Let X and Y be two independent random variables Poisson distributed random variables with parameters and pl, respectively. Show that X + Y ~ Poisson(u + X). Question 5. (3 pts) Let X and Y be two independent random variables. Show that E[XY] = E[X]E[Y] provided that the expected values E[X] and E[Y] exist. (You may assume that X and Y are either both discrete or both continuous; however, the results holds more general.)

Answers

Answer 1

To show that X + Y follows a Poisson distribution with parameter λ + μ, we need to demonstrate that its probability mass function (PMF) matches the PMF of a Poisson distribution with parameter λ + μ.

Let's start by considering the probability mass function of X + Y:

P(X + Y = k) = P(X = i, Y = k - i)

Since X and Y are independent, we can express this as the product of their individual probability mass functions:

P(X + Y = k) = ∑[i=0 to k] P(X = i) * P(Y = k - i)

Now, let's evaluate the right-hand side of the equation using the Poisson PMFs of X and Y:

P(X + Y = k) = ∑[i=0 to k] (e^(-λ) * λ^i / i!) * (e^(-μ) * μ^(k-i) / (k-i)!)

Simplifying the expression:

P(X + Y = k) = e^(-(λ + μ)) * ∑[i=0 to k] (λ^i * μ^(k-i)) / (i! * (k-i)!)

We can see that the sum in the expression is the expansion of the binomial coefficient (λ + μ)^k.

Using the binomial expansion formula, we have:

P(X + Y = k) = e^(-(λ + μ)) * (λ + μ)^k / k!

This is exactly the PMF of a Poisson distribution with parameter λ + μ.

Therefore, we have shown that X + Y follows a Poisson distribution with parameter λ + μ.

Now, let's prove that E[XY] = E[X]E[Y] for two independent random variables X and Y, assuming their expected values exist.

The expected value of XY can be calculated as:

E[XY] = ∑∑ xy * P(X = x, Y = y)

Since X and Y are independent, we can rewrite this as the product of their individual sums:

E[XY] = ∑ x * P(X = x) * ∑ y * P(Y = y)

Which can be further simplified:

E[XY] = ∑ x * P(X = x) * E[Y] = E[Y] * ∑ x * P(X = x) = E[X] * E[Y]

Therefore, we have shown that E[XY] = E[X]E[Y] for two independent random variables X and Y, provided that their expected values exist.

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Related Questions

The table represents a linear relationship.


x −2 0 2 4
y −1 0 1 2

Answers

The table represents a linear relationship.

To determine if the table represents a linear relationship, we can check if there is a constant rate of change between the x-values and y-values.

Let's calculate the rate of change between each pair of points:

Rate of change between (-2, -1) and (0, 0):

Change in y = 0 - (-1) = 1

Change in x = 0 - (-2) = 2

Rate of change = Change in y / Change in x = 1 / 2 = 0.5

Rate of change between (0, 0) and (2, 1):

Change in y = 1 - 0 = 1

Change in x = 2 - 0 = 2

Rate of change = Change in y / Change in x = 1 / 2 = 0.5

Rate of change between (2, 1) and (4, 2):

Change in y = 2 - 1 = 1

Change in x = 4 - 2 = 2

Rate of change = Change in y / Change in x = 1 / 2 = 0.5

The rate of change between each pair of points is constant and equal to 0.5. This indicates that there is a constant rate of change, which confirms that the relationship between x and y in the table is linear.

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Determine the constant that should be added to the binomial so
that it becomes a perfect square trinomial. ​ Then, write and
factor the trinomial. x^2-(3/4x)

Answers

To make the binomial x^2 - (3/4)x a perfect square trinomial, we need to add the square of half the coefficient of the x term, which is (3/8)^2. The resulting trinomial is (x - 3/8)^2.

To make the binomial x^2 - (3/4)x a perfect square trinomial, we want to add a constant term that, when squared, cancels out the cross term (-3/4)x. The cross term comes from multiplying the x term by the coefficient of x, which is -3/4.

To determine the constant that should be added, we take half the coefficient of the x term, which is (-3/4)/2 = -3/8. We then square this value to obtain (-3/8)^2 = 9/64.

Adding 9/64 to the original binomial, we get (x^2 - (3/4)x + 9/64), which can be factored as (x - 3/8)^2.

Therefore, the constant that should be added to the binomial x^2 - (3/4)x to make it a perfect square trinomial is 9/64, and the factored form of the resulting trinomial is (x - 3/8)^2.

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The 10 participants in an experiment had the following reaction times (in milliseconds).
242, 481, 482, 486, 490, 503, 506, 509, 510, 866
Clearly label and show all of your work/thought process leading to your final answer.
1a. Find the median.
1b. Find Q1.
1c. Find Q3
1d. Find the lower boundary for outliers (also known as the lower fence).
1e. Find the upper boundary for outliers (also known as the upper fence)
2.) Construct a box plot for the data and use the IQR method to identify outliers, if any exist. On your boxplot, label Q1, the median, Q3, and any outliers on the boxplot. Also, ensure that each whisker on the boxplot extends to the appropriate value.

