HURRY UP Please answer this question

A box plot shows the minimum, maximum, median, and any outliers of a data set. It does not show individual values in the data set. Therefore, options A, C, D, and E are the correct answers.

A box plot is a graphical representation of a data set that displays the median, individual values, outliers, minimum, and maximum of the data set.

The box plot is created by drawing a box from the lower quartile, or the 25th percentile, to the upper quartile, or the 75th percentile, with a line in the middle of the box representing the median of the data set.

The individual values in the data set are represented by dots, marks, or lines outside of the box. Outliers, or values that are significantly different from the rest of the set, are also represented outside of the box. T

he minimum and maximum of the data set are typically represented by either a line or a dot outside of the box.

Therefore, options A, C, D, and E are the correct answers.

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Therefore, there are 176,851,200 combination to award the prizes if there are no restrictions.

If there are no restrictions on how the prizes are awarded, we can use the formula for combinations with repetition to calculate the number of ways to award the prizes. Specifically, we want to choose 4 winners from 100 participants, where order does not matter and each winner can win multiple prizes.

The formula for combinations with repetition is:

(n + r - 1) choose r = (n + r - 1) / (r! * (n - 1)!)

where n is the number of objects to choose from (100 in this case), and r is the number of objects to choose (4 in this case).

Using this formula, we can calculate the number of ways to award the prizes as:

(100 + 4 - 1) choose 4 = (103 choose 4)

= (103 * 102 * 101 * 100) / (4 * 3 * 2 * 1)

= 176,851,200

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If you are told N = 25 and K = 5, the degrees of freedom (df) you would use is 4 and 20. So the option B is correct.

The degrees of freedom (df) used in a statistical test is equal to the number of observations (N) minus the number of parameters estimated (K). In this case, N = 25 and K = 5, so the df = 25 - 5 = 20.

This means that 20 of the observations are free to vary independently, while the remaining 5 are used to estimate the parameters needed for the test.

This df is used to calculate the critical values of a test statistic, which in turn are used to determine the significance of a result.

From the question we have

N = 25 and K = 5

So the degree of freedom should be

df(between) = k - 1

df(between) = 5 - 1

df(between) = 4

And

df(Error) = N - k

df(Error) = 25 - 5

df(Error) = 20

So the option B is correct.

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The finite collection of subsets A1, A2,..., An belongs to an algebra F0 if it is closed under finite unions, finite intersections, and complementation.

An algebra, F0, is a collection of subsets of a set S with three key properties:

1. S is in F0.
2. If A is in F0, then its complement, is also in F0.
3. If A1, A2,..., An are in F0, then their finite union, A1∪A2∪...∪An, and finite intersection, A1∩A2∩...∩An, are in F0.

For A1, A2,..., An to belong to the algebra F0, they must satisfy these properties. In other words, for each subset Ai (1 ≤ i ≤ n), Ai and its complement must be in F0, and any finite union or intersection of these subsets must also be in F0. By fulfilling these conditions, A1, A2,..., An form a finite collection of subsets in the algebra F0.

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a.) Since y1 = (1/6) * y2 on (0,1), the functions are linearly dependent on (0,1).
b.) Since y1 cannot be expressed as a constant multiple of y2 on (0,1), the functions are linearly independent on (0,1).

To determine whether the functions y1 and y2 are linearly dependent on the interval (0,1):

a.) Given y1 = 2 cos^2(t) - 1 and y2 = 6 cos(2t), let's check if they are linearly dependent on the interval (0,1). Notice that cos(2t) = 2cos^2(t) - 1. Therefore, we can rewrite y1 as y1 = cos(2t). Now we can see that y1 = (1/6) * y2 on (0,1), so the functions are linearly dependent on (0,1).

b.) Given y1 = cot^2(t) - csc^2(t) and y2 = 5, let's check if they are linearly dependent on the interval (0,1). There is no constant value that we can multiply y2 by to get y1, since y1 depends on t and y2 does not. Therefore, the functions are linearly independent on (0,1).

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Answer:

  dw/dt = -cos(t)(2sin(t) +1)

Step-by-step explanation:

You want dw/dt for w = x² -y and x = cos(t), y = sin(t).

  w' = 2xx' -y' . . . . . . derivative with respect to t

  w' = 2cos(t)(-sin(t)) -cos(t) . . . . . substitute given relations

  dw/dt = -cos(t)(2sin(t) +1)

Answer:

x = -2.

