the population is known to be approximately normally distributed. travis takes a random sample of 25 nurse er shifts and finds that the sample average is hours, with a standard deviation of hours. a. what is the appropriate distribution to use to construct a confidence interval based on this research?

Answers

Answer 1

The appropriate distribution to use to construct a confidence interval based on the research is the t-distribution, which is used when the population is known to be approximately normally distributed

It is used to estimate the population parameter by constructing a range of values from a sample statistic. Since the population is known to be approximately normally distributed, the sample size is small (n < 30), and the population standard deviation is unknown, the t-distribution is used to construct a confidence interval.

The t-distribution is a probability distribution that is similar to the normal distribution, but it is more spread out and flatter. It is used when the sample size is small, and the population standard deviation is unknown. The t-distribution is characterized by a parameter called the degrees of freedom (df), which depends on the sample size.

The t-distribution is bell-shaped and symmetric, like the normal distribution, but it has thicker tails, which means that it is more likely to produce extreme values. The t-distribution is widely used in hypothesis testing and estimation in statistics.

In conclusion, the sample size is small (n < 30), and the population standard deviation is unknown.

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Related Questions

find the Perimeter of the sector.
45 degree
8CM

Answers

The perimeter of the sector is 16 + π cm (or approximately 22.28 cm if we use 3.14 as an approximation for π).

Equation

To find the perimeter of the sector, we need to add the lengths of the two radii and the arc length of the sector.

If the sector has an angle of 45 degrees and a radius of 8 cm, then the arc length of the sector can be calculated as:

Arc Length = (angle/360) x 2πr

Arc Length = (45/360) x 2π(8)

Arc Length = π

The perimeter of the sector is then:

Perimeter = 2r + Arc Length

Perimeter = 2(8) + π

Perimeter = 16 + π

What is sector of a circle?

A sector of a circle is a region bounded by two radii and an arc, where the arc is a portion of the circle. The sector is determined by the central angle that subtends the arc.

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g in sec. 1.6 we stated a number of symmetry properties of the fourier transform. all these properties follow in a relatively straightforward way from the trans- form pair. below is a list of some of the properties stated. prove that each is

Answers

As we have proved that the Fourier transform F(ω), with the only difference being the sign of ω

Firstly, let us recall what the Fourier transform is. It is a mathematical technique that decomposes a function into its frequency components. The Fourier transform is defined as:

F(ω) = ∫ f(t) [tex]e^{(-iwt)}[/tex]dt

where f(t) is the function being transformed, ω is the frequency, i is the imaginary unit, and e^(-iωt) is a complex exponential function. The inverse Fourier transform is defined as:

f(t) = (1/2π) ∫ F(ω) [tex]e^{(iwt)}[/tex] dω

where F(ω) is the Fourier transform of f(t).

Now, let's move on to the symmetry properties of the Fourier transform.

If f(t) is an even function, meaning f(-t) = f(t), then F(ω) is also even, meaning F(-ω) = F(ω).

To prove this, we start with the definition of the Fourier transform and substitute -t for t:

F(-ω) = ∫ f(-t)[tex]e^{(iwt)}[/tex] dt

Then, using the even symmetry of f(t), we can replace f(-t) with f(t):

F(-ω) = ∫ f(t) [tex]e^{(iwt)}[/tex] dt

Therefore, F(-ω) = F(ω) if f(t) is even.

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If Andrea haves 10 muffins and 3/5 we’re bran muffins how much did Andrea buy

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If we have 3/5 bran muffins and Andrea has 10 muffins, she purchased 6.

Purchased in the past tense and past participle. In a sale, the transaction is finished when the buyer pays the seller. In a transaction, the buyer has two options: they either pay the seller in full or they can arrange financing with a third party, like a bank or leasing firm. The amount an investor pays for an investment is referred to as the purchase price, and when the investment is sold, that figure becomes the investor's cost basis for calculating gain or loss. Shoes Unlimited places an order with a foreign supplier for 10,000 pairs of sneakers. This entails the issuance of a purchase order, which is a formal declaration by the business that it will buy the specified kind and number of shoes.