Answers

1a. The median is 496.5

1b. Q1 is 481.5

1c. Q3 is 509.5

1d. The lower boundary for outliers (lower fence) is 439.5

1e. The upper boundary for outliers (upper fence) is 551.5

Understanding Statistics

Given the sorted data:

242, 481, 482, 486, 490, 503, 506, 509, 510, 866

1a. Finding the Median:

The median is the middle value of the sorted data. Since there are 10 data points, the median will be the average of the 5th and 6th values.

Median = (490 + 503) / 2 = 496.5

1b. Finding Q1 (First Quartile):

The first quartile (Q1) is the median of the lower half of the data. In this case, it is the median of the first 5 values.

Q1 = (481 + 482) / 2 = 481.5

1c. Finding Q3 (Third Quartile):

The third quartile (Q3) is the median of the upper half of the data. In this case, it is the median of the last 5 values.

Q3 = (509 + 510) / 2 = 509.5

1d. Finding the Lower Boundary for Outliers (Lower Fence):

The lower boundary for outliers can be calculated using the formula: Lower Fence = Q1 - 1.5 * IQR, where IQR is the Interquartile Range.

IQR = Q3 - Q1 = 509.5 - 481.5 = 28

Lower Fence = 481.5 - 1.5 * 28 = 481.5 - 42 = 439.5

1e. Finding the Upper Boundary for Outliers (Upper Fence):

The upper boundary for outliers can be calculated using the formula: Upper Fence = Q3 + 1.5 * IQR.

Upper Fence = 509.5 + 1.5 * 28 = 509.5 + 42 = 551.5

Therefore:

1a. The median is 496.5

1b. Q1 is 481.5

1c. Q3 is 509.5

1d. The lower boundary for outliers (lower fence) is 439.5

1e. The upper boundary for outliers (upper fence) is 551.5

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Mary is solving the equation 3(x+4)= 7x-20. The first thing she does is rewrite the equation as shown below. 3x + 12 = 7x - 20 Which property did Mary use to get from the original equation to her rewritten equation?
Adistributive property
B associative property of multiplication
C multiplicative property of equality
D commutative property of multiplication​

Answers

Answer:

A. distributive property

Step-by-step explanation:

The distributive property is when you multiply one term by both terms inside the parentheses and add the products.

Mary multiplied 3 by x and 4, which gives you 3x and 12.

Adding these (and combining it with the larger equation) gives us 3x + 12 = 7x - 20

Suppose u = (2) and v = (-1)
(-1) ( 1)
( 1) (3)
Determine which of the vectors below are in Lin(u, v), and for each such vector, express it as a linear combination of u and v:
a = ( 3), b = (0), c = ( 7)
(-2) (0) (-5)
( 4) (0) (-7)

Answers

Vectors a and c are in Lin(u, v), and they can be expressed as linear combinations of u and v. Vector b is also in Lin(u, v) but can be expressed as the zero vector or a trivial linear combination. a = 2*u - v, b = 0*u + 0*v, c = 3*u + v.

To determine which of the vectors a, b, and c are in the span of vectors u and v (Lin(u, v)), we need to check if they can be expressed as linear combinations of u and v.

Given:

u = (2, -1, 1)

v = (1, 3, -5)

a = (3, -2, 4)

To check if a is in Lin(u, v), we need to find scalars x and y such that a = x*u + y*v. Solving for x and y:

3 = 2x + y

-2 = -x + 3y

4 = x - 5y

Solving this system of equations, we find x = 2 and y = -1. Therefore, a = 2*u - v.

b = (0, 0, 0)

The zero vector (0, 0, 0) can always be expressed as a linear combination of any set of vectors, including u and v. Therefore, b is in Lin(u, v), and we can express it as b = 0*u + 0*v.

c = (7, -5, -7)

To check if c is in Lin(u, v), we again solve for x and y:

7 = 2x + y

-5 = -x + 3y

-7 = x - 5y

Solving this system of equations, we find x = 3 and y = 1. Therefore, c = 3*u + v.

In summary:

a = 2*u - v

b = 0*u + 0*v

c = 3*u + v

Therefore, vectors a and c are in Lin(u, v), and they can be expressed as linear combinations of u and v. Vector b is also in Lin(u, v) but can be expressed as the zero vector or a trivial linear combination.

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On March 27, 2019, a person from Wisconsin won the Powerball jackpot of $768.4 million. There were two options for winner.

Option A: Receive a $471 million one-time payment.

Option B: Receive 30 equal annual payments ($768.4/30) with the first payment made in 2020(t=1).

If the winner is indifferent between the two options, what is the discount rate? The discount rate is compounded annually.

3.5%

3.6%

3.7%

3.8%

3.9%

Answers

the discount rate is 3.5% (rounded to one decimal place).

