Alpha Airline claims that only 15% of its flights arrive more than 10 minutes late. Let p be the proportion of all of Alpha’s flights that arrive more than 10 minutes late. Consider the hypothesis test
H0 :p≤0.15 versus H1 :p>0.15.
Suppose we take a random sample of 50 flights by Alpha Airline and agree to reject H0 if 9 or more of them arrive late. Find the significance level for this test.

Answers

Answer 1

Note that  the significance level for this test is 0.99970423533. This means that there is a 99.97 % chance of rejecting the null hypothesis when it is  true.

How  did we arrive at that  ?

The binomial distribution isa probability   distribution that describes the number of successes   in a fixed number of trials.

In this case ,the number of trials is 50 and the probability   of success is 0.15.

Thus,   the probability of observing 9 or more   late flights in a sample of 50 flights is

P (X ≥  9) = 1 - P(X ≤  8)

= 1 - (0.85)⁵⁰

=0.99970423533

= 99.97%

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Related Questions

Given is the following equation
∂ ^2/u/∂ x^2+5 ∂^2u/∂y^2-e^-y ∂u/∂x = cos(x+2y)
The size of the computational domain is Ω = <0;3> x <-3,3>. At boundaries ∂ Ω: u=0

Answers

The given equation is a partial differential equation involving the function u(x, y). It represents a second-order derivative of u with respect to x, a second-order derivative of u with respect to y, and a first-order derivative of u with respect to x. The equation is set in the computational domain Ω, which is defined as the rectangular region <0, 3> x <-3, 3>.

The boundary conditions for this problem are specified as u = 0 on the boundary ∂Ω, which means that the value of u is fixed at zero along the edges of the domain. To solve this partial differential equation, various numerical methods can be employed, such as finite difference methods or finite element methods. These methods discretize the domain and approximate the derivatives to obtain a system of algebraic equations that can be solved numerically. By applying the appropriate numerical method and considering the given boundary conditions, the equation can be solved to find the function u(x, y) that satisfies the equation within the computational domain Ω and satisfies the boundary condition u = 0 on ∂Ω. The specific solution to this equation would depend on the chosen numerical method and the implementation details.

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A quadratic trend equation was estimated from monthly sales of trucks in the United States from July 2006 to July 2011. The estimated trend yt = 106 + 1.03t + 0.048t2 where yt units are in thousands. From this trend, how many trucks would be sold in July 2012? Hint: 0.048t2 means 0.048 times t squared.

a.About 308,419

b.About 436,982

c.About 524,889

d.About 223,831

Answers

Based on the given quadratic trend equation for monthly sales of trucks in the United States, the equation is yt = 106 + 1.03t + 0.048t^2, where yt represents sales in thousands and t represents the time period.

We are asked to estimate the number of trucks that would be sold in July 2012 using this trend equation.

To estimate the number of trucks sold in July 2012, we substitute t = 2012 into the trend equation and solve for yt. Plugging in the value, we have yt = 106 + 1.03(2012) + 0.048(2012^2).

Evaluating the equation, we find yt ≈ 436,982. Therefore, the estimated number of trucks sold in July 2012 is approximately 436,982, which corresponds to option (b) in the given choices.

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(20 points) Find the orthogonal projection of onto the subspace W of R4 spanned by projw (u) = 1 v = 0 0 0

Answers

To find the orthogonal projection of a vector onto a subspace, we can use the formula:

projᵥ(u) = A(AᵀA)⁻¹Aᵀᵤ,

where A is a matrix whose columns span the subspace, and u is the vector we want to project.

In this case, the subspace W is spanned by the vector v = [0, 0, 0, 1].

Let's calculate the orthogonal projection of u onto W using the formula:

A = [v]

The transpose of A is:

Aᵀ = [vᵀ].

Now, let's substitute the values into the formula:

projᵥ(u) = A(AᵀA)⁻¹Aᵀᵤ

= v⁻¹[vᵀ]u

= [v][(vᵀv)⁻¹vᵀ]u

Substituting the values of v and u:

v = [0, 0, 0, 1]

u = [1, 0, 0, 0]

vᵀv = [0, 0, 0, 1][0, 0, 0, 1] = 1

[(vᵀv)⁻¹vᵀ]u = (1⁻¹)[0, 0, 0, 1][1, 0, 0, 0] = [0, 0, 0, 1][1, 0, 0, 0] = [0, 0, 0, 0]

Therefore, the orthogonal projection of u onto the subspace W is [0, 0, 0, 0].

