Shares of Apple (AAPL) for the last five years are collected Returns for Apple's stock were 37 7% for 2014, -4.6% for 2015, 10% for 2016, 46 1% for 2017 and -66% for 2018. The variance is how much for this data? OA 472 04 OB.750 5 OC 890 1 O 0.690 1

Answers

Answer 1

The variance for the given data on Apple's stock returns over the last five years is 267.47.

Variance is a statistical measure that quantifies the dispersion or spread of a dataset. To calculate the variance, we need to find the average of the squared differences between each data point and the mean of the dataset. Here, we have the following stock returns for Apple over the last five years: 37.7%, -4.6%, 10%, 46.1%, and -66%.

First, we find the mean by summing up all the returns and dividing by the total number of returns (5 in this case). The mean is (37.7 - 4.6 + 10 + 46.1 - 66) / 5 = 4.44%.

Next, we calculate the squared differences between each return and the mean: (37.7 - 4.44)^2, (-4.6 - 4.44)^2, (10 - 4.44)^2, (46.1 - 4.44)^2, and (-66 - 4.44)^2.

Summing up these squared differences and dividing by the total number of returns, we get the variance: (1340.07 + 166.41 + 26.92 + 1694.61 + 7264.72) / 5 = 1,337.34 / 5 = 267.468.

Rounding this value to two decimal places, the variance for the given data is 267.47.

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Related Questions

The sum of the first 20 terms of the series −2 + 6 − 18 + 54 − ... is

Answers

the sum of the first 20 terms of the series is approximately equal to [tex]$-2.7*10^9$.[/tex]

The given series is given as: $-2 + 6 - 18 + 54 - ... $The nth term of the given series is given as[tex]$a_n = (-2)^{n-1} * 3^{n-1}$The sum of n terms of the series is given by the formula $S_n = \frac{a(1-r^n)}{1-r}$[/tex] where a is the first term, r is the common ratio and n is the number of terms.Substituting the given values in the formula of sum of n terms, we get: [tex]$S_{20} = \frac{-2(1-(-3)^{20})}{1-(-3)}$ $= \frac{-2(1-3^{20})}{4}$ $= -\frac{1}{2}(3^{20} - 1)$ $\approx -2.7*10^9$Therefore, the sum of the first 20 terms of the series is approximately equal to $-2.7*10^9$[/tex].Explanation:[tex]The formula of the sum of n terms of a geometric progression is given by $S_n = \frac{a(1-r^n)}{1-r}$.The sum of n terms of the series is given by the formula $S_n = \frac{a(1-r^n)}{1-r}$[/tex] where a is the first term, r is the common ratio and n is the number of terms.Substituting the given values in the formula of sum of n terms, we [tex]get: $S_{20} = \frac{-2(1-(-3)^{20})}{1-(-3)}$ $= \frac{-2(1-3^{20})}{4}$ $= -\frac{1}{2}(3^{20} - 1)$ $\approx -2.7*10^9$[/tex]

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Andrew is fishing. If either Andrew is fishing or Ian is swimming then Ken is sleeping. If Ken is sleeping then Katrina is eating. Hence Andrew is fishing and Katrina is eating. B. Andrew is fishing. If either Andrew is fishing of Ian is swimming then Ken is sleeping. If Ken is sleeping then Katrina is eating. Hence Andrew is fishing and Ian is swimming. 1. Represent the elementary propositions in A. and B. with propositional variables. (5 pts each)

Answers

Given that, Andrew is fishing. If either Andrew is fishing or Ian is swimming then Ken is sleeping. If Ken is sleeping then Katrina is eating. Hence, Andrew is fishing, and Katrina is eating.We need to represent the elementary propositions in A. and B. with propositional variables.

A. Andrew is fishing. If either Andrew is fishing or Ian is swimming then Ken is sleeping. If Ken is sleeping then Katrina is eating. Hence Andrew is fishing and Katrina is eating.Let A represent that Andrew is fishing. Let I represent that Ian is swimming.Let K represent that Ken is sleeping.Let T represent that Katrina is eating.Then, the given statement can be represented as:

A → K → T

B. Andrew is fishing. If either Andrew is fishing or Ian is swimming then Ken is sleeping. If Ken is sleeping then Katrina is eating. Hence Andrew is fishing and Ian is swimming.Let A represent that Andrew is fishing.Let I represent that Ian is swimming.Let K represent that Ken is sleeping.Let T represent that Katrina is eating.Then, the given statement can be represented as: A ∨ I → K → T

Therefore, the elementary propositions in A. and B. with propositional variables are:

In A: A → K → TIn B: A ∨ I → K → T

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bonnie bought ten more cans of pop as she did bags of chips. She spent $17.50.

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Bonnie bought approximately 4 bags of chips and 14 cans of pop for a total cost of $17.50.

Let's assume the number of bags of chips Bonnie bought is x.

According to the given information, Bonnie bought ten more cans of pop than bags of chips. Therefore, the number of cans of pop Bonnie bought is x + 10.

We are also given that Bonnie spent $17.50 on these purchases.

Now, let's calculate the total cost of the bags of chips and cans of pop:

Cost of x bags of chips = x dollars

Cost of (x + 10) cans of pop = (x + 10) dollars

The total cost is the sum of the cost of bags of chips and cans of pop:

Total cost = x + (x + 10) = 2x + 10

According to the given information, the total cost is $17.50:

2x + 10 = 17.50

Subtracting 10 from both sides of the equation:

2x = 17.50 - 10

2x = 7.50

Dividing both sides by 2:

x = 7.50 / 2

x = 3.75

Therefore, Bonnie bought 3.75 bags of chips (which we'll assume is 4 bags since we can't have a fraction of a bag) and (3.75 + 10) = 13.75 (which we'll assume is 14 cans since we can't have a fraction of a can) cans of pop.

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1257160 14/16 answered Question 14 ♥ < Check Answer A radioactive substance decays exponentially. A scientist begins with 110 milligrams of a radioactive substance. After 15 hours, 55 mg of the substance remains. How many milligrams will remain after 25 hours? > mg Give your answer accurate to at least one decimal place Question Help: Video Message instructor Let f(x) = 4x² + 5z +2 and let g(h). Determine each of the following: (a) g(1) = (b) g(0.1) (c) g(0.01) - f(1+h)-f(1) h You will notice that the values that you entered are getting closer and closer to a number L. This number is called the limit of g(h) as h approaches 0 and is also called the derivative of f(x) at the point when 21. We will see more of this when we get to the calculus textbook. Enter the value of L: Question Help: Message instructor Check Answer

Answers

The amount of the substance remaining after 25 hours is approximately 40.2 milligrams.

Given data:

Initial amount of radioactive substance = 110 milligrams

After 15 hours, the remaining amount of the substance = 55 milligrams

Let P(t) be the amount of the radioactive substance remaining after time t.

Since the substance decays exponentially, the rate of decay is proportional to the amount remaining. This can be modeled by the differential equation dP/dt = -kP, where k is the decay constant.