Based on the given condition,

Formulate:

10*3/5

Calculate.

10*3/5

Simplify.

2*3

Calculate.

6

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Kim was selling cookies. She decided to sell them individually instead of by-the-box. Each type of cookie had a different cost. Her first customer bought three Thin Mints and two Trefoils for a Cost of $1.35. The second customer bought five Thin Mints and one Trefoil for a cost of $1.55.
How much is one Thin Mint and how much is one Trefoil?

Answers

Answer:

Step-by-step explanation:

This word problem involves solving a set of two equations for two unknowns: M (cost of 1 thin mint), and T (cost of 1 trefoil).

First customer: 3*M + 2*T = 1.35

Second customer: 5*M + 1*T = 1.55

Solving the second equation for T:     T = 1.55 - 5*M

Then, we can plug this into the first equation:

3*M + 2*(1.55 - 5*M) = 1.35

3*M + 3.1 - 10*M = 1.35

-7*M = 1.35 - 3.1

-7*M = -1.75

M = -1.75/-7

M = 0.25 --> one thin mint costs $0.25

Now that we have one price, we can solve for the other one.

T = 1.55 - 5*M = 1.55 - 5*(0.25)

T = 1.55 - 1.25 = 0.30 --> one trefoil costs $0.30

how many codes are possible if repeats are not allowed and the second letter must be 'g' and the first digit must be '3'?

Answers

46,536 is the possible number of codes if repeats are not allowed and the second letter must be 'g' and the first digit must be '3'.

If repeats are not allowed, and the second letter must be 'g', and the first digit must be '3', then we have to find the number of codes that can be possible.

Solution: Here we have to calculate the total number of possible codes if repeats are not allowed and the second letter must be 'g' and the first digit must be '3'.

The given conditions:

First digit = 3

Second letter = g

We know that a code is usually formed by combining letters, numbers or both.

Thus, for the formation of the code, the remaining 4 digits are free to choose any digit or alphabet, except the two already selected ones.

We know that the number of codes that can be formed by n objects taken k at a time, without repetition is given by:P(n, k) =n!/(n−k)!

Here, n = 25, as we have to select 25 letters, starting from A to Y.

We exclude G from these, as it has already been selected as the second letter.

k = 4 as we need to select 4 remaining characters.

We have to find the number of possible codes that can be formed without repetition, and with the conditions specified.

Here, we have 1 fixed number (3) and one fixed alphabet (g) and four spaces for the remaining digits:

Thus, the number of ways of selecting the remaining four characters = 24 × 23 × 22 × 21

Total number of codes possible = 1 × 1 × 24 × 23 × 22 × 21 = 46,536, which is our answer.

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a water treatment plant needs to maintain the ph of the water in the reservoir at a certain level. to monitor this, they take 2 oz. of water at 37 locations every hour, measure the ph at each of those locations, and find their average. if the ph level of the reservoir is ok, the results at each location will have varying results, with an average ph of 8.5 and a standard deviation of 0.22. if the ph level of the reservoir is ok, what is the probability that the sample average is more than 8.40?

Answers

The probability that the sample average is more than 8.40 is 1.02% as per the given pH of the water in the reservoir at a certain level.

The Given data is as follows:

The mean (μ)  = 8.5

The standard deviation (σ)  = 0.22

Sample size (n) = 37

The level of significance (α) = 0.05

We need to calculate  the probability of the sample average that should be more than 8.40.

sample distribution (z) = (x - μ) / (σ/√n)

z = (8.40 - 8.5) / (0.22/√37)

z = -2.57

By using the standard normal table, we can able to find that the probability of  z-score of -2.57. Assuming that this is a two-tailed test, the probability of getting a z-score of 2.57.

The probability of the sample average = 0.0051 + 0.0051 = 0.0102.

Therefore we can conclude that  the probability that the sample average is more than 8.40 is 1.02%.