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Alex would like to know the proportion of PCC Rock Creek students who enter directly from high school. a. If he surveys 500 current PCC Rock Creek students that are randomly selected by the registrar,what type of sampling method is Alex using b. If he surveys 100 randomly selected students from each department on campus what type of sampling method is Alex using? c. If Alex surveys the first 500 students he encounters on campus,what type of sampling method is he using? What type of bias is this sample likely to suffer from? d. If among a sample of 500 current PCC Rock Creek students Alex finds that 45% entered directly from high school,is the 45% a statistic or a parameter? How can you tell?

Answers

The sampling method used in this scenario; Random sampling, Stratified sampling, Convenience sampling with potential selection bias and The 45% is a statistic.

What sampling method is used when surveying 500 randomly selected PCC Rock Creek students?

Alex is using different sampling methods in each scenario. In scenario (a), where he surveys 500 current PCC Rock Creek students randomly selected by the registrar, he is using random sampling. In scenario (b), where he surveys 100 randomly selected students from each department on campus, he is using stratified sampling. In scenario (c), where Alex surveys the first 500 students he encounters on campus, he is using convenience sampling. This type of sampling method is likely to suffer from a selection bias because it may not accurately represent the entire population of PCC Rock Creek students.

In scenario (d), if among a sample of 500 current PCC Rock Creek students, Alex finds that 45% entered directly from high school, the 45% is a statistic. A statistic is a numerical summary of a sample, while a parameter is a numerical summary of a population. Since Alex's findings are based on a sample, the 45% represents a statistic. To determine whether it is a statistic or a parameter, we need to know if the data represents the entire population or just a subset of it. In this case, it represents a subset of the PCC Rock Creek student population.

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Use interval notation to represent all values of x satisfying the
given conditions.
y1=3x+3,
y2=2x+6​,
and y1 > y2
Use interval notation to represent all values of x satisfying the given conditions. Y₁ = 3x + 3, y₂ = 2x + 6, and y₁ > Y2 A. (3,[infinity]) B. (-[infinity]0, 3] C. [3,[infinity]) D. (9,[infinity])

Answers

The given conditions are:[tex]y1=3x+3,y2=2x+6[/tex],and y1 > y2To find the solution set, we need to solve the inequality given:[tex]y1 > y23x + 3 > 2x + 63x - 2x > 6 - 33x > 3x > 3/3x > 1[/tex]

Therefore, the solution set for the given inequality is [tex]{ x | x > 1 }[/tex].This means that x belongs to the interval (1, ∞).To express this in interval notation, we use the square bracket [ ] for inclusive endpoints and the round bracket ( ) for exclusive endpoints. As there is an inclusive endpoint, we use square bracket [ ] for 3.

The interval notation will be [3, ∞).Thus, the correct option is C. [3,[infinity]).

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Utiliza diferenciales para aproximar a 3 lugares decimales
(1.09)¹/³
...........

Answers

By using differentials, we can approximate the value of (1.09)¹/³ to three decimal places.



To approximate the value of (1.09)¹/³ using differentials, we start by considering a small change in the variable, denoted as dx. Let x represent the variable, and we want to find the value of x that corresponds to (1.09)¹/³.Using the differential formula, we have dx = f'(x) * dx, where f'(x) is the derivative of the function f(x) = x^(1/3). The derivative is f'(x) = (1/3)x^(-2/3).

Next, we substitute x = 1.09 into the equation to find the approximate value of dx. Evaluating the expression, we get dx ≈ (1/3 * (1.09)^(-2/3)) * dx.

Calculating the right-hand side of the equation, we find dx ≈ 0.342 * dx.

Therefore, the approximation of (1.09)¹/³ to three decimal places is approximately 0.342.