To solve this differential equation, we can use the method of separation of variables.

dP/dt = -kP

dP/P = -k dt

Integrating both sides, we get:

ln |P| = -kt + C, where C is the constant of integration.

Using the initial condition that P(0) = 110, we get:

ln |110| = C, so C = ln 110

Therefore,ln |P| = -kt + ln 110

Simplifying, we get:

ln |P/110| = -kt

Taking exponential of both sides, we get:

P/110 = e^(-kt)

Multiplying both sides by 110, we get:

P = 110 e^(-kt)

At t = 15, P = 55. So we get:

55 = 110 e^(-15k)

Solving for k, we get:

k = ln 2 / 15

Using this value of k, we can find P for t = 25:

P = 110 e^(-kt)

= 110 e^(-ln 2 / 15 * 25)

≈ 40.2 mg

Therefore, the amount of the substance remaining after 25 hours is approximately 40.2 milligrams.

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5 Find the exact value of the trigonometric expression given that sin u = - 13 cos(u + v) and cos v = - 24 25 (Both u and v are in Quadrant III.)

Answers

The exact value of the trigonometric expression is [tex]$\sin(u-v) = \frac{24}{25}$[/tex].

In the given problem, we are given that [tex]$\sin(u) = -13\cos(u+v)$[/tex] and [tex]$\cos(v) = -\frac{24}{25}$[/tex] .Quadrant III has both u and v, therefore we know that the sine function is negative and the cosine function is positive.. Therefore, [tex]$\sin(u) = -\frac{13}{\sqrt{1+\tan^2(u+v)}}$[/tex] and [tex]$\cos(v) = -\frac{24}{25}$[/tex].

To find the value of [tex]$\sin(u-v)$[/tex], we can use the trigonometric identity [tex]$\sin(u-v) = \sin(u)\cos(v) - \cos(u)\sin(v)$[/tex].

Substituting the given values, we have

[tex]$\sin(u-v) = -\frac{13}{\sqrt{1+\tan^2(u+v)}} \cdot \left(-\frac{24}{25}\right) - \cos(u)\sin(v)$[/tex].

Since  [tex]$\cos(u) = \sqrt{1-\sin^2(u)} = \sqrt{1-\left(-\frac{13}{\sqrt{1+\tan^2(u+v)}}\right)^2}$[/tex],

we can simplify the expression to

[tex]$\sin(u-v) = \frac{312}{25\sqrt{1+\tan^2(u+v)}} - \cos(u)\sin(v)$[/tex]

However, it is impossible to determine the precise value of u without more knowledge or additional equations connecting u and v  [tex]$\sin(u-v)$[/tex]  based on the specified factors.

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Given the following rational functions, find all holes or asymptotes, and intercepts, and graph them. f(x)= x−2
3x−2

Given the following rational functions, find all holes or asymptotes, and intercepts, and graph them. j(x)= x−2
3x−2

4]

Answers

The graph approaches the vertical asymptote at x = 2/3 and the horizontal asymptote y = 1/3 as x approaches positive or negative infinity. The function intersects the x-axis at x = 2 and the y-axis at y = 1.

Holes:

Holes occur when a factor in the numerator cancels out with a factor in the denominator. In this case, the factor (x - 2) can cancel out with the factor (3x - 2). To find the value(s) of x where this occurs, we set the denominator equal to zero and solve:

3x - 2 = 0

3x = 2

x = 2/3

So, there is a hole at x = 2/3.

Vertical Asymptotes:

Vertical asymptotes occur when the denominator becomes zero and the numerator is nonzero. In this case, the denominator is 3x - 2. Setting it equal to zero:

3x - 2 = 0

3x = 2

x = 2/3

Therefore, there is a vertical asymptote at x = 2/3.

Horizontal Asymptotes:

To determine the horizontal asymptote(s), we compare the degrees of the numerator and denominator. In this case, the degree of the numerator is 1, and the degree of the denominator is also 1. Since the degrees are equal, we can find the horizontal asymptote by comparing the coefficients of the highest degree terms. The coefficient of x in the numerator is 1, and the coefficient of x in the denominator is 3. Thus, the horizontal asymptote is given by the ratio of the coefficients: y = 1/3.

x-Intercept:

To find the x-intercept, we set the numerator equal to zero and solve:

x - 2 = 0

x = 2

Therefore, there is an x-intercept at x = 2.

y-Intercept:

To find the y-intercept, we set x equal to zero and evaluate the function:

f(0) = (0 - 2)/(3 * 0 - 2) = -2/(-2) = 1

Therefore, there is a y-intercept at y = 1.

Now, let's graph the function f(x) = (x - 2)/(3x - 2):

There is a hole at x = 2/3, so we exclude this point from the graph.

There is a vertical asymptote at x = 2/3.

There is a horizontal asymptote at y = 1/3.

There is an x-intercept at x = 2.

There is a y-intercept at y = 1.

Based on these characteristics, we can plot the graph of f(x):

      |\

      | \

      |  \

      |   \

      |    \

_______|     \____

      |      \

      |       \

      |        \

      |         \

      |          \

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The table represents the function fix).
f(x)
X
-3
-2
−1
0
1
2
3
-3
0
3
69
9
What is (3)?
09

Answers

F(3) is equal to 9, based on the given table and the corresponding values of x and f(x). Option D.

To find the value of F(3) based on the given table, we look at the corresponding x-value of 3 and find its corresponding f(x) value.

From the table, we see that when x = 3, f(x) = 9. Therefore, F(3) = 9.

The table shows the values of x and their corresponding f(x) values. We can see that when x increases by 1, f(x) also increases by 3. This indicates that the function has a constant rate of change, where the change in f(x) is always 3 units for every 1 unit change in x.

Given that F(3) represents the value of the function when x = 3, we look at the x-values in the table and find the corresponding f(x) value. In this case, when x = 3, f(x) = 9.

Therefore, the value of F(3) is 9. Option D is correct.

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The vector x is in a subspace H with a basis
B=​{b1​,b2​}.
Find the​ B-coordinate vector of
x.
b1=
4
−7
​, b2=
−1
3
​, x=
8
−9
Question content area bottom
Part 1
[x]B=enter your response here

Answers

The B-coordinate vector of vector x is [x]B = [2, -3].  the B-coordinate vector of x with respect to the basis B = {b1, b2} is [2, -3].

To find the B-coordinate vector of x, we need to express x as a linear combination of the basis vectors in B. Let's denote the B-coordinate vector of x as [x]B = [c1, c2], where c1 and c2 are the coefficients.

Since x is in the subspace H with basis B = {b1, b2}, we can express x as a linear combination of b1 and b2:

x = c1 * b1 + c2 * b2.

Plugging in the given values:

[8, -9] = c1 * [4, -7] + c2 * [-1, 3].

This equation can be rewritten as a system of linear equations:

4c1 - c2 = 8,

-7c1 + 3c2 = -9.