Zoe used the Addition and Division Properties

Step-by-step explanation:

[tex]3x - 4 = - 10\\3x -4 + 4= -10 + 4 (Addition Property)\\3x = -6\\3x/3 = -6/3 (Division Property)\\x = -2[/tex]

The sequence converges, and the limit is 11/9, which is not among the given options (a, b, c, d, or e).

Based on the given sequence, we can see that the numerator (11n-1) and denominator (9n+2) both approach infinity as n approaches infinity. Thus, we can use L'Hopital's Rule to evaluate the limit:
lim (n→∞) [(11n-1)/(9n+2)]
= lim (n→∞) [(11/(9))]  (by applying L'Hopital's Rule)
= 11/9
Therefore, the sequence converges to 11/9 as n approaches infinity. Thus, the answer is b) converges to 11/9.
It seems like you are asking about the convergence of the sequence an = (11n - 1)/(9n + 2). To determine if it converges as n → ∞, we can analyze the terms in the sequence.
As n grows large, the dominant terms are 11n in the numerator and 9n in the denominator. Therefore, we can rewrite the sequence as an = (11n)/(9n), which simplifies to an = (11/9)n.
Now, we can easily see that as n → ∞, the sequence converges to a constant value. To find the limit, we can take the ratio of the coefficients:
Limit (an) = 11/9.
Therefore, the sequence converges, and the limit is 11/9, which is not among the given options (a, b, c, d, or e).

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The final expression of integral ∫(x²+1)/[(x-5)(x-4)²] dx  is

= -1/9 ln|x-4| - 1/9(x-4)⁻¹ + C

To evaluate the integral ∫(x²+1)/[(x-5)(x-4)²] dx, we can use partial fraction decomposition and then integrate each term separately:

First, we decompose the rational function into partial fractions:

(x²+1)/[(x-5)(x-4)²] = A/(x-5) + B/(x-4) + C/(x-4)²

Multiplying both sides by the denominator and simplifying, we get:

x² + 1 = A(x-4)²+ B(x-5)(x-4) + C(x-5)

Expanding the right-hand side and equating coefficients, we get:

Therefore, the partial fraction decomposition of the rational function is:

(x²+1)/[(x-5)(x-4)²] = -1/9/(x-4) + 1/9/(x-4)²

The integral now becomes:

∫(x²+1)/[(x-5)(x-4)²] dx = -1/9∫1/(x-4) dx + 1/9∫1/(x-4)² dx

Integrating each term separately, we get:

where C1 and C2 are constants of integration.

Substituting these values back into the original integral, we get:

∫(x²+1)/[(x-5)(x-4)²] dx = -1/9ln|x-4| + 1/9(-1/(x-4)) + C

Simplifying further, we get:

∫(x²+1)/[(x-5)(x-4)²] dx = -1/9 ln|x-4| - 1/9(x-4)⁻¹ + C

where C is a constant of integration.

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The given statement, "Spearman's rank order correlation coefficient may assume a value from -1 to +1" is true.

Spearman's rank-order correlation coefficient is a statistical metric that is used to determine the degree and direction of a link between two variables. The coefficient can have a value ranging from -1 to +1, with -1 being a fully negative correlation, 0 representing no connection, and +1 representing a perfectly positive correlation. A -1 correlation indicates that when one variable grows, the other variable declines, whereas a +1 correlation indicates that as one variable increases, the other variable increases as well.

A correlation value of 0 shows that the two variables have no linear relationship. The coefficient is calculated by ranking the values of each variable and then calculating the differences between the ranks for each observation, and then applying a formula to calculate the coefficient.

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The answer is (B) converges, since the terms alternate.

The Alternating Series Test states that if the following conditions are met, the series converges:

The absolute value of the terms a_n approaches zero as n approaches infinity.

The terms of the series are alternately positive and negative (i.e., the series is an alternating series).

The absolute value of the terms is decreasing (i.e., |a_n+1| < |a_n| for all n).

The series Σ (-1)^n/(n^2 + 7) can be tested for convergence using the Alternating Series Test.

The terms of the series alternate in sign and the absolute value of each term is decreasing, since:

|a(n+1)| = 1/((n+1)^2 + 7) < 1/(n^2 + 7) = |an|

Also, lim n->∞ an = 0.

Therefore, the series converges by the Alternating Series Test.

The answer is (B) converges, since the terms alternate.

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The value of the integral is π/16 - (π/4sqrt(2)).