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(1) Show that a finite group G has a composition series (Hint: look at the order of G and its composition factors). (2) Prove the following theorem Tk Theorem (Fundamental Theorem of Arithmetic). Any positive intger n> 1 can be written uniquely in the form n =p¹p where p₁ < = Pk ... < Pk are prime numbers and r;> 0 are positive integers. by applying the Jordan-Hölder theorem to the group Z/nZ.

Answers

By the Jordan-Hölder theorem, this composition series is unique up to permutation and isomorphism.

(1) Let G be a finite group with order n, then there exists a composition series[tex]{e} = G0 < G1 < · · · < Gt = G[/tex] by the Jordan-Hölder theorem.

Since the order of G is finite, it follows that each composition factor[tex]|Gᵢ₊₁/Gᵢ|[/tex] is also finite and strictly less than n, i.e. [tex]|Gᵢ₊₁/Gᵢ| < n. T[/tex]

Therefore, by repeating the process, we can obtain a composition series for G with a finite number of terms.

(2) Consider the group [tex]Z/nZ,[/tex] where n is a positive integer.

By the Fundamental Theorem of Arithmetic, every integer n > 1 can be written uniquely as a product of prime powers, i.e. [tex]n = p1^r1p2^r2...pk^rk[/tex], where the pi's are distinct primes and the ri's are positive integers.

Using this, we can construct a composition series for Z/nZ as follows:

[tex]Z/nZ > p1Z/nZ > p1²Z/nZ > · · · > pkZ/nZ > {0}.[/tex]

The factors in this series are isomorphic to the finite fields [tex]Fp1, Fp1²,..., Fpk.[/tex]

By the Jordan-Hölder theorem, this composition series is unique up to permutation and isomorphism.

Therefore, we have shown that [tex]Z/nZ[/tex] has a unique composition series.

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C151 Activity: Related rates-Challenge Purpose: of this activity is for you to explore, strategize and learn to solve physical problems involving derivatives-related rates Task: work together, set up and solve Criteria: grade is determined by your strategy, correct solution and group inclusion [a] A 15 foot ladder is resting against the wall. The bottom is initially 10 feet away from the wall and is being pushed towards the wall at a rate of % fUsec. How fast is the top of the ladder moving up the wall 12 seconds after we start pushing? [B] Two people are 50 feet apart. One of them starts walking north at a rate so that the angle shown in the diagram below is changing at a constant rate of .01 rad/min. At what rate is distance between the two people changing when 0.5 radians [C] A light is on the top of a 12 ft tall pole and a 5'6" tall person is walking away from the pole at a rate of 2 ft/sec a) At what rate is the tip of the shadow moving away from the pole when the person is 25 ft from the pole? b) At what rate is the tip of the shadow moving away from the person when the person is 25 ft from the pole?

Answers

[a] The top of the ladder is moving down the wall at a rate of -1 / (√5) ft/sec 12 seconds after we start pushing.

[b] Simplifying D² = D² + D² - 2D²*cos(θ) we get 2D²*cos(θ) = D²

[a] Let's start by visualizing the situation. We have a ladder leaning against a wall. We are given that the ladder is 15 feet long and the bottom is initially 10 feet away from the wall. The bottom is being pushed towards the wall at a rate of 0.5 feet per second (ft/sec). We need to find how fast the top of the ladder is moving up the wall 12 seconds after we start pushing.

Let's denote the distance of the bottom of the ladder from the wall as x and the height of the ladder on the wall as y. We are given the following information:

x = 10 ft (initial distance from the wall)

dx/dt = 0.5 ft/sec (rate at which x is changing)

y = ? (height of the ladder on the wall)

dy/dt = ? (rate at which y is changing)

We can apply the Pythagorean theorem to relate x, y, and the length of the ladder:

x² + y² = 15²

Differentiating both sides of the equation with respect to time t, we get:

2x(dx/dt) + 2y(dy/dt) = 0

Substituting the given values:

2(10)(0.5) + 2y(dy/dt) = 0

Simplifying:

10 + 2y(dy/dt) = 0

Now, we can solve for dy/dt:

2y(dy/dt) = -10

dy/dt = -10 / (2y)

To find dy/dt at t = 12 seconds, we need to find the corresponding value of y. Using the Pythagorean theorem equation:

10² + y² = 15²

100 + y² = 225

y² = 125

y = √125 = 5√5

Substituting this value into the expression for dy/dt:

dy/dt = -10 / (2 * 5√5)

dy/dt = -1 / (√5)

Therefore, the top of the ladder is moving down the wall at a rate of -1 / (√5) ft/sec 12 seconds after we start pushing.