Solving this system of equations, we find c1 = 2 and c2 = -3. Therefore, the B-coordinate vector of x is [x]B = [2, -3].

In summary, the B-coordinate vector of x with respect to the basis B = {b1, b2} is [2, -3].

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Let a be a positive real number. Find the smallest possible value of a^2 - 6a + 36 - (6/a) + (1 / a^2).​

Answers

The correct option is (d) 18.Given, a is a positive real number. We need to find the smallest possible value of a² - 6a + 36 - 6/a + 1/a².Now, let us first simplify the given expression.a² - 6a + 36 - 6/a + 1/a²= a² - 6a + 9 + 27 - 6/a + 1/a²= (a - 3)² + (1/a - 3)² + 18 ≥ 18.

Now, as the squares of real numbers are non-negative, hence, the minimum value of the given expression will be 18 and the minimum value is attained when(a - 3)² = 0  or a = 3 and (1/a - 3)² = 0 or 1/a = 3.

Thus, the smallest possible value of a² - 6a + 36 - 6/a + 1/a² is 18 and is attained when a = 3.

Hence, the correct option is (d) 18.

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Which ef the tollowing it the general selusian of 4y′′ i y=0 ? v(t)=ϵ1​et+c2​ettv(t)=c1​ct/+ϵj​et/2w(t)=c1​cos(t/2)+c2​sin(t/2)​ v(t)=c1​et+c2​e−1

Answers

The general solution of 4y′′ in y=0 can be represented in the form of v(t) = c1et + c2e−1

The given differential equation is y=0.

The characteristic equation of the given differential equation is r^2 = 0.

Since r = 0 is a repeated root of the characteristic equation, the general solution of the differential equation is represented by:v(t) = (c1 + c2t)e0t = c1 + c2t.

Since no initial conditions are provided, the general solution of the differential equation cannot be completely defined.

There are a few options available for the representation of the general solution.

Here are a few examples:

v(t) = c1et + c2e−1w(t) = c1 cos(t/2) + c2 sin(t/2)

The general solution of 4y′′ in y=0 can be represented in the form of v(t) = c1et + c2e−1

The general solution of 4y′′ in y=0 can be represented in the form of v(t) = c1et + c2e−1.

The general solution of the differential equation y=0 is represented by v(t) = c1et + c2e−1.

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In a circle of radius 9m, Find the area of a sector with central
angle /3 radians

Answers

The area of the sector is approximately 13.5 times the value of pi. Pi is a mathematical constant that represents the ratio of the circumference to the diameter of a circle. It is an irrational number that goes on infinitely without repeating, but in numerical form it is approximately equal to 3.14159.

The formula for finding the area of a sector involves using the central angle and radius of a circle. The central angle is the angle formed by two radii that extend from the center of the circle to the edge of the sector.

In this case, the given central angle is /3 radians, which means that the sector covers one-third of the entire circle. The radius of the circle is given as 9 meters.

Substituting these values into the formula, we get:

Area of sector = (central angle / 2π) x πr^2

= (/3 / 2π) x π(9)^2

= (/6) x 81π

= 13.5π

Therefore, the area of the sector is approximately 13.5 times the value of pi. Pi is a mathematical constant that represents the ratio of the circumference to the diameter of a circle. It is an irrational number that goes on infinitely without repeating, but in numerical form it is approximately equal to 3.14159.

Multiplying 13.5 by pi gives us approximately 42.411 square meters when rounded to three decimal places. This means that the sector covers about 42.411 square meters of the entire circle's area.

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Let a(t) = −9.8; v(0) = 5; s(0) = 6. Find the position function, using a(t) and the initial values.

Answers

Given a(t) = −9.8; v(0) = 5; s(0) = 6To find the position function, using a(t) and the initial values we need to integrate the acceleration function a(t) twice since we don't have any function defined to directly find the position function.

That means we are going to find the velocity function first and then integrate it again to get the position function.

v(t) = ∫ a(t) dt .....(1)Solving equation (1)v(t) = ∫ -9.8 dtv(t) = -9.8t + Cv(0) = 5When t = 0, v(0) = 5

Therefore, Cv = 5v(t) = -9.8t + 5 Therefore, velocity function isv(t) = -9.8t + 5

Now, to get the position function we need to integrate the velocity functionv(t) = ds(t)/dtSolving aboveds(t) = v(t)dt .....(2)Integrating equation (2)s(t) = ∫ v(t) dtS(t) = -4.9t² + 5t + C(s(0) = 6)When t = 0, s(0) = 6

Therefore, C = 6S(t) = -4.9t² + 5t + 6Therefore, the position function is given byS(t) = -4.9t² + 5t + 6

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Let F(x)=f(x 8
) and G(x)=(f(x)) 8
. You also know that a 7
=14,f(a)=3,f ′
(a)=10,f ′
(a 8
)=12 Then F ′
(a)= and G ′
(a)= Let F(x)=f(f(x)) and G(x)=(F(x)) 2
. You also know that f(3)=8,f(8)=3,f ′
(8)=13,f ′
(3)=4 Find F ′
(3)= and G ′
(3)=

Answers

Using differentiation the given values for f(x) and its derivatives F ′(3) = 52 and G ′(3) = 312, where F(x) = f(f(x)) and G(x) = (F(x))².

To find F ′(3) and G ′(3), we need to use the chain rule to differentiate the given functions.

Given:

F(x) = f(f(x))

G(x) = (F(x))²

f(3) = 8

f(8) = 3

f′(8) = 13

f′(3) = 4

Using the chain rule, we can differentiate F(x) and G(x) as follows:

F ′(x) = f′(f(x)) × f′(x)

G ′(x) = 2 × F(x) × F ′(x)

Now, let's calculate F ′(3) and G ′(3) based on the given information:

F ′(3) = f′(f(3)) × f′(3)

Since f(3) = 8, we have:

F ′(3) = f′(8) × f′(3) = 13 × 4 = 52

G ′(3) = 2 × F(3) × F ′(3)

Since F(3) = f(f(3)) = f(8) = 3, we have:

G ′(3) = 2 × 3 × F ′(3) = 2 × 3 × 52 = 312

Therefore, F ′(3) = 52 and G ′(3) = 312.

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a) Describe a specific, real world scenario where an instantaneous rate of change is positive. [1] b) Describe a specific, real world scenario where an instantaneous rate of change can equal zero. [1] c) Describe a specific, real world scenario where an average rate of change can be negative. [1]

Answers

If the temperature starts at a positive value and gradually decreases, the average rate of change would be negative over that time interval. This indicates a decrease in temperature on average.

a) In a real world scenario, an **instantaneous rate of change** can be positive when a car accelerates from rest to a high speed within a short period of time.

b) An example of a real world scenario where the **instantaneous rate of change** can equal zero is when a moving object reaches its peak height during projectile motion. At the highest point, the object momentarily stops moving vertically before starting to descend.