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Consider the following approach to shuffling a deck of n cards. Starting with any initial ordering of the cards, one of the numbers 1, 2, . . . , n is randomly chosen in such a manner that each one is equally likely to be selected. If number i is chosen, then we take the card that is in position i and put it on top of the deck—that is, we put that card in position 1. We then repeatedly perform the same operation. Show that, in the limit, the deck is perfectly shuffled in the sense that the resultant ordering is equally likely to be any of the n! possible orderings.

Answers

In the limit, the deck of cards will be perfectly shuffled, in the sense that any of the n! possible orderings are equally likely.

A deck of n cards

The question is asking to show that, in the limit, a deck of n cards will be perfectly shuffled if each number from 1 to n is randomly chosen and the chosen card is placed in position 1. This can be shown as follows:

Let us denote the initial ordering of the deck of cards by P1, P2, ..., Pn. Suppose the first card chosen is Pi, and thus it is put in position 1. Now the ordering is Pi, P1, ..., Pn.

Suppose the next card chosen is Pj. Thus the ordering is now Pj, Pi, P1, ..., Pn. By repeating this process, the ordering of the deck is changing.

As each of the numbers 1, 2, ..., n is equally likely to be chosen, the probability of any particular ordering is the same. This means that, in the limit, the deck of cards will be perfectly shuffled, in the sense that any of the n! possible orderings are equally likely.

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Let f(x) be given by the following graph, and let g(u)=∫ n 0 f(x)dx
a) What is the domain of g? Can you estimate its range? (5pts) b) Where does the graph of g achieve its maximum? Where does it achieve its minimum? (5pts)

Answers

a) The domain of g is U between 0 and n, since the integral is taken over the domain of f(x), which goes from 0 to n. The range of g can be estimated by looking at the area of the region below the graph of f(x) and above the x-axis. It is seen that this area is positive but less than 2; therefore, the range og is (0,2).

b) The maximum of g is achieved when the graph of f(x) is highest, which occurs at x = 3. The minimum of g is achieved when the graph of f(x) is lowest, which occurs at x = 1.

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what is the priemter of 9s-1,9s-1,9s+7

Answers

Answer:

Perimeter = 6.2s + 7

Step-by-step explanation:

Perimeter = sum of the sides of a geometric figure.

In this case:

Perimeter = 9s - 1.9s - 1.9s + 7 = 6.2s + 7

What is the angle in degrees between two vectors U and V?

Answers

The angle between the two given vector U and V is equal  to  90 degrees.

Angle between two vectors,

Use the dot product formula we have,

U · V = |U| |V| cos(θ)

where U · V is the dot product of vectors U and V,

|U| and |V| are the magnitudes of vectors U and V,

And θ is the angle between the two vectors.

First, calculate  the dot product of U and V,

U · V

= (1)(0) + (0)(-2)

= 0

Now, Magnitudes of U and V,

|U|

=√(1² + 0²)

= 1

|V|

=√(0² + (-2)²)

= 2

Angle θ is equal to,

0 = (1)(2)cos(θ)

⇒ cos(θ) = 0

cosine function is equal to 0

⇒Angle θ is a 90 degrees or a 180 degrees.

Angle by looking at the position of the vectors.

Here,

U is pointing to the right and V is pointing downwards, which means they form a right angle.

Therefore, the angle between U and V is 90 degrees.

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The above question is incomplete, the complete question is :

What is the angle in degrees between two vectors U and V?

U =< 1, 0 >  and V = < 0 ,−2 > ?

C) Assessment Practice
19. A middle school with x students conducted a survey to determine students'
Tuesday afternoon activities.

Answers

you need to have a picture or something, we don’t know what to answer.

Why do I need to include decimals on my table of values for step functions if the answers are just the same as the integers???? Am I missing something? This confuses me

Answers

It's true that step functions only take on integer values at the steps, but including decimals in your table of values can be helpful in a few ways:

How to understand with difference?

Accuracy: In some cases, the output of the function may be between two integers. For example, if you have a step function that takes on the value 5 between x=1 and x=2, but you need to evaluate the function at x=1.5, including decimals in your table of values will give you a more accurate result.