[b] In this scenario, we have two people standing 50 feet apart. One person starts walking north, and the angle between the two people is changing at a constant rate of 0.01 radians per minute. We need to determine the rate at which the distance between the two people is changing when the angle is 0.5 radians.

Let's denote the distance between the two people as D and the changing angle as θ. We are given the following information:

D = 50 ft (initial distance between the people)

dθ/dt = 0.01 rad/min (rate at which the angle is changing)

dD/dt = ? (rate at which the distance is changing)

To solve this problem, we can use the law of cosines. The law of cosines states that in a triangle with sides a, b, and c, and angle C opposite side c, the following equation holds:

c² = a² + b² - 2ab*cos(C)

In our scenario, the triangle is formed by the two people and the line connecting them, with sides a = b = D and angle C = θ. The equation becomes:

D² = D² + D² - 2D²*cos(θ)

Simplifying:

D² = 2D² - 2D²*cos(θ)

D² - 2D² + 2D²*cos(θ) = 0

2D²*cos(θ) = D²

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Suppose the demand for oil is P=1390-0.20. There are two oil producers who form a cartel. Producing oil costs $9 per barrel. What is the profit of each cartel member?

Answers

The profit of each cartel member is $16592.84 and $21659.59 respectively.

What is it?

Where, P = Price per barrel

Q = Quantity of oil produced and,

Cost of producing one barrel of oil = $9.

The total cost of producing Q barrels of oil is TC = 9Q.

So, profit per barrel of oil = P - TC.

Substituting TC in terms of Q,

Profit per barrel of oil = P - 9Q.

Now, the cartel has two producers, so we can find the total quantity of oil produced, say Q_Total

Q_Total = Q_1 + Q_2.

We need to find profit per barrel for each of the producers.

So, let's say Producer 1 produces Q_1 barrels of oil.

Profit_1 = (P - 9Q_1) * Q_1

The second producer produces Q_2 barrels of oil,

so Profit_2 = (P - 9Q_2) * Q_2.

Now, we need to find values of Q_1 and Q_2 such that the total profit of the two producers is maximized.

Thus, Total Profit = Profit_1 + Profit_2

= (P - 9Q_1) * Q_1 + (P - 9Q_2) * Q_2

= (1390 - 0.20Q_1 - 9Q_1) * Q_1 + (1390 - 0.20Q_2 - 9Q_2) * Q_2

= (1390 - 9.2Q_1)Q_1 + (1390 - 9.2Q_2)Q_2.

So, we can find the values of Q_1 and Q_2 that maximize total profit by differentiating Total Profit w.r.t. Q_1 and Q_2 respectively.

We will differentiate Total Profit w.r.t. Q_1 first.

d(Total Profit)/dQ_1 = 1390 - 18.4Q_1 - 9.2Q_2

= 0=> Q_1 + 0.5Q_2

= 75.54

(i) Similarly, d(Total Profit)/dQ_2 = 1390 - 9.2Q_1 - 18.4Q_2

= 0=> 0.5Q_1 + Q_2

= 75.54

(ii)Solving the above two equations, we get,

Q_1 = 31.8468,

Q_2 = 43.6932.

Thus, total quantity of oil produced = Q_

Total = Q_1 + Q_2 = 75.54.

Profit_1 = (P - 9Q_1) * Q_1

= (1390 - 9(31.8468)) * 31.8468

= $16592.84

Profit_2 = (P - 9Q_2) * Q_2

= (1390 - 9(43.6932)) * 43.6932

= $21659.59

Hence, the profit of each cartel member is $16592.84 and $21659.59 respectively.

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Drag and drop the missing term in the box.
∫________- dx = In [sec x + tan x] + c
a. sec x tan x -sec²x
b. sec x tan x - tan²x
c. sec x tan x + tan²x
d. sec x tan x + tan²x
e. sec x tan x + sec²x

Answers

The missing term that should be placed in the box is

"e. sec x tan x + sec²x".

