's speed at the end of the interval is -72 m/s, and the acceleration is [tex]-32 m/s^2.[/tex]

To find the body's speed and acceleration at the end of the interval, we need to differentiate the position function, s = f(t), with respect to time.

Given the position function:

[tex]s = -t^3 + 8t^2 - 8t[/tex]

Taking the derivative of s with respect to t will give us the velocity function, v(t), which represents the body's speed:

v(t) = d(s)/dt

[tex]= -3t^2 + 16t - 8[/tex]

Next, we can find the acceleration function, a(t), by taking the derivative of the velocity function:

a(t) = d(v)/dt

[tex]= d^2(s)/dt^2[/tex]

= -6t + 16

To find the speed and acceleration at the end of the interval, we substitute t = 8 into the velocity and acceleration functions:

Speed at the end of the interval (t = 8):

[tex]v(8) = -3(8)^2 + 16(8) - 8[/tex]

v(8) = -192 + 128 - 8

v(8) = -72 m/s

Acceleration at the end of the interval (t = 8):

a(8) = -6(8) + 16

a(8) = -48 + 16

[tex]a(8) = -32 m/s^2[/tex]

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Given the joint probability distribution is f(xy) = (x+y). where x = 0,1,2,3 and y = 0,1,2.To check whether the distribution is correct, we can use the method of double summation.

Summing up all the probabilities, we get:P = ∑ ∑ f(xy)This implies:P = f(0,0) + f(0,1) + f(0,2) + f(1,0) + f(1,1) + f(1,2) + f(2,0) + f(2,1) + f(2,2) + f(3,0) + f(3,1) + f(3,2)After substituting f(xy) = (x+y), we get:P = 0 + 1 + 2 + 1 + 2 + 3 + 2 + 3 + 4 + 3 + 4 + 5 = 28.The sum of probabilities equals 28, which is less than 1. Hence, the distribution is not a valid probability distribution. This is because the sum of probabilities of all possible events should be equal to 1.

Hence, we can conclude that the given joint probability distribution is not valid.

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Let the number of stamps that Callie has be represented by C.From the given statement, Jenna has 20 less than twice the number of stamps that Callie has. This can be represented mathematically as:J = 2C - 20This is because Jenna has 20 less than twice the number of stamps that Callie has.

That is, Jenna has twice the number of stamps that Callie has, less 20.Therefore, option A is the correct expression that represents the number of stamps that Jenna has since it is the same as the equation we derived above. Thus, the expression that represents the number of stamps that Jenna has is 2C - 20.

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0.1 is the expectation of X.

X is a random variable which takes on values of -1, 0, and 1 respectively. P(X=−1)=0.2, P(X=0)=0.5, P(X=1)=0.3.

Expectation is a measure of central tendency that shows the value that is expected to occur.

The formula for the expectation of a random variable is:

E(X) = ∑(xi * P(X=xi))

Here, the random variable is X which can take on the values -1, 0, and 1 with respective probabilities P(X= -1) = 0.2, P(X= 0) = 0.5, P(X = 1) = 0.3.

Substituting the values in the formula, we get:

E(X) = (-1)(0.2) + (0)(0.5) + (1)(0.3)

E(X) = -0.2 + 0.3

E(X) = 0.1

Therefore, the expectation of X is 0.1.

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Based on the information given, it should be noted that the sentences are modified below.

a. Across the hall from the fossils exhibit are the exhibits for insects and spiders.

b. Desperately poor in Japan, Sayuri becomes a successful geisha after growing up.

c. What caused Mount St. Helens to erupt is interesting to consider. Researchers believe that a series of earthquakes in the area was a contributing factor.

d. Ice cream typically contains 10 percent milk fat, but premium ice cream may contain up to 16 percent milk fat and has considerably less air in the product.

e. If home values climb, the economy may recover more quickly than expected.

Looking wearily into the cameras of US government photographers, the Dust Bowl farmers represented the harshest effects of the Great Depression..

The Trans Alaska Pipeline, which was completed in 1977, has moved more than fifteen billion barrels of oil since then.