In a real world scenario, the **average rate of change** can be negative when considering the temperature change over time during a cold winter day. If the temperature starts at a positive value and gradually decreases, the average rate of change would be negative over that time interval. This indicates a decrease in temperature on average.

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Use the limit rules to determine the limit. \[ \lim _{x \rightarrow \infty} \frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} \]

Answers

he limit of given expression [tex]\[ \lim _{x \rightarrow \infty} \frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} \]is\[ \frac{3}{7}\][/tex]

To find the limit of[tex]\[ \lim _{x \rightarrow \infty} \frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} \][/tex], we use the limit rules. Let us simplify the expression first,

[tex]\[\frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} = \frac{x^3(3+\frac{5}{x^2}-\frac{7}{x^3})}{x^4(7-\frac{7}{x}-\frac{4}{x^4})}\][/tex]

The limit as x approaches infinity is:[tex]\[\lim_{x \to \infty}x^3 =\infty \]\[\lim_{x \to \infty}x^4 =\infty \]\[\lim_{x \to \infty} \frac{5}{x^2}=0\]\[\lim_{x \to \infty} \frac{7}{x^3}=0\][/tex]

Using the limit laws and simplifying the expression,[tex]\[\begin{aligned}\lim _{x \rightarrow \infty} \frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} &= \lim _{x \rightarrow \infty} \frac{x^3(3+\frac{5}{x^2}-\frac{7}{x^3})}{x^4(7-\frac{7}{x}-\frac{4}{x^4})} \\&= \lim _{x \rightarrow \infty} \frac{3+\frac{5}{x^3}-\frac{7}{x^4}}{7-\frac{7}{x^3}-\frac{4}{x^4}} \\&= \frac{3+0-0}{7-0-0} =\frac{3}{7}.\end{aligned}\][/tex]

Therefore, the limit of[tex]\[ \lim _{x \rightarrow \infty} \frac{3 x^{3}+5 x-7}{7 x^{4}-7 x^{3}-4} \]is\[ \frac{3}{7}\][/tex].

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Which of the following equations is linear? A. 3x+2y+z=4 B. 3ry + 4 = 1 C. +y=1 D. y = 3r² + 1

Answers

A linear equation is an equation of the first degree with two or three variables. The following equation is linear:

A)3x + 2y + z = 4

Explanation:An equation is linear if it is of the first degree. A linear equation must have only the variables of degree 1 or a constant term. The equation of the first degree is known as linear. The answer is option A, the linear equation is 3x+2y+z=4. Let us check the other equations to see whether they are linear or not:Option B: 3ry + 4 = 1This equation is not linear since the degree of the variable is 1 but the degree of the constant term is zero. Also, 'r' is a variable not a coefficient or constant.Option C: +y=1

This is a linear equation since there is only one variable and the degree of that variable is 1.Option D:

y = 3r² + 1

This is not a linear equation since the degree of the variable is more than 1, i.e., 2. Thus the linear equation is only 3x + 2y + z = 4.

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Find the ratio for this image please!!!!!

Answers

Cos: cah. A/h
5/ 5 sr2

The median weight of a boy whose age is between 0 and 36 months can be approximated by the function \[ w(t)=7.63+1.09 t-0.0075 t^{2}+0.000157 t^{3} \text {. } \] Where \( t \) is measured in months and w is measured in pounds. Use this approximation to find the following for a boy with median weight in parts a) and b) below. a) The weight of the baby at age 12 months. The approximate weight of the baby at age 12 months is lbs. (Round to two decimal places as needed.) b) The rate of change of the baby's weight with respect to time at age 12 months. The rate of change for the baby's weight with respect to time at age 12 months is approximately Ibs/month. (Round to two decimal places as needed.)

Answers

(a) The Baby's weight at 12 month is 20.9 pounds.

(b) At the age of 12 months, the rate-of-change is 0.977 pounds per month.

To find the weight of a baby at 12 months and the rate of change of the baby's weight with respect to time at 12 months, we evaluate the function w(t) = 7.63 + 1.09t - 0.0075t² + 0.000157t³ at t = 12.

Part (a) : The weight of the baby at 12 months:

To find the weight at 12 months, we substitute t = 12 into the function:

We get : w(12) = 7.63 + 1.09(12) - 0.0075(12)² + 0.000157(12)³,

w(12) = 7.63 + 13.08 - 0.0075(144) + 0.000157(1,728),

w(12) = 7.63 + 13.08 - 1.08 + 0.27

w(12) ≈ 19.9

So, weight of baby at 12 months is approximately 20.9 pounds

Part (b) : The rate of change of the baby's weight with respect to time at 12 months:

To find the rate of change, we calculate derivative of function with respect to t and then evaluate it at t = 12.

w'(t) = 1.09 - 0.015t + 0.000471t²,

Substituting t = 12 into the derivative:

We get : w'(12) = 1.09 - 0.015(12) + 0.000471(12)²,

w'(12) = 1.09 - 0.18 + 0.067

w'(12) ≈ 0.977

Therefore, rate-of-change of baby's weight with respect to time at 12 months is approximately 0.977 pounds per month.

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The given question is incomplete, the complete question is

The median weight of a boy whose age is between 0 and 36 months can be approximated by the function

w(t) = 7.63 + 1.09t - 0.0075t² + 0.000157t³ , where "t" is measured in months and "w" is measured in pounds.

(a) The weight of baby at age 12 months

(b) The rate of change of baby's weight with respect to time at age 12 months.

please, all 9 if that is not to much asked...
I want to use your answer and practice myself with different
numbers.
(a) f(x) = √9-2x 5 (d) f(x) = √√x+1-5x (g) f(x)= x+5 12x²+28x+15 (b) f(x) = √x x² – 25 (e) f(x)=√5-x+√√3x+16 (h) f(x) = √x+7 x2-4x-12 (c) ƒ (x) = 7x+12 4 x+6 (1) f(x) = 5√x+1-10

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[tex]Given functions are:f(x) = √(9-2x)5 ------------------(a)f(x) = √√x+1-5x ------------------(d)f(x)= x+5/12x²+28x+15 ------------------(g)f(x) = √(x)/(x² – 25) ------------------(b)f(x)=√(5-x)+√√3x+16 ------------------(e)f(x) = √(x+7)/(x²-4x-12) ------------------(h)ƒ (x) = 7x+12/4x+6 ------------------(c)f(x) = 5√(x+1)-10 ------------------(1)(a) f(x) = √(9-2x)5[/tex]Solution:Given function is[tex]f(x) = √(9-2x)5[/tex]Here the radicand is 9-2x, which must be non-negative.

Therefore,9-2x ≥ 0Or, 2x ≤ 9Or, x ≤ 9/2f(x) exists for x ≤ 9/2(b) f(x) = √x/(x² – 25)Solution:Given function is f(x) = √x/(x² – 25)Here the radicand of the numerator is x, which must be non-negative.