This is determined by applying the integral rules and evaluating the integral of the given expression. The integral of sec x tan x is a well-known trigonometric integral, which evaluates to ln|sec x + tan x|. Additionally, the integral of sec²x is known to be tan x. Combining these results, we have the integral of sec x tan x as ln|sec x + tan x| + C, where C is the constant of integration.

Thus, the correct missing term is "e. sec x tan x + sec²x", as it matches the evaluated integral expression.

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Shown below are two steps of the process to convert a matrix into Echelon form.
[ 3 5 -2 1 0 7 14 25 1 4 -1 0] [ 1 4 -1 0 0 7 14 25 3 5 -2 1] [1 4 -1 0 0 7 14 25 0 -7 1 1]
(a) Describe what I did in the first step, SI.
(b) Describe what I did in the second step, S2.
(c) Show two more (productive) steps to begin to continue the process of converting the matrix to Echelon Form.

Answers

(a) In the first step (SI), you performed a row interchange.

(b) In the second step (S2), you performed a row replacement.

(c) Two more productive steps to continue the process of converting the matrix to echelon form could be:

S3: Perform a row replacement by subtracting 4 times the first row from the third row.S4: Perform a row replacement by subtracting 2 times the second row from the third row.

(a) In the first step (SI), you performed a row interchange. Specifically, you swapped the first row with the third row. This step is aimed at bringing a row with a leading nonzero entry to the top of the matrix to facilitate the subsequent steps.

(b) In the second step (S2), you performed a row replacement. You subtracted three times the first row from the second row, resulting in a new value for the second row. This step is done to introduce zeros below the leading entry in the first column, aligning the matrix towards echelon form.

(c) Two more productive steps to continue the process of converting the matrix to echelon form could be:

S3: Perform a row replacement by subtracting 4 times the first row from the third row. This will result in a new value for the third row.

[ 1 4 -1 0 0 7 14 25 0 -7 1 1]

[ 0 7 14 25 1 4 -1 0 3 5 -2 1]

[ 0 -11 5 1 1 11 18 25 0 -7 1 1]

S4: Perform a row replacement by subtracting 2 times the second row from the third row. This will result in a new value for the third row.

[ 1 4 -1 0 0 7 14 25 0 -7 1 1]

[ 0 7 14 25 1 4 -1 0 3 5 -2 1]

[ 0 0 -23 -49 -1 3 16 25 -6 -17 5 -1]

At this point, the matrix is closer to echelon form, with leading entries in each row moving from left to right and zeros below the leading entries.

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An aerospace company builds a type of cruise missiles. Suppose, on average, the first failure of this type of missiles occurs on the last firing per every 20 successive independent firings. In a successive independent firings of such missiles, if the first failure occurs after at least 10 firings, what's the probability that it occurs after 15 firings? (Round your answer to the nearest ten thousandth.)

Answers

Therefore, the probability that the first failure occurs after 15 firings is approximately 0.085 rounded to the nearest ten-thousandth.

Given that the first failure of a type of missile occurs on the last firing per every 20 successive independent firings. We need to find the probability that the first failure occurs after 15 firings.

Given, The number of firings before the first failure follows geometric distribution with probability of success, p = 1/20 (Since it occurs on the last firing per every 20 successive independent firings)

Let X be the number of firings before the first failure, then X ~ Geometric(p) ⇒ X ~ Geometric(1/20)

Now, we need to find P(X > 15 | X > 10)

Probability of the first failure occurs after at least 10 firings:

[tex](X > 10) = (1 - p)^{(10 - 1)} * p[/tex]

[tex]= (19/20)^9 * 1/20[/tex]

= 0.382

For a geometric distribution, P(X > n + k | X > k) = P(X > n), for all n ≥ 0

P(X > 15 | X > 10) = P(X > 5)

[tex]= (1 - p)^{(5 - 1) }* p[/tex]

[tex]= (19/20)^4 * 1/20[/tex]