Visualization: Including decimals in your table of values can help you visualize the shape of the function more clearly. For example, if you're graphing a step function, you can use the decimal values to create a smoother, more continuous graph.

Consistency: Including decimals in your table of values can help ensure consistency and avoid errors. For example, if you only include integer values in your table of values, you may accidentally skip a step or misinterpret the output of the function at a certain point.

Overall, including decimals in your table of values for step functions may not always be necessary, but it can be a helpful tool for accuracy, visualization, and consistency.

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if your money doubles very 3 years, how long will it take your money to grow 16 times its current value?​

Answers

Answer:

130 years exact

Step-by-step explanation:

(a) for what values of h is v3 in
Span {v1, v2} and (b) for what values of h is {v1, v2, v3} linearly
dependent? Justify each answer.
9. v1 3 ,V2 9 | , v's -6 57h 39 132

Answers

(a) v3 is in the Span {v1, v2} for all values of h. (b) The set {v1, v2, v3} is linearly dependent for all values of h. For the value of h to be in the Span {v1, v2}, it must be a linear combination of v1 and v2. This means that there must be scalars a and b such that:


[tex]v3 = av1 + bv2[/tex] Substituting the given vectors, we get: [tex]-6 57h 39 = a 3 + b 9[/tex] Solving for h, we get: [tex]h = (39 - 3a - 9b)/57.[/tex] Since h is a scalar, it can take on any value. Therefore, v3 is in the Span {v1, v2} for all values of h.


For the set {v1, v2, v3} to be linearly dependent, there must be scalars a, b, and c, not all zero, such that: [tex]av1 + bv2 + cv3 = 0[/tex]
Substituting the given vectors, we get: [tex]a 3 + b 9 + c -6 57h 39 = 0[/tex]

Solving for h, we get: h = [tex](3a + 9b + 6c - 39)/57[/tex]
Since h is a scalar, it can take on any value. Therefore, the set {v1, v2, v3} is linearly dependent for all values of h.

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Given the position of the function, s(t) = t^3/3 - 15t^2/2 +50t, between t=0 and t=12, where s is given in feet and t is measured in seconds find the interval in seconds where the particle is moving to the left

Answers

The particle is moving to the left on the intervals (0, 5) and (10, 12).

How do calculate?

We  need to find when its velocity is negative, in order to determine when the particle is moving to the left.

Where the  velocity function, v(t), is described as the derivative of the position function, s(t), and is given by:

v(t) = s'(t) = t^2 - 15t + 50

We find  the roots of the quadratic equation v(t) = 0, in order to  find the intervals where the particle is moving to the left.

t^2 - 15t + 50 = 0

Applying the quadratic formula, we can determine the roots:

t = (15 ± sqrt(15^2 - 4150)) / (2*1) = (15 ± 5) / 2

The  roots are t = 5 and t = 10.

We then can conclude that the particle is moving to the left on the intervals (0, 5) and (10, 12).

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trapezoid abcd was dilated to create trapezoid a'b'c'd'. which statements are true about the trapezoids? select three options.

Answers

Trapezoid ABCD was dilated to create trapezoid A'B'C'D'. Each of the options listed above is true. These statements are true because of the properties of dilation.

There are three possible options when it comes to the question of which statements are true about trapezoids ABCD and A'B'C'D'.

Option 1: Trapezoids ABCD and A'B'C'D' have the same shape but differ in size.

Option 2: All angles and parallel sides of trapezoids ABCD and A'B'C'D' are congruent.

Option 3: The dilated trapezoid is an exact copy of the original, scaled up or down.

The word "dilate" means to enlarge, reduce or distort the original shape, as the question implies. Hence, the basic shape remains the same in all cases, but it gets bigger or smaller.

Option 1 is correct because the original shape of trapezoid ABCD is kept the same and the same shape is enlarged or shrunk.

Option 2 is true because dilation retains angle measurements and preserves parallelism, making it true that all angles and parallel sides of trapezoids ABCD and A'B'C'D' are congruent.