To convert the integral to polar coordinates, we need to express x and y in terms of r and θ. The region of integration is the area under the curve √(4-x^2), which is a semicircle with radius 2 centered at the origin, and above the x-axis. This region can be described as:

0 ≤ θ ≤ π (since we are integrating over the upper semicircle)

0 ≤ r ≤ 2cos(θ) (since r ranges from 0 to 2 and x = rcos(θ))

So, the integral in polar coordinates becomes:

∫(from θ=0 to π) ∫(from r=0 to 2cos(θ)) √(4-r^2cos^2(θ)) e^(-r^2) r dr dθ

To evaluate this integral, we first integrate with respect to r:

∫(from θ=0 to π) [- e^(-r^2)/2 √(4-r^2cos^2(θ))] (from r=0 to 2cos(θ)) dθ

= ∫(from θ=0 to π) [- (1/2) e^(-4cos^2(θ)) + (1/2) e^(-r^2)cos^2(θ)] dθ

We can now integrate with respect to θ:

= [- (1/2) ∫(from θ=0 to π) e^(-4cos^2(θ)) dθ] + [(1/2) ∫(from θ=0 to π) e^(-r^2)cos^2(θ) dθ]

The first integral is a bit tricky, but can be evaluated using a well-known result from calculus called the Gaussian integral:

∫(from θ=0 to π) e^(-4cos^2(θ)) dθ = π/2sqrt(2)

For the second integral, we use the fact that cos^2(θ) = (1/2)(1+cos(2θ)):

(1/2) ∫(from θ=0 to π) e^(-r^2)cos^2(θ) dθ = (1/4) ∫(from θ=0 to π) e^(-r^2)(1+cos(2θ)) dθ

= (1/4) [∫(from θ=0 to π) e^(-r^2) dθ + ∫(from θ=0 to π) e^(-r^2)cos(2θ) dθ]

The first integral evaluates to π/2, while the second integral evaluates to 0 (since the integrand is an odd function of θ). Therefore:

(1/2) ∫(from θ=0 to π) e^(-r^2)cos^2(θ) dθ = (1/8) π

Substituting these results back into the original integral, we get:

integral^2_-2 integral √(4-x^2) e-x^2-y^2 dy dx = [- (1/2) (π/2sqrt(2))] + [(1/2) (1/8) π]

= - (π/4sqrt(2)) + (π/16)

= π/16 - (π/4sqrt(2))

So the value of the integral is π/16 - (π/4sqrt(2)).

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The two nonparallel vectors and the coordinates of a point in the plane with parametric equations is a = <2, 1, -1> = 2i + j -k and

b = <3, -5, 2> = 3i -5j + 2k.

Geometrical objects with magnitude and direction are called vectors. A line with an arrow pointing in its direction can be used to represent a vector, and the length of the line corresponds to the vector's magnitude. As a result, vectors are shown as arrows and have starting and ending points. It took 200 years for the idea of vectors to develop. Physical quantities like displacement, velocity, acceleration, etc. are represented by vectors.

Additionally, the development of the field of electromagnetic induction in the late 19th century marked the beginning of the use of vectors. For a better understanding, we will explore the concept of vectors in this section along with their characteristics, formulae, and operations while utilising solved examples.

r(s, t) = < x, y, z> = < 2s+3t, s-5t, -s+2t >

r(s, t) = < x, y, z> = < 0+2s+3t, 0+s-5t, 0-s+2t >

r(s, t) = < x, y, z> = < 0+0+0, s(2, 1, -1), t(3, -5, 2) >

In parametric form for following:

a = <2, 1, -1> = 2i + j -k

b = <3, -5, 2> = 3i -5j + 2k

and point P([tex]x_0,y_0,z_0[/tex]) = P(0, 0, 0)

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Answer:

7,000 pounds

Step-by-step explanation:

One ton = 2,000 lbs

2,000 x 3.5 = 7,000

Answer: 7000 pounds I tried my best

Step-by-step explanation:

The Mean of the data is 87 secs. The Median is 99 secs.

The Range is 56 secs.

Given the data set for the number of secs that Braden ran in the 200-meter dash as: 56 sec, 99 sec, 112 sec, 56 sec, and 112 sec, first, order the data from lowest to highest.

56, 56, 99, 112, 112

Mean = sum of all data / number of data set = 435/5 = 87 secs.

Median = the middle data value which is 99 secs.