Therefore, x ≥ 0Also, the radicand of the denominator is x²-25, which must be positive.

T[tex]herefore, x²-25 > 0Or, (x-5)(x+5) > 0Or, x < -5, or x > 5So, the domain of f(x) is: x ∈ [0,5) U (5, ∞)(c) ƒ (x) = (7x+12)/(4x+6)Solution:Given function is ƒ (x) = (7x+12)/(4x+6)[/tex]

Here the denominator is 4x+6, which must be non-zero.

[tex]Therefore,4x+6 ≠ 0Or, x ≠ -3/2So, the domain of ƒ(x) is: x ∈ (-∞, -3/2) U (-3/2, ∞)(d) f(x) = √√x+1-5xSolution:Given function is f(x) = √√x+1-5xHere the radicand is √x+1-5x, which must be non-negative. Therefore, √x+1-5x ≥ 0Or, √x+1 ≥ 5xOr, x+1 ≥ 25x²Or, 25x² - x -1 ≤ 0[/tex]

[tex]Using quadratic formula,25x² - x -1 = 0 has roots:$$x = \frac{1 \pm \sqrt{1+4(25)(1)}}{50} = \frac{1 \pm 11}{50}$$$$x = -\frac{1}{25}, \frac{1}{5}$$[/tex]

[tex]Thus, f(x) exists for $x \in \left(-\infty,-\frac{1}{25}\right] \bigcup \left[\frac{1}{5},\infty \right)$.(e) f(x)=√(5-x)+√√3x+16Solution:Given function is f(x)=√(5-x)+√√3x+16[/tex]

Here the radicands are 5-x and 3x+16, which must be non-negative.

[tex]Therefore,5-x ≥ 0 Or, x ≤ 5Also, 3x+16 ≥ 0Or, x ≥ -16/3Therefore, the domain of f(x) is: x ∈ [-16/3, 5](f) f(x) = √x+7/x²-4x-12Solution:Given function is f(x) = √(x+7)/(x²-4x-12)[/tex]

Here the radicand of the numerator is x+7, which must be non-negative.

Therefore, x ≥ -7Also, the radicand of the denominator is x²-4x-12 = (x-6)(x+2), which must be non-zero.

[tex]Therefore, x ≠ 6, -2So, the domain of f(x) is: x ∈ [-7, -2) U (-2, 6) U (6, ∞)(g) f(x)= x+5/12x²+28x+15Solution: Given function is f(x) = (x+5)/(12x²+28x+15)[/tex]

Here the denominator is 12x²+28x+15, which must be non-zero.

[tex][tex]Therefore,12x²+28x+15 ≠ 0Or, (4x+3)(3x+5) ≠ 0Or, x ≠ -3/4, -5/3[/tex]

So, the domain of f(x) is: x ∈ (-∞, -3/4) U (-3/4, -5/3) U (-5/3, ∞)(1) f(x) = 5√x+1-10[/tex]

Solution: Given function is f(x) = 5√x+1-10Here the radicand is x+1, which must be non-negative.

[tex]Therefore, x ≥ -1So, the domain of f(x) is: x ∈ [-1, ∞)[/tex]

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The domain of `f(x)`, we need to make sure that the radicand is greater than or equal to zero.

`x + 1 ≥ 0` ⇒ `x ≥ -1` and `√x+1-2 ≥ 0` ⇒ `x ≥ 3`.

The domain of f(x) = 5√x+1-10 is: `{x: x ≥ 3}`.

Given the functions `(a) to (h)` are:

f(x) = √9-2x 5(d)

f(x) = √√x+1-5x(g)

f(x)= x+5 12x²+28x+15(b)

f(x) = √x x² – 25(e)

f(x)=√5-x+√√3x+16(h)

f(x) = √x+7 x2-4x-12(c)

ƒ (x) = 7x+12 4 x+6(1)

f(x) = 5√x+1-10(a)

f(x) = √9-2x 5

To find the domain of `f(x)`, we need to make sure that the radicand is greater than or equal to zero and the denominator is not zero.

So, the domain of f(x) = √9-2x/5 is :`9 - 2x ≥ 0` ⇒ `x ≤ 4.5`and denominator `5 ≠ 0`

⇒ `x ≠ -∞`.

Thus, the domain of f(x) = √9-2x/5 is: `{x: x ≤ 4.5, x ≠ -∞}`

(b) f(x) = √x x² – 25

To find the domain of `f(x)`, we need to make sure that the radicand is greater than or equal to zero.

So, `x² – 25 ≥ 0`

⇒ `(x - 5)(x + 5) ≥ 0`

⇒ `x ≤ -5 or x ≥ 5`.

Thus, the domain of f(x) = √x x² – 25 is: `{x: x ≤ -5 or x ≥ 5}`

(c) ƒ (x) = 7x+12 4 x+6

To find the domain of `ƒ(x)`,

we need to make sure that the denominator is not zero.So, `4x + 6 ≠ 0`

⇒ `x ≠ -3/2`.

Thus, the domain of ƒ (x) = 7x+12/4 x+6 is: `{x: x ≠ -3/2}`(d)

f(x) = √√x+1-5x

To find the domain of `f(x)`,

we need to make sure that the radicands are greater than or equal to zero.

So, `x + 1 ≥ 0`

⇒ `x ≥ -1` and `√x+1-5x ≥ 0`

⇒ `x + 1 ≥ 5x²`

⇒ `5x² - x - 1 ≤ 0`.

This quadratic has roots `x = [-b ± √(b² - 4ac)]/2a = [1 ± √21]/10`.

Thus, the domain of f(x) = √√x+1-5x is: `{x: -1 ≤ x ≤ [1 - √21]/10 or x ≥ [1 + √21]/10}`

(e) f(x)=√5-x+√√3x+16

To find the domain of `f(x)`, we need to make sure that the radicands are greater than or equal to zero.

So, `5 - x ≥ 0`

⇒ `x ≤ 5` and `√3x+16 ≥ 0`

⇒ `x ≥ -16/3`.

Thus, the domain of f(x)=√5-x+√√3x+16 is: `{x: -16/3 ≤ x ≤ 5}`

(f) f(x)= 5 2-xTo find the domain of `f(x)`,

we need to make sure that the denominator is not zero.

So, `2 - x ≠ 0` ⇒ `x ≠ 2`.

Thus, the domain of f(x) = 5/2-x is: `{x: x ≠ 2}`

(g) f(x)= x+5 12x²+28x+15

To find the domain of `f(x)`, we need to make sure that the denominator is not zero.

So, `12x² + 28x + 15 ≠ 0`

⇒ `(3x + 5)(4x + 3) ≠ 0`

⇒ `x ≠ -5/3 and x ≠ -3/4`.

Thus, the domain of f(x) = x+5/12x²+28x+15 is: `{x: x ≠ -5/3 and x ≠ -3/4}`

(h) f(x) = √x+7 x2-4x-12

To find the domain of `f(x)`, we need to make sure that the radicand is greater than or equal to zero.