Option 3 is correct since the dilation takes the original and scales it up or down precisely. In other words, it is an exact copy of the original but just a different size.

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-6x + 24 = -6(x - 5)​

Answers

-6x+24=-6(x-5) is a false statement because when you solve it gives you 24=30 which is false.

Jill has 6 cans of food without labels. She knows there are 2 cans of fruit, 3 of corn, and 1 of beans. If she chooses a can at random, What is the probability it won't be a fruit.

Answers

Answer:

0.67

Step-by-step explanation:

Jill has a total of 6 cans of food, and she knows that there are 2 cans of fruit, 3 of corn, and 1 of beans. So the total number of cans of food that are not fruits is 3 + 1 = 4.

Therefore, the probability that Jill chooses a can of food that is not a fruit is 4/6 or simplified, 2/3.

So the probability that she chooses a can of food that is not a fruit is 2/3 or approximately 0.67.

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The diameter of a circle is 36 miles. What is the circle's area?

Answers

Area = πr^2

r = diameter/2

r = 36/2

r = 18


Area = π18^2

= 1017.87601976


The area of the circle is 1017.88miles^2.

(T/F) progress reports may be given verbally to immediate supervisors, management, and users.

Answers

The progress reports may be given verbally to immediate supervisors, management, and users.

The above statement is False.

Progress reports are reports in which you update project information. Progress reports allow management and clients to stay informed of project status and to modify or adjust tasks, schedules and budgets.

Progress reports are important beyond simply tracking and managing various projects happening at the same time. Progress reports also provide valuable insight into how your team can complete projects more efficiently.

In addition to providing an overview of ongoing projects, well-structured progress report templates allow project managers to identify critical issues affecting team productivity and project progress.

Although progress reports may be given orally to immediate supervisors, they are usually communicated in writing to management and users.

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Convert A4 hex to TINFO 320 floating point format. What is this value

Answers

The value of A4 hex in TINFO 320 floating point format is C3800000 hex.

To convert A4 hex to TINFO 320 floating point format, we need to first convert the hex value to binary, then separate the binary value into the sign, exponent, and mantissa parts, and finally convert those parts into their respective TINFO 320 floating point format values.

Convert A4 hex to binary:
A4 hex = 1010 0100 binary

Separate the binary value into the sign, exponent, and mantissa parts:
Sign: 1
Exponent: 0100 1
Mantissa: 000 0000 0000 0000 0000 0000

Convert the sign, exponent, and mantissa parts into their respective TINFO 320 floating point format values:
Sign: 1 (negative)
Exponent: 4 + 127 = 131 (biased exponent)
Mantissa: 0 (normalized mantissa)

Combine the TINFO 320 floating point format values to get the final value:
TINFO 320 floating point format value = 1 1000 0011 0000 0000 0000 0000 0000 0000
= C3800000 hex

Therefore, the value of A4 hex in TINFO 320 floating point format is C3800000 hex.

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Which is greater 18 mg or 8 g?

Answers

The greatest is 18 mg because

1 milligram is equal to 0.001 gram. 1 gram is equal to 1000 milligrams.
18mg because yes it js makes sense fr

the line ()=⟨1 2,5 2,−(18 5)⟩ intersects the plane =−9 at the point ( -5 , -1 , -3) when = -3 .

Answers

The line l = ⟨1, 2, -(18/5)⟩ + t⟨4, 0, 24/5⟩ intersects the plane x - y + 2z = -9 at the point (-5, -1, -3) when x = -3.

We know that the line is given as: l = ⟨1 2,5 2,-(18/5)⟩And we have the following equation of a plane: x - y + 2z = -9

The point of intersection of the line and the plane is ( -5 , -1 , -3)

when x = -3 The equation of the line can be written in the following vector form:l = a + t(b - a)where a and b are the vectors such that they lie on the line, and t is the parameter.

The point of intersection of the line and the plane lies on both the line and the plane. Hence, it satisfies the equation of both the line and the plane.