= 0.085

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Conduct the hypothesis test and provide the test statistic and the critical value, and state the conclusion A person randomly selected 100 checks and recorded the cents portions of those checks. The table below lists those cents portions categorized according to the indicated values. Use a 0.025 significance level to test the claim that the four categories are equally likely. The person expected that many checks for whole dollar amounts would result in a disproportionately high frequency for the first category, but do the results support that expectation? Cents portion of check! 0-24 25-49 50-74 75-99 Number 33 20 21 26 Click here to view the chi-square distribution table The test statistic is I (Round to three decimal places as needed.) The critical value is (Round to three decimal places as needed.) State the conclusion There sufficient evidence to warrant rejection of the claim that the four categories are equally lively. The results to support the expectation that the frequency for the first category is disproportionately high.

Answers

Answer: The chi-square test is used for testing hypotheses about categorical data, and it is commonly used for goodness-of-fit tests. The chi-square test can be used to test whether an observed data set is significantly different from the expected data set, given a specific hypothesis. The null hypothesis is that the four categories are equally likely.

The observed frequencies were 33, 20, 21, and 26 in the first, second, third, and fourth categories, respectively, in a sample of 100 checks.

The expected frequencies of 25 in each of the four groups are based on the assumption of equal probabilities of the four categories.

The calculation of the chi-square test statistic is as follows:χ2=∑(Observed−Expected)2Expected

When we insert the observed and expected values,

we get:χ2= (33−25)2/25+ (20−25)2/25+ (21−25)2/25+ (26−25)2/25= 2.08

The degrees of freedom (df) for the chi-square test is equal to the number of categories minus one. df = 4-1 = 3.

Using the chi-square distribution table with 3 degrees of freedom at a 0.025 significance level, the critical value is 7.815.

The test statistic is 2.08, and the critical value is 7.815. Because the test statistic (2.08) is less than the critical value (7.815), we fail to reject the null hypothesis. There isn't enough evidence to suggest that the four categories are equally unlikely.

The results, on the other hand, support the expectation that the frequency for the first category is disproportionately high.

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Suppose x and y are positive real numbers. If x < y, then x^2 < y^2. Prove the statement using the method of direct proof.

Answers

Given that x and y are positive real numbers and x < y, we have to prove that x² < y² by direct proof. Method of direct proof Let P and Q are statements. To prove P → Q by the direct proof, we assume that P is true. Then we use only logic and the given information to prove that Q is true. It is also called a proof by deduction. Now, let's begin the proof. Assume that x < y, where x and y are positive real numbers. Squaring both sides, we get$x^2 < y^2$Therefore, it is proved that x² < y² by direct proof.

Hence, we have proved that if x < y, then x² < y² using the method of direct proof.

To prove the statement "If x < y, then x² < y²" using a direct proof, we will assume the premise that x < y and then show that x² < y².

Let's proceed with the direct proof:

Assumption: x < y

To prove: x² < y²

Proof:

Since x < y, we can multiply both sides of the inequality by x and y, respectively, without changing the inequality direction because both x and y are positive:

x * x < x * y (multiplying both sides by x)

y * x < y * y (multiplying both sides by y)

Simplifying the inequalities:

x² < xy

yx < y²

Since x < y, we know that xy < y² because multiplying a smaller number by y will result in a smaller product than multiplying y by itself.

Combining the two inequalities:

x² < xy < y²

Therefore, x² < y²

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The following display from a TI-84 Plus calculator presents the results of a hypothesis test for a population mean u. | T-Test u < 52 t= 4.479421 p=0.000020 x = 51.87 Sx = 0.21523 n = 55 Do you reject H. at the a = 0.10 level of significance? No Yes

Answers

The hypothesis test provides sufficient evidence to support the claim that the population mean is less than 52 and we should reject H at the a = 0.10 level of significance.

Given the details above, it can be seen that the calculated p-value of the hypothesis test is 0.000020.  If the significance level is 0.10, it means that the threshold of rejection is also 0.10. The threshold value is also known as the critical value. Hence, if the p-value is less than or equal to 0.10, it indicates that the null hypothesis should be rejected and if the p-value is greater than 0.10, the null hypothesis should not be rejected. As the p-value in this scenario is less than the critical value (0.000020 < 0.10), it means that the null hypothesis should be rejected. Therefore, we can say that we should reject H at the a = 0.10 level of significance. For the hypothesis test given above, the null hypothesis, H0 can be formulated as H0: μ ≥ 52 and the alternative hypothesis, Ha can be formulated as Ha: μ < 52. Hence, the hypothesis test is a one-tailed test. The results of the test are presented as t= 4.479421 and p=0.000020, which can be used to draw a conclusion about the hypothesis test. As the p-value is less than the threshold value, the null hypothesis is rejected at the 0.10 level of significance.