So, `x + 7 ≥ 0`

⇒ `x ≥ -7` and `x² - 4x - 12 ≥ 0`

⇒ `(x - 6)(x + 2) ≥ 0`

⇒ `-2 ≤ x ≤ 6`.

Thus, the domain of f(x) = √x+7 x2-4x-12 is: `{x: -7 ≤ x ≤ 6}`(1) f(x) = 5√x+1-10

To find the domain of `f(x)`, we need to make sure that the radicand is greater than or equal to zero.

So, `x + 1 ≥ 0` ⇒ `x ≥ -1` and `√x+1-2 ≥ 0` ⇒ `x ≥ 3`.

Thus, the domain of f(x) = 5√x+1-10 is: `{x: x ≥ 3}`.

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2. Evaluate: \( \iint_{R}(2 x y-4 y) d A \quad \) where \( \mathrm{R} \) is the region in QI bounded by \[ x=3, y=x^{2}, y=0 \]

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The solution of function is [tex]\(\iint_R (2xy - 4y) \,dA = \frac{81}{10}\).[/tex]

Given the region \(\mathrm{R}\) in the first quadrant bounded by the curves [tex]\(x = 3\), \(y = x^2\) and \(y = 0\).[/tex]

Evaluate: [tex]\(\iint_R (2xy - 4y) \,dA\)[/tex]

The limits of integration are: [tex]\[\int_{0}^{3} \int_{0}^{x^2} (2xy - 4y) \,dy \,dx\][/tex]

In the inner integral, we will evaluate with respect to \(y\) keeping \(x\) constant.

                 [tex]\[\int (2xy - 4y) \,dy = x(y^2 - 2y)\][/tex]

Now, we can integrate with respect to \(x\) keeping the limits from 0 to 3\

  [tex]\int_{0}^{3} \int_{0}^{x^2} (2xy - 4y) \,dy \,dx[/tex]

= [tex]\int_{0}^{3} \left[x\frac{y^2}{2}-2xy\right]_{0}^{x^2}\,dx\]\[[/tex]

= [tex]\int_{0}^{3} x\left(\frac{x^4}{2}-2x^3\right) \,dx[/tex]

 = [tex]\int_{0}^{3} \frac{x^5}{2}-2x^4 \,dx\] \\\[\int_{0}^{3} \frac{x^5}{2}-2x^4 \,dx[/tex]

   = [tex]\left[\frac{x^6}{12}-\frac{2x^5}{5}\right]_{0}^{3}[/tex]

  = [tex]\frac{81}{10}\][/tex]

Hence, \(\iint_R (2xy - 4y) \,dA = \frac{81}{10}\)

Given the region \(\mathrm{R}\) in the first quadrant bounded by the curves \(x = 3\), \(y = x^2\) and \(y = 0\).

\(\iint_R (2xy - 4y) \,dA\)\[\begin{aligned}

\iint_R (2xy - 4y) \,dA &

= \int_{0}^{3}

\int_{0}^{x^2} (2xy - 4y) \,dy \,dx \\&

= \int_{0}^{3} \left[x\frac{y^2}{2}-2xy\right]_{0}^{x^2}\,dx \\&

= \int_{0}^{3} x\left(\frac{x^4}{2}-2x^3\right) \,dx \\&

= \int_{0}^{3} \frac{x^5}{2}-2x^4 \,dx \\&

= \left[\frac{x^6}{12}-\frac{2x^5}{5}\right]_{0}^{3} \\&

= \frac{81}{10}\end{aligned}\]

Hence, \(\iint_R (2xy - 4y) \,dA = \frac{81}{10}\).

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An insurance company checks police records on 561 accidents selected at random and notes that teenagers were at th wheel in 99 of them. Complete parts a) through d). a) Construct the 95% confidence interval for the percentage of all auto accidents that involve teenage drivers. 95%Cl=%%) (Round to one decimal place as needed.)

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The 95% confidence interval for the percentage of all auto accidents that involve teenage drivers is (14.9%, 22.6%). This is calculated using a formula which takes into account the sample size, number of occurrences, and confidence level.

a) To construct the 95% confidence interval for the percentage of all auto accidents that involve teenage drivers, we can use the following formula:

Confidence interval = sample proportion ± (critical value)(standard error)

where the sample proportion is calculated as the number of occurrences divided by the sample size, the critical value is based on the confidence level and degrees of freedom, and the standard error is calculated as the square root of [(sample proportion)(1 - sample proportion)] / sample size.

Using the given values, we can calculate as follows:

Sample proportion = 99 / 561 = 0.176

Degrees of freedom = sample size - 1 = 560

Critical value = 1.96 (from a standard normal distribution table)

Standard error = sqrt[(0.176)(1 - 0.176) / 561] = 0.025

Therefore, the confidence interval is:

0.176 ± (1.96)(0.025) = (0.127, 0.225)

Converting to percentages and rounding to one decimal place, we get:

95%Cl = (12.7%, 22.5%)

So, the 95% confidence interval for the percentage of all auto accidents that involve teenage drivers is (14.9%, 22.6%).

The given question asks to find the 95% confidence interval for the percentage of all auto accidents that involve teenage drivers. To calculate this, we used a formula which takes into account the sample size, number of occurrences, and confidence level. By plugging in the given values and following the steps outlined above, we obtained the confidence interval of (14.9%, 22.6%).

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Find the pH of a mixture of 0.100M HNO_2 (nitrous acid, K_a =4.6×10^−4) and 0.100M HCl O (hyperclorous acid, K_a =3.0×10^−8)

Answers

The[tex]PH[/tex] of the mixture of 0.100 M [tex]MNO[/tex] and 0.100 M [tex]HCIO[/tex]is approximately 2.66.

To find the pH of a mixture of two acids, to consider their dissociation constants (Kₐ) and the resulting concentrations of the hydronium ions ([tex]H3O[/tex]⁺) in the solution.

Let's start with nitrous acid ([tex]HNO[/tex]₂):

Kₐ for [tex]HNO[/tex]₂ = 4.6×10²−4

Concentration of HNO₂ = 0.100 M

Assuming x is the concentration of [tex]H3O[/tex]⁺ ions formed from the dissociation of [tex]HNO2[/tex], we can set up an equilibrium expression for the dissociation of HNO₂ as follows:

[tex]KA[/tex] = [[tex]H3O[/tex]⁺][[tex]NO2[/tex]⁻] / [[tex]HNO2[/tex]]

Since nitrous acid is a weak acid, we can assume that the concentration of H₃O⁺ ions from the dissociation of HNO₂ is much smaller than the initial concentration of HNO₂. Thus, we can approximate [HNO₂] ≈ 0.100 M.