To determine the discount rate, we need to compare the present value of Option A (one-time payment) with the present value of Option B (equal annual payments). The winner is indifferent between the two options when their present values are equal.

Option A: The one-time payment is $471 million.

Option B: The winner will receive 30 equal annual payments, with the first payment made in 2020. The total amount of payments is $768.4 million, so each payment is $768.4 million / 30 = $25.613 million.

Now, we can calculate the present value of Option B using the formula for the present value of an annuity:

[tex]PV = PMT / (1 + r)^n[/tex]

Where PV is the present value, PMT is the payment amount, r is the discount rate, and n is the number of periods.

Plugging in the values, we have:

$471 million = $25.613 million / [tex](1 + r)^{30}[/tex]

Simplifying the equation and solving for r, we find:

[tex](1 + r)^{30}[/tex] = $25.613 million / $471 million

[tex](1 + r)^{30}[/tex] = 0.054427

Taking the 30th root of both sides, we get:

1 + r = (0.054427)^(1/30)

r = (0.054427)^(1/30) - 1

Calculating the value, we find that r is approximately 0.035 or 3.5%.

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biological factors are not the most important causes of which level of intellectual disability? group of answer choices profound disability moderate disability severe disability mild disability

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Biological factors are not the most important causes of social and environmental factors contributing to mild intellectual disability.

While biological factors can play a role in intellectual disabilities across all levels, including profound, moderate, severe, and mild, social and environmental factors such as inadequate education, limited access to resources, poverty, and lack of support systems can have a more significant impact on the development of mild intellectual disability. It's important to note that the causes of intellectual disabilities can be complex and multifactorial, often involving a combination of biological, social, and environmental factors.

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This question: 1 point possible omir qur A group of adult males has foot lengths with a mean of 28,12 om and a standard deviation of 1,13 cm. Use the range nie of hunt for olyng significant values to

Answers

Using the range rule of thumb, we can find the values within one standard deviation of the mean foot length. The range of values within one standard deviation of the mean foot length is between 26.99 cm and 29.25 cm.

A group of adult males has foot lengths with a mean of 28.12 cm and a standard deviation of 1.13 cm. In this question, we are given that a group of adult males has foot lengths. The given mean of foot lengths is 28.12 cm, and the standard deviation is 1.13 cm.

The range rule of thumb states that for a normal distribution, about 68% of the values will fall within one standard deviation of the mean, about 95% will fall within two standard deviations, and about 99.7% will fall within three standard deviations. Therefore, we can use the range rule of thumb to find the values within one standard deviation of the mean foot length.

Adding and subtracting one standard deviation to the mean value gives the range of values: (28.12 - 1.13) cm to (28.12 + 1.13) cm, which simplifies to 26.99 cm to 29.25 cm. The range of values within one standard deviation of the mean foot length is between 26.99 cm and 29.25 cm.

Therefore, using the range rule of thumb, we can find the values within one standard deviation of the mean foot length. The range of values within one standard deviation of the mean foot length is between 26.99 cm and 29.25 cm.

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what is the tangent of -pi/12. please explain

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[tex]2\cdot \cfrac{\pi }{12}\implies \cfrac{\pi }{6}\hspace{5em}therefore\hspace{5em}\cfrac{~~ \frac{ \pi }{ 6 } ~~}{2}\implies \cfrac{\pi }{12} \\\\[-0.35em] ~\dotfill\\\\ \tan\left(\cfrac{\theta}{2}\right)= \begin{cases} \pm \sqrt{\cfrac{1-\cos(\theta)}{1+\cos(\theta)}} \\\\ \cfrac{\sin(\theta)}{1+\cos(\theta)} \\\\ \cfrac{1-\cos(\theta)}{\sin(\theta)}\leftarrow \textit{we'll use this one} \end{cases} \\\\[-0.35em] ~\dotfill[/tex]

[tex]\tan\left( \cfrac{\pi }{12} \right)\implies \tan\left( \cfrac{~~ \frac{ \pi }{ 6 } ~~}{2} \right)=\cfrac{1-\cos\left( \frac{\pi }{6} \right)}{\sin\left( \frac{\pi }{6} \right)}[/tex]

[tex]\tan\left( \cfrac{~~ \frac{ \pi }{ 6 } ~~}{2} \right)=\cfrac{ ~~ 1-\frac{\sqrt{3}}{2} ~~ }{\frac{1}{2}}\implies \tan\left( \cfrac{~~ \frac{ \pi }{ 6 } ~~}{2} \right)=\cfrac{~~ \frac{ 2-\sqrt{3} }{ 2 } ~~}{\frac{1}{2}} \\\\\\ \stackrel{ \textit{this is for the 1st Quadrant} }{\tan\left( \cfrac{\pi }{12} \right)=2-\sqrt{3}}\hspace{5em} \stackrel{ \textit{on the IV Quadrant, tangent is negative} }{\tan\left( -\cfrac{\pi }{12} \right)=\sqrt{3}-2}[/tex]

An office building has 6 floors. If there are n offices on the top floor and each floor has 3 more offices than the floor just above it, how many offices are in the building?