Therefore, we have:(-5, -1, -3) = ⟨1, 2, -(18/5)⟩ + t⟨4, 0, 24/5⟩and x = -3t = (x1 - a1) / (b1 - a1)t = (-3 - 1) / (5 - 1)t = -1We now have the point of intersection of the line and the plane,

which can be determined as follows:(-5, -1, -3) = ⟨1, 2, -(18/5)⟩ + t⟨4, 0, 24/5⟩⟹ (-5, -1, -3) = ⟨1, 2, -(18/5)⟩ - ⟨4, 0, 24/5⟩⟹ (-5, -1, -3) = ⟨-3, 2, -78/5⟩Thus, the line l = ⟨1, 2, -(18/5)⟩ + t⟨4, 0, 24/5⟩ intersects the plane x - y + 2z = -9 at the point (-5, -1, -3) when x = -3.

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evaluate the integral. 4 (14 − t) t dt 0

Answers

The integral 4(14-t)t dt from 0 to 14 is 1646.667.

To evaluate the integral 4(14-t)t dt, we need to first use the distributive property to expand the integrand:

4(14-t)t dt = 56t - 4t^2 dt

Next, we can use the power rule for integration to evaluate the integral:

∫56t dt = 56∫t dt = 56(t^2/2) + C = 28t^2 + C

∫-4t^2 dt = -4∫t^2 dt = -4(t^3/3) + C = -(4/3)t^3 + C

Now we can combine the two integrals:

∫56t - 4t^2 dt = 28t^2 - (4/3)t^3 + C

Finally, we can use the Fundamental Theorem of Calculus to evaluate the integral from 0 to 14:

∫_0^14 28t^2 - (4/3)t^3 dt = [28(14)^2 - (4/3)(14)^3] - [28(0)^2 - (4/3)(0)^3] = 2744 - 1097.333 = 1646.667

So the integral 4(14-t)t dt from 0 to 14 is 1646.667.

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gravel is being dumped from a conveyor belt at a rate of 20 cubic feet per minute. it forms a pile in the shape of a right circular cone whose base diameter and height are always the same. how fast is the height of the pile increasing when the pile is 25 feet high? recall that the volume of a right circular cone with height h and radius of the base r is given by .

Answers

By using volume of right circular cone, we find that the height of the pile is increasing at a rate of approximately 0.128 feet per minute when the pile is 25 feet high.

Let's begin by recalling the formula for the volume of right circular cone:

V = (1/3)πr^2h

where r is the radius of the base and h is the height of the cone.

Since the pile is being formed at a rate of 20 cubic feet per minute, we can say that:

dV/dt = 20

We want to find dh/dt, the rate at which the height of the pile is increasing when the pile is 25 feet high.

To relate dh/dt to dV/dt, we need to find a relationship between h, r, and V. Since we know that the base diameter and height are always the same, we can say that the radius of the base is equal to half the height, or r = h/2.

Substituting this expression for r into the formula for V, we get:

V = (1/3)π(h/2)^2h = (1/12)πh^3

Taking the derivative of both sides with respect to time, we get:

dV/dt = (1/4)πh^2dh/dt

Substituting dV/dt = 20 and h = 25, we can solve for dh/dt:

20 = (1/4)π(25)^2dh/dt

dh/dt = 20 / [(1/4)π(25)^2]

dh/dt ≈ 0.128 feet per minute

Therefore, the height of the pile is approximately 0.128 feet per minute.

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anyone know how to solve this im stuck.

Answers

Answer:

it is not a good trend line for this data because the line always has to start on zero it can never start on anything else but zero

Step-by-step explanation:

In each of the following cases, express the vector x as a linear combination of the other vectors, if possible: (a) x=(-3,-6), a1 = [1,4], a2 = [-2,3] (b) x = [5,9,5), a1 = [2,1,4), a2 = [1,-1,3), a3 = [3,2,5) (c) x = [2,-1,4), a1 = [3,6,2], a2 = [2,10,-4] (d) x = (2,2,3], a1 = [6, -2,3), a2 = [0, -5, -1), a3 = (-2,1,2] (e) x = 17,2,3], a1 = [1, -2,3), a2 = [5, -2,6], a3 = [4,0,3]

Answers

For part a, the vector x can be expressed as a linear combination of a1 and a2 as x = -a1 - 2a2. For parts b, c, d, no linear combination of the given vectors can express x. For part e, x = a1 - 2a2 + 2a3 with constants k1=1, k2=-2, and k3=2.