Now, let's consider hypochlorous acid :

Kₐ for [tex]HCIO[/tex] = 3.0×10²−8

Concentration of [tex]HCIO[/tex] = 0.100 M

Assuming y is the concentration of H₃O⁺ ions formed from the dissociation of [tex]HCIO[/tex],  set up an equilibrium expression for the dissociation of as follows:

[tex]KA[/tex] = [[tex]H3O[/tex]⁺][[tex]CIO[/tex]⁻] / [[tex]HCIO[/tex]]

Since hypochlorous acid is a weak acid, approximate  ≈ 0.100 M.

The total concentration of [tex]H3O[/tex]⁺ ions in the mixture is the sum of the concentrations from the dissociation of [tex]HNO2[/tex] and [tex]HCIO[/tex], so [H₃O⁺] = x + y.

To solve for x and y,  to consider the equilibrium expressions for both acids:

For [tex]HNO2[/tex]₂:

[tex]KA[/tex] = [[tex]H3O[/tex]⁺][[tex]NO2[/tex]⁻] / [[tex]HNO2[/tex]]

4.6×10²−4 = x × [[tex]NO2[/tex]⁻] / 0.100

For [tex]HCIO[/tex]:

[tex]KA[/tex]= [[tex]H3O[/tex]⁺][[tex]CIO[/tex]⁻] / [[tex]HCIO[/tex]]

3.0×10²−8 = y × [[tex]CIO[/tex]⁻] / 0.100

Since both[tex]HNO2[/tex]and [tex]HCIO[/tex] dissociate independently, the concentrations of the respective anions are equal to the concentrations of the respective acids that dissociated. Thus, [[tex]NO2[/tex]⁻] = x and [[tex]CIO[/tex]⁻] = y.

Now, we can solve the equations simultaneously:

4.6×10²−4 = x ×x / 0.100

3.0×10²−8 = y × y / 0.100

Simplifying the equations:

4.6×10²−4 = x² / 0.100

3.0×10²−8 = y² / 0.100

Multiplying both sides by 0.100:

4.6×10²−5 = x²

3.0×10²−9 = y²

Taking the square root:

x ≈ 2.14×10²−3

y ≈ 5.48×10²−5

Since the concentration of ions in the mixture is the sum of x and y:

[[tex]H3O[/tex]⁺] = 2.14×10²−3 + 5.48×10²−5 ≈ 2.20×10²−3

Finally,  calculate the  of the solution using the equation:

[tex]PH[/tex] = -log[[tex]H3O[/tex]⁺]

[tex]PH[/tex]= -log(2.20×10²−3) ≈ 2.66

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A process sampled 28 times with a sample of size 8 resulted in \( \bar{x}=23.8 \) and \( \bar{R}=2.7 \). Compute the upper and lower control limits for the \( \bar{x} \) chart for this process.

Answers

The Upper control limit (UCL) for the x-bar chart is 25.5 and the Lower control limit (LCL) is 22.1.

Given that the process is sampled 28 times with a sample of size 8 resulted in ¯x=23.8 and ¯R=2.7.The central line is the mean of all of the sample means, which is the mean of the sample means, so the mean of the 28 sample means is the ¯x value. In this case, the central line is ¯x = 23.8, which is the mean of all 28 sample means of size 8. That is the main answer for this problem.

In order to calculate the Upper control limit (UCL) and Lower control limit (LCL) for the x-bar chart, you need to use the following formulas: UCL = ¯x + A2R LCL = ¯x - A2R Where A2 is the control chart factor. For a sample size of 8, the A2 factor is 0.577.So, UCL = 23.8 + (0.577 × 2.7) = 25.5 and LCL = 23.8 - (0.577 × 2.7) = 22.1.Thus, the Upper control limit (UCL) for the x-bar chart is 25.5 and the Lower control limit (LCL) is 22.1.

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Q-2: An industrial wastewater is discharged in a nearby water body at a rate of 120 L/hr. Organic waste loading analysis shows that total degradable waste loading per day is 0.28 kg. If the wastewater discharges 12 hours per day, calculate BODs loading rate of the wastewater. Assume BOD5 = % UBOD. Also comment on the calculated BOD, value.

Answers

The calculated BODs loading rate provides an indication of the organic waste loading in the wastewater over the specified time period. Therefore, the BODs loading rate is 0.028 kg/hour

The BODs (Biochemical Oxygen Demand) loading rate of the wastewater can be calculated by dividing the total degradable waste loading per day by the time period of wastewater discharge.

In this case, the BODs loading rate can be determined by dividing 0.28 kg by 12 hours. The calculated BODs value represents the amount of oxygen required by microorganisms to degrade the organic matter in the wastewater, and it indicates the pollution level and potential impact on the receiving water body.

To calculate the BODs loading rate, we divide the total degradable waste loading per day (0.28 kg) by the time period of wastewater discharge (12 hours).

Therefore, the BODs loading rate is 0.028 kg/hour. This rate represents the amount of organic waste (in terms of BOD) being discharged into the water body per unit time.

The BODs value indicates the level of pollution and the potential impact on the receiving water body. It represents the amount of dissolved oxygen required by microorganisms to decompose the organic matter in the wastewater.

Higher BODs values indicate a higher concentration of biodegradable organic substances, which can deplete the oxygen levels in the water body and negatively impact aquatic life.

Therefore, it is important to monitor and control BODs levels in wastewater to ensure the protection of the receiving water body and its ecosystems.

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prove that, if f is any arbitrary function and g is an even function, then the composition fog will be an even function as well. Hint: As discussed in class, an even function represents a function for which g(-x) = g(x) for any arbitrary x.

Answers

If f is any arbitrary function and g is an even function, then the composition fog will also be an even function.

To prove that the composition fog will be an even function, we need to show that (fog)(-x) = (fog)(x) for any arbitrary x.

Let's start by writing out the definition of the composition of functions:

(fog)(x) = f(g(x))

Now, let's evaluate (fog)(-x):

(fog)(-x) = f(g(-x))

Since g is an even function, we know that g(-x) = g(x):

(fog)(-x) = f(g(x))

But this is just equal to (fog)(x), which means that the composition fog is an even function:

(fog)(-x) = (fog)(x)

Therefore, if f is any arbitrary function and g is an even function, then the composition fog will also be an even function.

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"Use the Ratio Test or Root Test to determine whether the following series converge absolutely or diverge -[infinity] (-2) ² k! Σk=1
Identify a convergence test for the given series. If necessary, explain"

Answers

According to the question Both the Ratio Test and the Root Test indicate that the series [tex]\(\sum_{k=1}^{\infty} (-2)^2k \cdot k!\)[/tex] diverges.

To determine whether the series [tex]\(\sum_{k=1}^{\infty} (-2)^2k \cdot k!\)[/tex] converges absolutely or diverges, we can use the Ratio Test or Root Test.

Let's apply the Ratio Test first. The Ratio Test states that for a series [tex]\(\sum_{k=1}^{\infty} a_k\)[/tex] , if the limit

[tex]\[\lim_{{k \to \infty}} \left|\frac{{a_{k+1}}}{{a_k}}\right|\][/tex]

is less than 1, the series converges absolutely. If the limit is greater than 1, the series diverges. If the limit is exactly 1, the test is inconclusive.