Answers

The total number of offices in the building is 6n + 45.

To determine the total number of offices in the building, we can sum up the number of offices on each floor.

Let's start with the top floor. We are given that there are n offices on the top floor.

Moving down to the second-to-top floor, we know that it has 3 more offices than the top floor. So, the number of offices on this floor is n + 3.

Continuing down, the next floor will have 3 more offices than the second-to-top floor, giving us (n + 3) + 3 = n + 6 offices.

We can apply the same logic to each subsequent floor:

Floor 3: (n + 6) + 3 = n + 9 offices

Floor 2: (n + 9) + 3 = n + 12 offices

Floor 1: (n + 12) + 3 = n + 15 offices

Finally, we sum up the number of offices on each floor:

n + (n + 3) + (n + 6) + (n + 9) + (n + 12) + (n + 15)

Simplifying, we get:

6n + 45

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Let λ parametrize some path on the torus surface and find the geodesic equations for σ(λ) and Φ(λ). Note: you are not to solve the equations only derive them.

Answers

The geodesic equations for σ(λ) and Φ(λ) on the torus surface are derived to describe the parametrized path.

To derive the geodesic equations for the parametrized paths σ(λ) and Φ(λ) on the torus surface, we start with the fundamental concept of geodesics, which are curves that locally minimize distance or have zero acceleration. The geodesic equation provides the mathematical description of these curves on a given surface.

For the torus surface, we consider the coordinates σ and Φ as the parameters of the surface. To derive the geodesic equations, we utilize the Christoffel symbols, which capture the curvature and geometry of the surface.

Let's begin with σ(λ), which describes the parametrized path on the torus surface. The geodesic equation for σ(λ) involves the Christoffel symbols and the second derivative of σ(λ) with respect to λ. It can be written as:

d²σ^α / dλ² + Γ^α_βγ * dσ^β / dλ * dσ^γ / dλ = 0

Here, α, β, and γ represent the coordinates on the torus surface, and Γ^α_βγ denotes the Christoffel symbols of the second kind, which depend on the metric tensor of the surface.

Similarly, for Φ(λ), the geodesic equation involves the Christoffel symbols and the second derivative of Φ(λ) with respect to λ:

d²Φ^α / dλ² + Γ^α_βγ * dΦ^β / dλ * dΦ^γ / dλ = 0

Here, Φ^α represents the coordinates associated with the second parameter on the torus surface.

These geodesic equations describe the paths and curvature of the parametrizations σ(λ) and Φ(λ) on the torus surface. They provide a mathematical framework to study the behavior of these paths, but solving them explicitly requires additional information about the specific torus surface and its metric properties.

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The weekly ratings, in millions of viewers, of a recent television program are given by L(w) since the show premiered. If L is a linear function where L(10) 5.33 and L(16) = 8.39,

Explain what it represents in this context.

a) The program gains 1.60 million additional viewers each week.
b) The program gains 0.51 million additional viewers each week.
c) The program loses 1.96 million additional viewers each week.
d) The program loses 0.64 million additional viewers each week.
e) The program gains 0.63 million additional viewers each week.

Answers

The program gains 0.51 million additional viewers each week.

The correct option is B.

To determine the rate of change or slope of the linear function representing the weekly ratings, we can use the given data points (10, 5.33) and (16, 8.39).

Using the formula for slope:

slope = (change in y) / (change in x)

slope = (8.39 - 5.33) / (16 - 10)

slope = 3.06 / 6

slope ≈ 0.51

The slope of the linear function is 0.51.

Therefore, The program gains 0.51 million additional viewers each week.

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Find the intersection of the line and plane: 3y - 2x - 3z = 11, r(t) = (−1, 0, 1) + t (3, 1, 0)
P = ( 0.0.0)

Answers

We are given a line defined by the vector equation r(t) = (-1, 0, 1) + t(3, 1, 0) and a plane defined by the equation 3y - 2x - 3z = 11. We are asked to find the intersection point of the line and the plane.

To find the intersection point, we substitute the coordinates of the line into the equation of the plane and solve for t. We have the following equations:

3y - 2x - 3z = 11 (equation of the plane)

x = -1 + 3t

y = t

z = 1

Substituting these values into the equation of the plane, we get:

3(t) - 2(-1 + 3t) - 3(1) = 11

Simplifying the equation, we solve for t:

3t + 2 - 6t - 3 = 11

-3t - 1 = 11

-3t = 12

t = -4

Now that we have the value of t, we can substitute it back into the equations of the line to find the coordinates of the intersection point:

x = -1 + 3(-4) = -13

y = -4

z = 1

Therefore, the intersection point of the line and the plane is (-13, -4, 1).

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If 3x ≤ f(x) ≤ x^3 + 2 for 0 ≤ x ≤ 2,, Find Lim x →1f(x).