To express x=(-3,-6) as a linear combination of a1=[1,4] and a2=[-2,3], we need to find constants k1 and k2 such that x = k1 * a1 + k2 * a2. Solving for k1 and k2, we get:

-3 = k1 * 1 + k2 * (-2)

-6 = k1 * 4 + k2 * 3

Solving this system of equations, we get k1=-6 and k2=1. Therefore, x can be expressed as:

x = -6 * [1,4] + [ -2,3] = [-8, 9]

x = -a1 - 2a2

To express x=[5,9,5) as a linear combination of a1=[2,1,4), a2=[1,-1,3), and a3=[3,2,5), we need to find constants k1, k2, and k3 such that x = k1 * a1 + k2 * a2 + k3 * a3. Solving for k1, k2, and k3, we get:

5 = k1 * 2 + k2 * 1 + k3 * 3

9 = k1 * 1 - k2 * 1 + k3 * 2

5 = k1 * 4 + k2 * 3 + k3 * 5

Solving this system of equations, we get k1=1, k2=0, and k3=1. Therefore, x can be expressed as:

x = 1 * [2,1,4] + 0 * [1,-1,3] + 1 * [3,2,5] = [5,3,9]

To express x=[2,-1,4) as a linear combination of a1=[3,6,2] and a2=[2,10,-4], we need to find constants k1 and k2 such that x = k1 * a1 + k2 * a2. Solving for k1 and k2, we get:

2 = k1 * 3 + k2 * 2

-1 = k1 * 6 + k2 * 10

4 = k1 * 2 + k2 * (-4)

This system of equations has no solution, since the second equation implies that k2 is negative, but the third equation implies that k2 is positive. Therefore, x cannot be expressed as a linear combination of a1 and a2.

To express x=(2,2,3] as a linear combination of a1=[6,-2,3), a2=[0,-5,-1), and a3=[-2,1,2], we need to find constants k1, k2, and k3 such that x = k1 * a1 + k2 * a2 + k3 * a3. Solving for k1, k2, and k3, we get:

2 = k1 * 6 + k2 * 0 + k3 * (-2)

2 = k1 * (-2) + k2 * (-5) + k3 * 1

3 = k1 * 3 + k2 * (-1) + k3 * 2

Solving this system of equations, we get k1=1, k2=1, and k3=1. Therefore, x can be expressed as:

x = 1 * [6,-2,3] + 1 * [0,-5,-1] + 1 *[-2,1,2]

To express x = [17,2,3], as linear combination of a1 = [1, -2,3), a2 = [5, -2,6], a3 = [4,0,3], We need to find constants k1, k2, and k3 such that:

x = k1a1 + k2a2 + k3*a3

Substituting the given values:

[17, 2, 3] = k1[1, -2, 3] + k2[5, -2, 6] + k3[4, 0, 3]

This gives us the following system of linear equations:

k1 + 5k2 + 4k3 = 17

-2k1 - 2k2 = 2

3k1 + 6k2 + 3k3 = 3

Solving for k1, k2, and k3, we get:

k1 = 1, k2 = -2, k3 = 2

Therefore, we can express x as a linear combination of a1, a2, and a3 as:

x = a1 - 2a2 + 2a3

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Computer chips often contain surface imperfections. For a certain type of computer chip, the probability mass function of the number of defects X is presented in the following table. x 0 1 2 3 4
p(x) 0.4 0.3 0.15 0.1 0.05 a) Find P(X ≤ 2) b) Find P(X>1) c) Find µx d) Find σx

Answers

The probability of P(X ≤ 2) = 0.85. The probability of P(X > 1) = 0.3. The mean of distribution is µx = 1.1, The standard deviation is σx = 0.93.