Mode = most appeared data value, thus, there is none that appeared the most. It means there is no mode.

Range = highest data value - lowest data value

= 56 secs.

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Answer:

5 9/16 or 5.5625

Step-by-step explanation:

To solve make the denominator the same by multiplying

4x4=16 and multiply the numerator by the same amount 3x4=12 so 12/16

Lastly, solve with subtraction.

Answer: The correct answer for this is 5 8/16 which is a mixed fraction.

Step-by-step explanation: Since it is a mixed fraction, we first convert both the terms into improper fractions and then carry out the operation.

on solving mixed fractions we get 31/4 - 35/16

Then we further solve this to get 189/ 16 which is an improper fraction.

Then we convert this into mixed fraction: 5 8/16 (answer)

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The given sequence an = 4ne(-7n) is decreasing and bounded.

To determine whether the sequence is increasing, decreasing, or not monotonic, and if it's bounded or not, let's consider the given sequence: an = 4ne(-7n).

First, we need to find the behavior of the sequence as n increases. To do this, let's analyze the derivative of the function f(n) = 4ne^(-7n) with respect to n.

f'(n) = 4[e(-7n) - 7ne(-7n)].

Now, let's analyze the signs of f'(n) to determine if the sequence is increasing or decreasing:

1. When n > 0, e(-7n) is always positive, but as n increases, its value decreases.
2. For 7ne(-7n), the product of 7n and e(-7n) is always positive when n > 0, but as n increases, the product's value also decreases.

Since f'(n) is positive for n > 0 and decreases as n increases, the sequence is decreasing.

Now, let's analyze if the sequence is bounded:

1. Lower bound: Since the sequence is decreasing, and the values of the function are always positive, the lower bound is 0.
2. Upper bound: Since the sequence is decreasing, the highest value is at n = 1. So, the upper bound is 4e(-7).

Since the sequence has both lower and upper bounds, it is bounded.

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To find a point estimate of the mean from the given data set, we simply take the average of the sample values.

To find the mean of a data set, you need to add up all the values in the data set and then divide the total by the number of values in the data set.

The formula for the mean is:

Step 1: Add the sample values. 14 + 20 + 22 + 26 + 33 = 115

Step 2: Divide the sum of the sample values by the number of observations (n = 5).

115 ÷ 5 = 23

The point estimate of the mean for the simple random sample of 5 observations from the 400-element population is 23.

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Answer:

y = (x-3)² - 16

Step-by-step explanation:

(x-3)² = x²-6x +9

so to get to the original function you'll need to - 16

The derivative of y = (x + 3)(11√x+5) using the product rule is f'(x) = u(x).v'(x) + v(x).u'(x) = (x + 3).11/2 x^-1/2 + (11√x+5).1.

To use the product rule, we must first identify the two functions being multiplied together, which in this case are (x + 3) and (11√x+5).

Next, we must find the derivative of each function. The derivative of (x + 3) is simply 1, and the derivative of (11√x+5) is (11/2)x^(-1/2).

Using the product rule, we then multiply the first function by the derivative of the second function and add that to the second function multiplied by the derivative of the first function. This gives us the derivative of the entire function, which is (x + 3)(11/2)x^(-1/2) + (11√x+5)(1).

Simplifying this expression, we get f'(x) = (11/2)(x + 3)x^(-1/2) + 11√x+5.

In summary, the derivative of y = (x + 3)(11√x+5) using the product rule is f'(x) = (x + 3)(11/2)x^(-1/2) + (11√x+5)(1).

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The coordinates of point Y after a rotation by 180 degrees is (-3, 6)

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

Y = (3, -6)

The transformation is given as

Rotation by 180 degrees

Mathematically, this can be expressed as

(x, y) = (-x, -y)

Substitute the known values in the above equation, so, we have the following representation

Y' = (-3, 6)

Hence, the image of the point is (-3, 6)

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The value of surface area of the pyramid is 1/8yd² (option a).

To find the surface area of a square pyramid, we need to add up the area of all its faces.

In this case, we can see from the net that the two equal sides of each triangular face are each 1/2 yard long, and the height of the pyramid is also 1/2 yard. Therefore, the length of the hypotenuse of each triangular face is given by the square root of (1/2)² + (1/2)² = √(2)/2 yards.

The area of each triangular face can be found by multiplying the length of the base (which is also 1/2 yard) by the height (which is 1/2 yard) and then dividing by 2, since the area of a triangle is given by 1/2 times the base times the height.