Habitually, Mr. Guo dresses in loose clothing and canvas shoes for his wushu workout.

Strategically placed throughout a firefighter training maze are a number of obstacles.

Ian McKellen is a British actor. He made his debut in 1961 and was knighted in 1991. He played Gandalf in the movie trilogy The Lord of the Rings.

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The Extreme Value Theorem states that if a function f(x) is continuous on a closed interval [a, b], then f(x) has both a minimum value and a maximum value on that interval.

Therefore, we can find the absolute maximum or minimum value of a continuous function on a closed interval by evaluating the function at the critical points and at the endpoints of the interval.Since the given function f(x) = x² - 4 is continuous on the closed interval [–3, 0] and the open interval (0, 2], we need to evaluate the function at the critical points and endpoints of these intervals and then compare the values to determine the absolute maximum value.

Let's begin by finding the critical points of the function f(x) = x² - 4. To do this, we will need to find the values of x for which the derivative of the function is zero.f'(x) = 2xSetting f'(x) = 0, we get:2x = 0x = 0Therefore, the only critical point of the function is x = 0.Now, let's evaluate the function at the critical point and endpoints of the intervals to find the absolute maximum value:f(–3) = (–3)² – 4 = 5f(0) = 0² – 4 = –4f(2) = 2² – 4 = 0The absolute maximum value is 5, which occurs at x = –3.

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The slope of the given equation is 14x, so the answer is not listed in the choices given.

The slope of the given equation y = 7x² can be calculated using the formula y = mx + b, where "m" is the slope and "b" is the y-intercept.Let's find the slope of the equation y = 7x²: y = 7x² can be written in the form of y = mx + b, where m is the slope and b is the y-intercept. Thus, we have;  y = 7x² can be written as y = 7x² + 0, which is in the form of y = mx + b. Therefore, the slope of the equation y = 7x² is 14x. Therefore, the slope of the given equation is 14x, so the answer is not listed in the choices given.

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We can reject the null hypothesis, and we have sufficient evidence to conclude that at least one population mean weight of tomatoes produced by each condition is different.

The null hypothesis and alternative hypothesis Null hypothesis, H0: All population means of tomato weight from each soil cover condition are the same. The alternative hypothesis, H1: At least one population mean weight of tomatoes produced by each condition is different.

Test statistic The null hypothesis and alternative hypothesis for the given claim is given by,

Null Hypothesis, H0: All population means of tomato weight from each soil cover condition are the same.

Alternative Hypothesis, H1:  At least one population mean weight of tomatoes produced by each condition is different.

Test Statistic, ANOVA table Source DF SS MS F P-value Among Groups (Ssb) 4 97479936 24369984 14.8267 2.08428E-08 Within Groups (Ssw) 65 219990308 3384461 Total (Sst) 69 317470244

The ANOVA table provides the source of variation, degrees of freedom (DF), sum of squares (SS), mean squares (MS), F-ratio, and p-value. With the help of this table, we can easily test the null hypothesis whether all population means of tomato weight from each soil cover condition are the same or not.

The calculated F-ratio is 14.83. The p-value is 2.08 × 10⁻⁸ which is less than the level of significance (α = 0.05).

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3% of all flights take Route R1 and pay for an in-flight movie. "Route" is a term commonly used to refer to a designated path or course taken to reach a specific destination or to navigate from one location to another.

To find the percentage of flights that take Route R1 and pay for an in-flight movie, we need to calculate the product of the percentage of flights that take Route R1 and the percentage of those flights that pay for an in-flight movie.

Step 1: Calculate the percentage of flights that take Route R1 and pay for an in-flight movie:

Percentage of flights that take Route R1 and pay for an in-flight movie = (Percentage of flights that take Route R1) * (Percentage of those flights that pay for an in-flight movie)

Step 2: Substitute the given values into the equation:

Percentage of flights that take Route R1 and pay for an in-flight movie = (10% of all flights) * (30% of flights that take Route R1)

Step 3: Calculate the result:

Percentage of flights that take Route R1 and pay for an in-flight movie = (10/100) * (30/100) = 3/100 = 3%

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Given that δijk, j = 420 inches, k = 550 inches and ∠i=27°. We need to find the area of δijk, to the nearest square inch. To find the area of δijk, we need to use the formula for the area of a triangle which is given as: A = (1/2) × b × h Where b is the base and h is the height of the triangle.