To find P(X ≤ 2), we sum the probabilities of all the values of X up to and including 2:

P(X ≤ 2) = P(X = 0) + P(X = 1) + P(X = 2)

= 0.4 + 0.3 + 0.15

= 0.85

Therefore, P(X ≤ 2) = 0.85.

To find P(X > 1), we need to subtract P(X ≤ 1) from 1:

P(X > 1) = 1 - P(X ≤ 1)

= 1 - [P(X = 0) + P(X = 1)]

= 1 - (0.4 + 0.3)

= 0.3

Therefore, P(X > 1) = 0.3.

To find µx, the mean of the distribution, we use the formula:

µx = Σ(x * p(x))

where the sum is taken over all possible values of X.

µx = (0 * 0.4) + (1 * 0.3) + (2 * 0.15) + (3 * 0.1) + (4 * 0.05)

= 0 + 0.3 + 0.3 + 0.3 + 0.2

= 1.1

Therefore, µx = 1.1.

To find σx, the standard deviation of the distribution, we use the formula:

σx = sqrt[Σ((x - µx)^2 * p(x))]

where the sum is taken over all possible values of X.

σx = sqrt[((0 - 1.1)^2 * 0.4) + ((1 - 1.1)^2 * 0.3) + ((2 - 1.1)^2 * 0.15) + ((3 - 1.1)^2 * 0.1) + ((4 - 1.1)^2 * 0.05)]

= sqrt[(1.21 * 0.4) + (0.01 * 0.3) + (0.49 * 0.15) + (1.21 * 0.1) + (3.61 * 0.05)]

= sqrt[0.484 + 0.003 + 0.0735 + 0.121 + 0.1805]

= sqrt[0.862]

Therefore, σx = sqrt[0.862] ≈ 0.93.

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find an equation for the plane that contains the line v = (−1, 1, 2) t(6, 4, 3) and is perpendicular to the plane 8x 5y − 3z 6 = 0.

Answers

The equation of the plane that contains the line v = (-1, 1, 2) t(6, 4, 3) and is perpendicular to the plane 8x - 5y - 3z - 6 = 0 can be found using the cross product of the direction vector of the line and the normal vector of the plane. The cross product of these two vectors results in the normal vector (3, 42, -62) of the plane.

This vector can be used in the equation 3(x - x0) + 42(y - y0) - 62(z - z0) = 0, with a point on the line, such as (-1, 1, 2), as the point (x0, y0, z0). This results in the equation 3x + 42y - 62z + 85 = 0.

To find an equation for the plane that contains the line v = (-1, 1, 2) t(6, 4, 3) and is perpendicular to the plane 8x - 5y - 3z - 6 = 0, we can use the cross product of the direction vector of the line and the normal vector of the plane.

The direction vector of the line is (6, 4, 3) and the normal vector of the plane is (8, -5, -3).

The cross product of these two vectors is:

| i  j  k  |

| 6  4  3  |

| 8 -5 -3  |

= i(-12 - (-15)) - j(-18 - 24) + k(-30 - 32)

= i(3) - j(-42) + k(-62)

= (3, 42, -62)

This vector is perpendicular to both the direction vector of the line and the normal vector of the plane, so it is the normal vector of the plane we are looking for.

The equation of the plane can be written as:

3(x - x0) + 42(y - y0) - 62(z - z0) = 0

We can use a point on the line, such as (-1, 1, 2), as the point (x0, y0, z0) in the equation:

3(x - (-1)) + 42(y - 1) - 62(z - 2) = 0

3x + 3 + 42y - 42 - 62z + 124 = 0

3x + 42y - 62z + 85 = 0

Therefore, the equation of the plane that contains the line v = (-1, 1, 2) t(6, 4, 3) and is perpendicular to the plane 8x - 5y - 3z - 6 = 0 is 3x + 42y - 62z + 85 = 0.

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In 2000, the population of a town was 19,500 people. In 2010, the population of the same town was 28,000. Find the percent of change in population from 2000 to 2010.

Answers

i’m not sure if it’s correct but i got 69/70%
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