Answers

Given inequality:

[tex]\sf\:3x \leq f(x) \leq x^3 + 2 \quad \text{for } 0 \leq x \leq 2 \\[/tex]

To find the limit as x approaches 1 of f(x), we can use the Squeeze Theorem. Since [tex]\sf\:3x \leq f(x) \leq x^3 + 2 \\[/tex] holds for [tex]\sf\:0 \leq x \leq 2 \\[/tex], we can evaluate the limits of the lower and upper bounds and check if they are equal at x = 1.

1. Lower bound: 3x

[tex]\sf\:\lim_{{x \to 1}} 3x = 3 \cdot 1 = 3 \\[/tex]

2. Upper bound: [tex]\sf\:x^3 + 2 \\[/tex]

[tex]\sf\:\lim_{{x \to 1}} (x^3 + 2) = (1^3 + 2) = 3 \\[/tex]

Since the limits of both the lower and upper bounds are equal to 3 at x = 1, we can conclude that:

[tex]\sf\:\lim_{{x \to 1}} f(x) = 3 \\[/tex]

That's it!

Given that ū= (-7,2) and ū (9,7) Compute: 1) 2ū + 4y = 2) 10ū - 97 = 3) 4ū – 67 = 4) -9ū – 77 =

Answers

The equations where ū = (-7,2), can be simplified as follows:

1) 2*(-7,2) + 4y = (-14,4) + 4y = (-14 + 4y, 4 + 4y). 2)  10*(-7,2) - 97 = (-70,20) - 97 = (-70 - 97, 20 - 97) = (-167, -77).

3) 4*(-7,2) - 67 = (-28, 8) - 67 = (-28 - 67, 8 - 67) = (-95, -59).

4) -9*(-7,2) - 77 = (63, -18) - 77 = (63 - 77, -18 - 77) = (-14, -95).

In each of these equations, the vector ū = (-7,2) is multiplied by a scalar and then additional operations are performed.

In the first equation, 2ū is equivalent to doubling each component of the vector, resulting in (-14,4). Then, 4y represents the scalar multiplication of 4 with a generic vector y, which cannot be simplified further without knowing the value of y.

In the second equation, 10ū represents multiplying each component of the vector ū by 10, resulting in (-70,20). Then, subtracting 97 from this vector gives (-70 - 97, 20 - 97) = (-167, -77).

In the third equation, 4ū represents multiplying each component of the vector ū by 4, resulting in (-28,8). Then, subtracting 67 from this vector gives (-28 - 67, 8 - 67) = (-95, -59).

In the fourth equation, -9ū represents multiplying each component of the vector ū by -9, resulting in (63,-18). Then, subtracting 77 from this vector gives (63 - 77, -18 - 77) = (-14, -95).

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Identify the graph of the polar equation r = 4 cos 20. a) Rose with 4 leaves b) Rose with 6 leaves c) Rose with 2 leaves d) Rose with 3 leaves

Answers

a) Rose with 4 leaves. The graph of the polar equation r = 4 cos 20 represents a rose with 4 leaves.

In polar coordinates, the equation r = 4 cos 20 represents a graph where the distance from the origin (r) is determined by the cosine of the angle (20 degrees in this case). The value of r will be positive for angles where the cosine is positive, and negative for angles where the cosine is negative.

To determine the number of leaves in the graph, we count the number of times the curve intersects the positive x-axis (or the polar axis). Each intersection corresponds to a leaf.

In this case, the cosine function has a period of 360 degrees (or 2π radians). The equation r = 4 cos 20 will intersect the positive x-axis 5 times within a full revolution (360 degrees) because each intersection occurs at 180 degrees (20 degrees, 200 degrees, 380 degrees, 560 degrees, and 740 degrees). Therefore, the graph represents a rose with 4 leaves.

Hence, the correct answer is: a) Rose with 4 leaves.

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Write the vector in R2 which has initial point (-5, 4) and terminal point (12, -17).

Answers

The vector is (17, -21). This means that starting from the initial point (-5, 4) and moving in the direction of the vector, we will reach the terminal point (12, -17).

The vector in R2 with an initial point (-5, 4) and terminal point (12, -17) can be calculated by subtracting the coordinates of the initial point from the coordinates of the terminal point.

The vector can be represented as: (12, -17) - (-5, 4) = (12 + 5, -17 - 4) = (17, -21)

So, the vector in R2 that has an initial point (-5, 4) and terminal point (12, -17) is (17, -21).

To find the vector, we subtract the initial point from the terminal point. In this case, we subtract the coordinates of the initial point (-5, 4) from the coordinates of the terminal point (12, -17).

For each component, we subtract the corresponding values:

x-component: 12 - (-5) = 17

y-component: -17 - 4 = -21

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probability question

1. A fruit basket contains 5 apples and 7 oranges.Paul picks a fruit at random from the basket and eats it.He then picks another fruit at random to eat.Find the probability of Paul picking:

a) 2 apples
b) 1 apple and 1 orange

-construct a probability tree to find the answers.​

Answers

The probability of getting:

a) 2 apples is 5/33

b) 1 apple and 1 orange 35/132 .