Therefore, the area of each triangular face is (1/2 x 1/2)/2 = 1/8 square yards.

Since the pyramid has four triangular faces, the total area of all the triangular faces is 4 times 1/8 square yards.

Hence the correct option is (a).

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If X is a continuous random variable having the probability density:

f(x)={2(x−1) 1 0 elsewhere then the variance of X is 1/6.

To find the variance of X, we need to use the formula:

Var(X) = [tex]E(X^2)[/tex] - [tex][E(X)]^2[/tex]

To find the expectation E(X) and E(X^2) for the continuous random variable X with the given probability density function (pdf), we integrate the respective expressions over the entire support of the random variable.

Given the pdf:

f(x) = { 2(x - 1), 1, 0 elsewhere }

We can calculate E(X) as follows:

E(X) = ∫x*f(x) dx

      = ∫x*2(x - 1) dx

      = 2∫([tex]x^2[/tex] - x) dx

      = 2[([tex]x^3[/tex]/3) - ([tex]x^2[/tex]/2)] evaluated from 0 to 1

      = 2[(1/3) - (1/2) - (0 - 0)]

      = 2[(1/3) - (1/2)]

      = 2[-1/6]

      = -1/3

Similarly, we can calculate E(X^2) as follows:

E(X^2) = ∫[tex]x^2[/tex]*f(x) dx

         = ∫[tex]x^2[/tex]*2(x - 1) dx

         = 2∫([tex]x^3[/tex] - [tex]x^2[/tex]) dx

         = 2[([tex]x^4[/tex]/4) - ([tex]x^3[/tex]/3)] evaluated from 0 to 1

         = 2[(1/4) - (1/3) - (0 - 0)]

         = 2[(1/4) - (1/3)]

         = 2[1/12]

         = 1/6

Therefore, the expectation E(X) is -1/3 and E(X^2) is 1/6 for the given continuous random variable X with the specified pdf.

Therefore, the variance of X is 1/6.

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The derivatives of the following functions are

1. Derivative of the f(x) = log8(x) is f'(x) = (1 / x) * (1 / ln(8)).

2. Derivative of the h(x) = log5(x + 9) is h'(x) = (1 / (x + 9)) * (1 / ln(5)).

3. Derivative of the h(x) = e^x^8 − x + 3 is h'(x) = e^(x^8 - x + 3) * (8x^7 - 1).

4. Derivative of the g(x) = 2^x is g'(x) = 2^x * ln(2).

1. For the function f(x) = log8(x), find its derivative:
To find the derivative of f(x) with respect to x, we can use the change of base formula for logarithms and the chain rule:
f(x) = log8(x) = ln(x) / ln(8)
f'(x) = (1 / x) * (1 / ln(8))

2. For the function h(x) = log5(x + 9), find its derivative:
Similar to the previous function, use the change of base formula and the chain rule:
h(x) = log5(x + 9) = ln(x + 9) / ln(5)
h'(x) = (1 / (x + 9)) * (1 / ln(5))

3. For the function h(x) = e^(x^8 − x + 3), find its derivative:
Apply the chain rule:
h'(x) = e^(x^8 - x + 3) * (8x^7 - 1)

4. For the function g(x) = 2^x, find its derivative:
Use the exponential rule and the chain rule:
g'(x) = 2^x * ln(2)

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The given statement, "The sampling distribution of a single proportion is approximately normal if the number of successes or the number of failures is greater than or equal to 10" is True.

The sampling distribution of a single proportion is approximately normal if the sample size is large enough and the number of successes or the number of failures is greater than or equal to 10. This is known as the normal approximation of the binomial distribution.

The normal approximation to the binomial distribution is based on the central limit theorem, which states that as the sample size increases, the sampling distribution of the sample means approaches a normal distribution, regardless of the shape of the population distribution. In the case of the binomial distribution, the sample mean is the proportion of successes, and as the sample size increases, the sampling distribution of the sample proportion approaches a normal distribution.

When the number of successes or the number of failures is less than 10, the normal approximation to the binomial distribution may not be valid, and alternative methods, such as the exact binomial distribution or the Poisson approximation, may need to be used.