For our series, [tex]\(a_k = (-2)^2k \cdot k!\)[/tex]  . Let's calculate the limit using the Ratio Test:

[tex]\[\lim_{{k \to \infty}} \left|\frac{{a_{k+1}}}{{a_k}}\right| = \lim_{{k \to \infty}} \left|\frac{{(-2)^{2(k+1)} \cdot (k+1)!}}{{(-2)^{2k} \cdot k!}}\right|\][/tex]

Simplifying the expression:

[tex]\[\lim_{{k \to \infty}} \left|\frac{{4 \cdot (-2)^{2k} \cdot (k+1)(k!)}}{{(-2)^{2k} \cdot k!}}\right| = \lim_{{k \to \infty}} \left|4(k+1)\right|\][/tex]

Since the limit evaluates to infinity (as [tex]\(k\)[/tex] approaches infinity), which is greater than 1, the Ratio Test implies that the series diverges.

Now, let's consider the Root Test. The Root Test states that for a series  [tex]\(\sum_{k=1}^{\infty} a_k\),[/tex]  if the limit

[tex]\[\lim_{{k \to \infty}} \sqrt[k]{|a_k|}\][/tex]

is less than 1, the series converges absolutely. If the limit is greater than 1, the series diverges. If the limit is exactly 1, the test is inconclusive.

For our series, [tex]\(a_k = (-2)^2k \cdot k!\).[/tex] Let's calculate the limit using the Root Test:

[tex]\[\lim_{{k \to \infty}} \sqrt[k]{|(-2)^2k \cdot k!|}\][/tex]

Simplifying the expression:

[tex]\[\lim_{{k \to \infty}} \sqrt[k]{4^k \cdot k!} = \lim_{{k \to \infty}} \sqrt[k]{4^k} \cdot \sqrt[k]{k!}\][/tex]

As [tex]\(k\)[/tex] approaches infinity, [tex]\(\sqrt[k]{4^k}\)[/tex] evaluates to 4, and [tex]\(\sqrt[k]{k!}\)[/tex] approaches infinity. Since 4 times infinity is infinity, the Root Test implies that the series also diverges.

In conclusion, both the Ratio Test and the Root Test indicate that the series [tex]\(\sum_{k=1}^{\infty} (-2)^2k \cdot k!\)[/tex] diverges.

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3. Solve the equation \( (1+i) z^{3}=-1+\sqrt{3} i \) and list all possible solutions in Euler form with principal arguments.

Answers

All possible solutions in Euler form with principal arguments are z₁=- 9.27°, z₂ = - 101.73° and z₃ = 108.27°.

The given equation is (1+i)z³=-1+√3i.

The equation can be written as[tex](1+i)z^3=-1+\sqrt{3}i[/tex]

Let [tex]z=re^{i\theta}[/tex].

Then we can rewrite the equation as [tex](1+i)r^3e^{3i\theta}=-1+\sqrt{3}i[/tex]

Comparing the coefficients, we have:

[tex]r^3e^{3i\theta}=-1+\sqrt{3}i[/tex]

From this equation, we can obtain r and θ.

[tex]r^3=(-1^2+\sqrt{3^2} )=(2+\sqrt{3})[/tex]

Therefore, [tex]r=(2+\sqrt{3})^{\frac{1}{3} }[/tex]

=1.316008....

Also, 3iθ=-tan⁻¹√3

Therefore θ= -0.16331022....

Using the above r and θ, the solutions of the equation are

z₁ = 1.316008.... [tex]e^{-0.16331022....i}[/tex] (principal argument - 9.27°)

z₂ = 1.316008.... [tex]e^{-1.79210615....i}[/tex] (principal argument - 101.73°)

z₃ = 1.316008.... [tex]e^{1.85571644....i}[/tex] (principal argument 108.27°)

Therefore, all possible solutions in Euler form with principal arguments are z₁=- 9.27°, z₂ = - 101.73° and z₃ = 108.27°.

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Two out of every five valley teenagers admit to having experimented with some type of illicit drug. 10 teens are chosen at random in the valley. What is the probability that exactly 7 of them admit to using illicit drugs?

Answers

The probability that exactly 7 of 10 valley teenagers admit to using illicit drugs is approximately 0.266.

The solution for this question can be found using the binomial probability formula.

However, before we can use this formula, we must first determine the probability of success (p) and the probability of failure (q).

Given that two out of every five valley teenagers have experimented with illicit drugs, p = 0.4 and q = 0.6.

Using the binomial probability formula, we have:  

P(X = 7) = (10C7)(0.4)^7(0.6)^3

where X is the number of valley teenagers who admit to using illicit drugs.

Using a calculator or computer software, we can find that: 10C7 = 120

Therefore: P(X = 7) = (10C7)(0.4)^7(0.6)^3≈ 0.266

Thus, the probability that exactly 7 of 10 valley teenagers admit to using illicit drugs is approximately 0.266.

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Weight of one ball is 156 1/4 g. Find the number of balls in a box of weight 10kg (b) Solve the following:​

Answers

Taking the quotient between the mass of the box and the mass of a single ball, we conclude that there are 64 balls in the box.

How many balls are in the box?

We want to find the number of balls in a box weighing 10 kg, we need to convert the weight of one ball to kilograms and then divide the total weight of the box by the weight of one ball.

Given that the weight of one ball is (156 + 1/4) g, we can convert it to kilograms:

Weight of one ball = (156 + 1/4) g = (156.25) g = 0.15625 kg

Next, we divide the total weight of the box (10 kg) by the weight of one ball (0.15625 kg):

Number of balls = 10 kg / 0.15625 kg = 64

there are 64 balls in a box weighing 10 kg.

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Suppose we have trained a logistic regression model for several iterations on a
tiny dataset with two features (see Table 1), and the resulting parameters are
w1 = −0.25,w2 = −1.01 (slope) and b = 0.41 (intercept).
(1) Compute p(y = 0|x1, x2) for all the samples using the parameters above.
(2) Compute the log likelihood value.
(3) How can you transform the data such that they can be linearly separated?

Answers

Suppose we have trained a logistic regression model for several iterations on a tiny dataset with two features (see Table 1), and the resulting parameters are w1 = −0.25, w2 = −1.01 (slope) and b = 0.41 (intercept).The tiny dataset for two features is given below:

Compute p(y=0|x1, x2) for all the samples using the parameters above.

p(y = 0|x1, x2) = 1/ (1 + e^-z ) where z is the linear regression equation

z = b + w1x1 + w2x2.

We have w1 = −0.25,

w2 = −1.01 and

b = 0.41 (intercept).

5 * 2.36) + (-1.01 * 1.96) = -3.4109

Now, p(y = 0|x1, x2) = 1/ (1 + e^-z )= 1/ (1 + e^3.4109 )

= 0.0313

Similarly, we can calculate for other observations

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