Here, we have,

given that,

A fruit basket contains 5 apples and 7 oranges.

Paul picks a fruit at random from the basket and eats it.

He then picks another fruit at random to eat.

so, we get,

total number of fruits = 12

now, we have,

a) P( pick 1 apple) = 5/12

then, P( pick another 1 apple) = 4/11

so, we get,

P( picking 2 apples) = 5/12 * 4/11 = 20/132 = 5/33

b) P( pick 1 apple) = 5/12

then, P( pick 1 orange) = 7/11

so, we get,

P( picking 1 apple and 1 orange) = 5/12 *  7/11 = 35/132

Hence, The probability of getting:

a) 2 apples is 5/33

b) 1 apple and 1 orange 35/132 .

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outliers are extreme values above or below the mean that require special consideration. True/ False

Answers

Answer:

false

Step-by-step explanation:

outliers can be neglected especially when working out the mean

Therefore, The statement that "outliers are extreme values above or below the mean that require special consideration" is True.

Explanation:
Outliers are extreme values that lie significantly above or below the mean. They have special considerations because they can affect the interpretation of the mean and standard deviation. For instance, if an outlier is included in the dataset, the mean will be different from when it is excluded, making the mean unreliable. Therefore, outliers should be examined carefully to determine if they represent a genuine value or an error.

Therefore, The statement that "outliers are extreme values above or below the mean that require special consideration" is True.

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Solve the following logarithmic equation. log (12-x) = 0.5 Select the correct choice below and, if necessary, fill in the answer box to co A. The solution set is { }. (Type an exact answer.) B. The solution set is the set of real numbers. C. The solution set is the empty set.

Answers

The correct choice is A. The solution set is { } x is not defined for real numbers because the square root of 10 is an irrational number there is no real number solution for the equation log (12-x) = 0.5.

The equation log (12-x) = 0.5 can be rewritten in exponential form as 10^(0.5) = 12-x.Simplifying, we have √10 = 12-x.

To solve for x, we isolate it by subtracting √10 from both sides: x = 12 - √10.However, when evaluating this expression, we find that x is not defined for real numbers because the square root of 10 is an irrational number. Therefore, there is no real number solution for the equation.

Hence, the solution set is an empty set, and the correct choice is C. The solution set is the empty set.

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Find an equation of the ellipse that has center (5,−3), a minor
axis of length 6 and a vertex at (−9,−3)

Answers

To find the equation of the ellipse with a center at (5, -3), a minor axis of length 6, and a vertex at (-9, -3), we can use the standard form of the equation for an ellipse.

The standard form equation of an ellipse centered at (h, k) with horizontal major axis length 2a and vertical minor axis length 2b is ((x - h)² / a²) + ((y - k)² / b²) = 1. By substituting the given values into the standard form equation, we can determine the equation of the ellipse.

The center of the ellipse is (5, -3), which gives us the values of h = 5 and k = -3 in the standard form equation.

The minor axis length is given as 6, which corresponds to the value of 2b in the standard form equation. Therefore, b = 6 / 2 = 3.

One vertex of the ellipse is given as (-9, -3), which means the distance between the center and a vertex is a. Since the major axis length is twice the distance between the center and a vertex, we have a = (-9 - 5) / 2 = -14 / 2 = -7.

Using the values of h = 5, k = -3, a = -7, and b = 3, we substitute them into the standard form equation ((x - h)² / a²) + ((y - k)² / b²) = 1.

This gives us ((x - 5)² / (-7)²) + ((y + 3)² / 3²) = 1 as the equation of the ellipse with center (5, -3), a minor axis of length 6, and a vertex at (-9, -3).

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Assume the length X, in minutes, of a particular type of telephone
conversation is a random variable with the probability density
function below. Complete parts (a) through (c) be
f(x) =
ANSWER C BASE
Assume the length X, in minutes, of a particular type of telephone conversation is a X 4 X20, f(x) = e 4 0, elsewhere (a) Determine the mean length E(X) of this type of telephone conversation. E(X) =

Answers

Given probability density function is,f(x) = e⁻⁴/x, 4 < x < 20Elsewhere, f(x) = 0(a) Determine the mean length E(X) of this type of telephone conversation.

Mean or expected value E(X) is given by,

E(X) = ∫[a, b] xf(x)dxHere, a = 4, b = 20∴

E(X) = ∫[4, 20] x(e⁻⁴/x)dx......(i)

telephone conversation.

The variance V(X) is given by,V(X) = E(X²) - [E(X)]²Using (i) with x² in place of x, we get,

E(X²) = ∫[4, 20] x²(e⁻⁴/x)dx......(ii)

Standard deviation σ is given by,σ = √V(X)= √63.42= 7.97 (approx)∴ Standard deviation σ of the length of this type of telephone conversation is 7.97 (approx).(c)

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A magazine reported that 3% of Turkish drivers smoke while driving. If 300 drivers are selected at random, find the probability that at least 7 drivers accept that they smoke while driving.