So, first we need to find the length of the base b of the triangle δijk.In Δijk, we have: j = 420 inches k = 550 inches and ∠i = 27°We know that: tan ∠i = opposite side / adjacent side= ij / j⇒ ij = j × tan ∠iij = 420 × tan 27°≈ 205.45 inches Now we can find the area of the triangle using the formula for the area of a triangle. A = (1/2) × b × h Where h = ij = 205.45 inches and b = k = 550 inches∴ A = (1/2) × b × h= (1/2) × 550 × 205.45= 56372.5≈ 56373 sq inches Hence, the area of the triangle δijk is approximately equal to 56373 square inches.

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The missing value required to complete the probability distribution is 2, and the standard deviation for the given probability distribution is approximately 1.034. This means that the data points in the distribution have an average deviation from the mean of approximately 1.034 units.

To determine the missing value and calculate the standard deviation for the probability distribution, we need to determine the probability for the missing value.

Let's denote the missing probability as P(2). Since the sum of all probabilities in a probability distribution should equal 1, we can calculate the missing probability:

P(0) + P(1) + P(2) = 0.07 + 0.2 + P(2) = 1

Solving for P(2):

0.27 + P(2) = 1

P(2) = 1 - 0.27

P(2) = 0.73

Now we have the complete probability distribution:

x  |  P(x)

---------

0  |  0.07

1  |  0.2

2  |  0.73

To compute the standard deviation, we need to calculate the variance first. The variance is given by the formula:

Var(X) = Σ(x - μ)² * P(x)

Where Σ represents the sum, x is the value, μ is the mean, and P(x) is the probability.

The mean (expected value) can be calculated as:

μ = Σ(x * P(x))

μ = (0 * 0.07) + (1 * 0.2) + (2 * 0.73) = 1.46

Using this mean, we can calculate the variance:

Var(X) = (0 - 1.46)² * 0.07 + (1 - 1.46)² * 0.2 + (2 - 1.46)² * 0.73

Var(X) = 1.0706

Finally, the standard deviation (σ) is the square root of the variance:

σ = √Var(X) = √1.0706 ≈ 1.034 (rounded to the nearest hundredth)

Therefore, the missing value to complete the probability distribution is 2, and the standard deviation is approximately 1.034.

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Here's the LaTeX representation of the given explanation:

To find the equation of the tangent plane to the surface at the point [tex]\((1, 3, -4)\)[/tex] , we need to find the partial derivatives of the given surface equation with respect to [tex]\(x\)[/tex] and [tex]\(y\).[/tex]

Given surface equation: [tex]\(z = 8x^2 y^2 - 7y\)[/tex]

Partial derivative with respect to [tex]\(x\)[/tex] :

[tex]\(\frac{{\partial z}}{{\partial x}} = 16xy^2\)[/tex]

Partial derivative with respect to [tex]\(y\)[/tex] :

[tex]\(\frac{{\partial z}}{{\partial y}} = 16x^2y - 7\)[/tex]

Now, we can use these partial derivatives to find the equation of the tangent plane. The equation of a plane can be written as:

[tex]\(z - z_0 = \frac{{\partial z}}{{\partial x}}(x - x_0) + \frac{{\partial z}}{{\partial y}}(y - y_0)\)[/tex]

where [tex]\((x_0, y_0, z_0)\)[/tex] is the point on the surface [tex]\((1, 3, -4)\)[/tex] at which we want to find the tangent plane.