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The value of x on solving the given problems are

a. X+7x+10x = 20 x(0) = 5 (0) = 3 ; x= 0

b. 5x+20t + 20x = 28 x(0) = 5 (0) = 8; x = (28=20t)/25

c..f + 16x = 144 x() = 5X(0) = 12; x= (144-f)/16

d.X+6f+34x = 68 x(0) = 5x10) = 7; x= (68-6f)/35

a. To solve for x, we first need to combine like terms: a·X + 7x + 10x = 20x. Simplifying this equation gives us 18x = 20x - we subtracted 7x and 10x from both sides. To isolate x, we need to subtract 20x from both sides as well, giving us -2x = 0. Finally, we divide both sides by -2 to solve for x, which gives us x = 0.
b. Similar to part a, we need to combine like terms first: 5x + 20t + 20x = 28. Simplifying this equation gives us 25x + 20t = 28. To isolate x, we need to subtract 20t from both sides, giving us 25x = 28 - 20t. Finally, we divide both sides by 25 to solve for x, which gives us x = (28 - 20t)/25.
c. To solve for x, we need to isolate it by itself. We can start by subtracting f from both sides: 16x = 144 - f. Finally, we divide both sides by 16 to solve for x, which gives us x = (144 - f)/16.
d. Similar to parts a and b, we need to combine like terms first: x + 6f + 34x = 68. Simplifying this equation gives us 35x + 6f = 68. To isolate x, we need to subtract 6f from both sides, giving us 35x = 68 - 6f. Finally, we divide both sides by 35 to solve for x, which gives us x = (68 - 6f)/35.

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(a) The closest z-value to 0.2119 is -0.81, so c = -0.81.

(b) The closest z-value to 0.9515 is 1.43, so c = 1.43 or -1.43.

(c) The closest z-value to 0.9948 is 2.62, so c = 2.62.

(d) The closest z-value to 0.2546 is -0.53, so c = 0.53 or -0.53.

(a) For a standard normal distribution, we can find the value of c such that P(z < c) = 0.2119 using a standard normal distribution table or calculator. From the table, we can see that the closest probability value to 0.2119 is 0.2119 = 0.5893 - 0.3771.

This corresponds to z = -0.81 (the closest z-value to 0.2119 is -0.81), so c = -0.81.

(b) For a standard normal distribution, we can find the value of c such that P(-c < z < c) = 0.9030 using symmetry.

Since the distribution is symmetric about the mean, P(-c < z < c) = 2P(z < c) - 1 = 0.9030. Solving for P(z < c), we get P(z < c) = (1 + 0.9030)/2 = 0.9515.

From the standard normal distribution table or calculator, we find that the closest probability value to 0.9515 is 0.9515 = 0.3450 + 0.6064.

This corresponds to z = 1.43 (the closest z-value to 0.9515 is 1.43), so c = 1.43 or -1.43.

(c) Similarly, for P(z < c) = 0.9948, we find the closest probability value in the standard normal distribution table or calculator to be 0.9948 = 0.4999 + 0.4948.

This corresponds to z = 2.62 (the closest z-value to 0.9948 is 2.62), so c = 2.62.

(d) For P(z > c) = 0.6915, we can use symmetry to find the value of c. Since the distribution is symmetric about the mean, P(z > c) = P(z < -c) = 0.6915.

From the standard normal distribution table or calculator, we find that the closest probability value to 0.6915 is 0.6915 = 0.2546 + 0.4364.

This corresponds to z = -0.53 (the closest z-value to 0.2546 is -0.53), so c = 0.53 or -0.53.

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Answer: Option B: 67.0

Step-by-step explanation: To find Q3, we need to first find the median (Q2) of the dataset.

Arranging the data in order, we get:

49, 52, 52, 55, 55, 67, 74

The median (Q2) is the middle value of the dataset, which is 55.

Next, we need to find the median of the upper half of the dataset, which consists of the values:

55, 67, 74

The median of this upper half is 67.

Therefore, Q3 (the third quartile) is 67.0, option B.

The standard deviation of X is approximately 2.50. The correct answer is: C. 2.50.

The formula for the standard deviation of a binomial distribution is sqrt(np(1-p)). Using this formula and plugging in n=25 and p=0.5, we get sqrt(25*0.5*0.5) which simplifies to sqrt(6.25) or 2.5. Therefore, the answer is C. 2.50.
To find the standard deviation of a binomial distribution X, you can use the formula:

Standard deviation (σ) = √(n * p * (1 - p))

In this case, n = 25 and p = 0.50. Plugging these values into the formula:

σ = √(25 * 0.50 * (1 - 0.50))
σ = √(25 * 0.50 * 0.50)
σ = √(6.25)

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