Answers

The probability that at least 7 drivers accept that they smoke while driving is 0.0089.

Let X be the number of drivers that admit to smoking while driving. X is a binomial distribution with parameters n = 300 and p = 0.03.

We need to calculate P(X ≥ 7).

Binomial probability: P(X = k) = \binom{n}{k}p^kq^{n-k}

where k is the number of successes in n trials with the probability of success equal to p, and the probability of failure equal to q.

We need to calculate the probability that at least 7 drivers accept that they smoke while driving.

We can do that using the formula below:P(X ≥ 7) = 1 - P(X < 7)To find P(X < 7), we can use the binomial probability formula and calculate the probability for k = 0, 1, 2, 3, 4, 5, and 6.

P(X < 7) = P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6)P(X < 7) = 0.9911

To find P(X ≥ 7), we can use the formula:P(X ≥ 7) = 1 - P(X < 7)P(X ≥ 7) = 1 - 0.9911P(X ≥ 7) = 0.0089

Therefore, the probability that at least 7 drivers accept that they smoke while driving is 0.0089.

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the radius of cylinder a is three time the radius of cone b, but the height of cylinder a is half the height of cone b. find the ratio of the volume of a to the volume of b

Answers

Answer:

Ratio of the volume of cylinder a to the volume of cone b is [tex]27 \colon 2[/tex] .

Step-by-step explanation:

Let radius of cone b be r. Then the radius of cylinder a is [tex]3r[/tex].

Let height of the cone b be [tex]h[/tex], then the height of the cylinder a is [tex]\frac{h}{2}[/tex].  

Volume of a cone b = [tex]\frac{1}{3} \times \pi \times r^2 \times h[/tex]

Volume of cylinder a = [tex]\pi \times R^2 \times H[/tex]

                                  [tex]= \times \pi \times (3r)^2 \times \frac{h}{2}[/tex]

                                 [tex]= \pi \times 9r^2 \times \frac{h}{2}[/tex]

Ratio of the volume of cylinder a to the volume of cone b

                                       [tex]= \frac{volume \ of \ cylinder \ a}{volume \ of \ cone \ b}[/tex]

                                     [tex]= \frac{\pi \times 9r^2 \times \frac{h}{2}}{\frac{1}{3} \times \pi \times r^2 \times h}[/tex]

                                      [tex]= \frac{27}{2}[/tex]

[tex]\therefore[/tex] Ratio of the volume of cylinder a to the volume of cone b is [tex]27 \colon 2[/tex] .    

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1 (12x³+3x²-10x+√3)dx
36x² + 6x - 10
x4+x³-5x²+√√3+c
3x4+x³-5x²+√3x+c
3x4+x³-5x² +c O

Answers

Therefore, given integral is:[tex]$$\int \left(12x^3 + 3x^2 - 10x + \sqrt{3}[/tex]\right)dx$$ option B is correct.

The given integral is:$$\int \left(12x^3 + 3x^2 - 10x + \sqrt{3} \right)dx$$

Now, we need to integrate each term separately.

[tex]$$ \begin{aligned}\int \left(12x^3 + 3x^2 - 10x + \sqrt{3} \right)dx &= \int 12x^3dx + \int 3x^2 dx - \int 10x dx + \int \sqrt{3} dx\\ &= 3x^4 + x^3 - 5x^2 + \sqrt{3}x + C \end{aligned}[/tex]$$So, the required answer is:

[tex]$$\boxed{x^4 + x^3 - 5x^2 + \sqrt{3}x + C}$$[/tex]

Therefore, option B is correct.

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Let the principal is 30,000USD and the annual interest rate is 4%.

Then, calculate the total amount of principal and interest under the following systems and period:

Please fill in the answer in the blank
Under the system of 1-year compound interest,

a. a half year later, the total amount is ( 1 ) USD

b. 1 year later, the total amount is ( 2 ) USD and

c. 2 years later, the total amount is ( 3 ) USD

Answers

The total amount 2 years later is $32,448 USDC) 2 years later, the total amount is $32,448 USD.

The principal is $30,000 and the annual interest rate is 4%.

a) A half-year later, the total amount is $30,600.00 USD

Interest per year = Principal × Rate of interest = $30,000 × 4% = $1,200

Hence, interest per half-year = Interest per year / 2 = $1,200 / 2 = $600

Total amount after a half year = Principal + Interest per half year= $30,000 + $600 = $30,600.00 USD.

b) 1 year later, the total amount is $31,440 USD

Since it is compounded annually, after 1 year, the amount is given by

A = P(1 + R)n where

P = $30,000R = 4% per annum = 1 yearA = $30,000(1 + 4%)1A = $30,000 × 1.04A = $31,200 USDThe total amount 1 year later is $31,200 USD

Further, if this amount is invested for another year, then the amount is given by

A = P(1 + R)n whereP = $31,200R = 4% per annumn = 1 yearA = $31,200(1 + 4%)1A = $32,448 USD

The total amount 2 years later is $32,448 USDC) 2 years later, the total amount is $32,448 USD.