Substituting the values, we have:

[tex]\(z - (-4) = (16xy^2)(x - 1) + (16x^2y - 7)(y - 3)\)[/tex]

Simplifying this equation, we get:

[tex]\(z + 4 = 16xy^2(x - 1) + 16x^2y(y - 3) - 7(y - 3)\)[/tex]

Expanding and collecting like terms, we have:

[tex]\(z + 4 = 16x^2y^2 - 16xy^2 + 16x^2y - 48x^2y - 7y + 21\)[/tex]

Combining like terms, we get:

[tex]\(z + 4 = 16x^2y^2 - 16xy^2 - 32x^2y - 7y + 21\)[/tex]

Finally, rearranging the equation to the standard form of a plane, we have:

[tex]\(16x^2y^2 - 16xy^2 - 32x^2y - 7y + z - 25 = 0\)[/tex]

So, the equation of the tangent plane to the given surface at the point [tex]\((1, 3, -4)\)[/tex] is [tex]\(16x^2y^2 - 16xy^2 - 32x^2y - 7y + z - 25 = 0\).[/tex]

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Given equation: x² - 14x + 40 = 0We need to rewrite the equation by completing the square.Now, we will follow these steps to complete the square.

Step 1: Write the equation in the form of ax² + bx = c. x² - 14x = -40Step 2: Divide both sides of the equation by the coefficient of x². x² - 14x + (49) = -40 + 49 + (49)Step 3: Write the left-hand side of the equation as a perfect square trinomial. (x - 7)² = 9The equation is now in the form of (x - 7)² = 9.

We can write this equation in the form of (x + a)² = b by making some changes. (x - 7)² = 9 ⇒ (x + (-7))² = 3²Hence, the rewritten equation by completing the square is (x - 7)² = 9 which can also be written in the form of (x + (-7))² = 3².

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It would take 8.5 seconds to travel a distance of 425 meters at a rate of 50 m/s.

Speed is simply referred to as distance traveled per unit time.

It is expressed mathematically as;

Speed = Distance / Time

Given that;

Distance traveled = 425 meters

Speed / rate = 50 m/s

Time taken = ?

Plugging the given values into the formula above and solve for time:

Speed = Distance / Time

Speed × Time = Distance

Time = Distance / Speed

Time = 425 / 50

Time = 8.5 s

Therefore, the time taken is 8.5 second.

Option A) 8.5 s is the correct answer.

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The principal is the initial amount of money borrowed for a loan. Therefore, if Dale took out a $250,000 loan to buy a home, then the principal is $250,000. The correct option is B.

A loan is a financial agreement in which a lender provides money to a borrower in exchange for the borrower's agreement to repay the money, typically with interest, over a certain period of time. The amount of money borrowed is known as the principal.

The interest rate is the percentage of the principal that is charged as interest, and the loan repayment period is the length of time over which the loan is repaid.

Dale took out a $250,000 loan to buy a home. This means that the principal amount of the loan is $250,000. The interest rate and the length of the loan repayment period will depend on the terms of the loan agreement that Dale made with the lender.

For example, if Dale agreed to repay the loan over a 30-year period with a fixed interest rate of 4%, he would make monthly payments of approximately $1,193.54. Over the life of the loan, he would pay a total of approximately $429,674.11, which includes both the principal and the interest. The correct option is B.

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The probability of using 5 spare parts in a week is approximately 0.1755.

We know that Poisson probability mass function is given as:

P (X = x) = (e-λ λx) / x!, where x is the number of successes in the Poisson experiment, and λ is the average rate of successes per interval (or rate parameter).

a) Probability of using 5 spare parts in a week is given as:

P(X = 5)

= (e^(-5) * 5^5) / 5!

≈ 0.1755 (rounded to four decimal places)

a) The probability of using 5 spare parts in a week is approximately 0.1755.

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The correct option is: A) The winning time increased by an average of 0.4 second per year from year 2 to year 4.

To find the average rate of change from year 2 to year 4, we need to calculate the difference in winning time divided by the difference in years.

The winning time in year 2 is 28.4 seconds, and the winning time in year 4 is 29.2 seconds. The difference in winning time is 29.2 - 28.4 = 0.8 seconds.

The difference in years is 4 - 2 = 2 years.

Now, we can calculate the average rate of change:

Average rate of change = (difference in winning time) / (difference in years)

= 0.8 seconds / 2 years

= 0.4 seconds per year

Therefore, the average rate of change from year 2 to year 4 is 0.4 seconds per year.

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