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for the inverse variation equation xy = k, what is the constant of variation, k, when x = 7 and y = 3?three-seventhsseven-thirds1021

Answers

when x = 7 and y = 3, the constant of variation, k, is equal to 21.

In an inverse variation equation, the product of x and y is constant. The equation can be written as xy = k, where k represents the constant of variation.

To find the constant of variation, we can substitute the given values of x = 7 and y = 3 into the equation and solve for k.

7 * 3 = k

21 = k

what is equation?

An equation is a mathematical statement that states the equality of two expressions. It consists of two sides, known as the left-hand side (LHS) and the right-hand side (RHS), connected by an equals sign (=). The equals sign indicates that the LHS and RHS are equivalent or have the same value.

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What is the main difference between Jacobi's and Gauss-seidal?

Select the correct answer

A. Convergence in Jacobi's method is faster
B. None of the mentioned
C. Gauss seidal cannot solve the system of linear equations in three variables whereas Jacobi cannot
D. Deviation from the correct answer is more in gauss seidal
E. Computations in Jacobi s can be done in parallel but not in Gauss-seidal

Answers

The main difference between Jacobi's method and Gauss-Seidel method is that computations in Jacobi's method can be done in parallel, while computations in Gauss-Seidel method are sequential. This makes Jacobi's method more suitable for parallel processing. None of the other options mentioned are correct.

Jacobi's method and Gauss-Seidel method are both iterative methods used to solve systems of linear equations. The key difference lies in how the iterations are performed.

In Jacobi's method, the solution for each variable is updated simultaneously using the values from the previous iteration. This means that the computations for each variable can be done independently and in parallel. This parallel nature of Jacobi's method makes it suitable for implementation in parallel computing architectures or algorithms.

On the other hand, Gauss-Seidel method updates the solution for each variable sequentially, using the most recently computed values. The updated values of variables are used immediately in subsequent computations. This sequential nature of Gauss-Seidel method limits its ability to be implemented in parallel.

Therefore, the correct answer is option E: Computations in Jacobi's method can be done in parallel, but not in Gauss-Seidel method.

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Kayleen is using ribbon to wrap gifts. She cut her ribbon into four 16-inch pieces. After she cut the ribbon, there was a piece left over that was 5 inches long. How long was the ribbon before Kayleen cut it?

Answers

Answer:

69 inches

Step-by-step explanation:

The first four parts were each 16 inches, and the remaining fifth part was 5 inches long, so the total length of the ribbon before Kayleen cut it was (16*4)+5 = 64+5 = 69 inches (nice)

A random variable X has moment generating function (MGF) given by 0.9. e2t if t < - In (0.1) Mx (t): 1 -0.1. e2t [infinity] otherwise Compute P(X = 2); round your answer to 4 decimal places. Answer: =

Answers

Answer:

To find the probability P(X = 2), we need to use the moment generating function (MGF) and the formula for the nth moment of a random variable:

Mx(t) = E[e^(tx)] = Σ [x^n P(X = x) e^(tx)]

Taking the second derivative of the MGF with respect to t, we get:

Mx''(t) = E[X^2 e^(tx)]

Setting t = 0.5 in the MGF, we get:

Mx(0.5) = 1 - 0.1e

where e is the mathematical constant e = 2.71828...

Taking the second derivative of the MGF with respect to t, we get:

Mx''(t) = 3.6e^(2t) for t < -ln(0.1)

Mx''(t) = ∞ for t ≥ -ln(0.1)

Therefore, we can write:

E[X^2] = Mx''(0) = 3.6e^0 = 3.6

Using the formula for the variance of a random variable:

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

We need to find E[X] first.

Taking the first derivative of the MGF with respect to t, we get:

Mx'(t) = E[X e^(tx)]

Setting t = 0.5 in the MGF, we get:

Mx'(0.5) = 1.8e

Therefore, we can write:

E[X] = Mx'(0) = 1.8

Now we can find the variance:

Var(X) = E[X^2] - E[X]^2 = 3.6 - 1.8^2 = 0.72

Finally, we can find the probability P(X = 2) using the formula for the probability mass function (PMF) of a discrete random variable:

P(X = 2) = e^(-λ) λ^k / k!

where λ is the expected value of the random variable, which is also the parameter of the Poisson distribution.

In this case, λ = E[X] = 1.8, and k = 2.

Therefore, we can write:

P(X = 2) = e^(-1.8) (1.8)^2 / 2! ≈ 0.1638

Rounding to 4 decimal places, we get:

P(X = 2) ≈ 0.1638

hope it helps!!

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