Therefore, we can conclude that there is sufficient evidence to support the claim that the population mean is less than 52. The test statistic, t-value is positive, which implies that the sample mean is greater than the population mean. This is also supported by the calculated mean, which is 51.87 and is less than the hypothesized population mean of 52. The sample standard deviation, Sx is 0.21523 and the sample size is 55. These values are used to calculate the test statistic, t-value. The t-value is then used to calculate the p-value using a t-distribution table. The p-value obtained in this scenario is less than the threshold value, which indicates that the null hypothesis is rejected and the alternative hypothesis is accepted. Therefore,  the hypothesis test provides sufficient evidence to support the claim that the population mean is less than 52 and we should reject H at the a = 0.10 level of significance.

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sally and max are making cookies for sally crush kai sally and max are done with 8/16 of the cookie they take a break leaving the bakery. luci sneaks into the bakery and eats 1/2 of the cookies and eats 6/8 of the dough. how many cookies are leftover? and how many cookies can you make with the remaining dough?​

Answers

The amount of cookies that are leftover, given the proportion eaten and dough remaining is 1 / 2 cookies.

How to find the cookies?

Sally and Max have finished 8 / 16 which is half of the cookies. Luci sneaks in and eats half of the half left which means the cookies left are:

= 1 / 2 x 1 / 2

= 1 / 4 of the cookies

If 1 batch makes one batch of cookies, the amount of batches left would be :

= 1 - 6 / 8

= 2 / 8

= 1 / 4

Therefore, they have 1/4 of a batch of cookies left and can make another 1/4 batch of cookies with the dough.

= 1 / 4 + 1 / 4

= 2 / 4

= 1 / 2 cookies

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is an exponential random variable with parameter =0.35. define the event ={<3}.

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To define the event {A < 3}, where A is an exponential random variable with parameter λ = 0.35, we need to specify the range of values for which A is less than 3.

For an exponential random variable, the probability density function (PDF) is given by:

f(x) = λ * e^(-λx), for x ≥ 0

To find the probability of A being less than 3, we need to integrate the PDF from 0 to 3:

P(A < 3) = ∫[0 to 3] λ * e^(-λx) dx

Integrating the above expression gives us the cumulative distribution function (CDF):

F(x) = ∫[0 to x] λ * e^(-λt) dt = 1 - e^(-λx)

Substituting λ = 0.35 and x = 3 into the CDF equation:

F(3) = 1 - e^(-0.35 * 3)

Calculating the value:

F(3) ≈ 0.4866

Therefore, the event {A < 3} has a probability of approximately 0.4866.

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If tan B + tan a = 50 and cot B + cot a = 75, calculate tan(a + B).

Answers

Using the trigonometric identity we get; tan(a + B) = 6/5.

To obtain the value of tan(a + B), we can use the trigonometric identity:

tan(a + B) = (tan a + tan B) / (1 - tan a * tan B)

tan B + tan a = 50 and cot B + cot a = 75, we can make use of the reciprocal identities for tangent and cotangent:

cot B = 1 / tan B

cot a = 1 / tan a

Rewriting the given equations using the reciprocal identities:

1 / tan B + 1 / tan a = 75

Multiplying both sides of the equation by tan B * tan a:

tan a + tan B = 75 * tan B * tan a

Now we have two equations:

tan B + tan a = 50

tan a + tan B = 75 * tan B * tan a

Adding these two equations together:

2 * (tan B + tan a) = 50 + 75 * tan B * tan a

∴ tan B + tan a = 25 + 37.5 * tan B * tan a

∴ 37.5 * tan B * tan a - tan B - tan a + 25 = 0

Now we have a quadratic equation in terms of tan B and tan a. We can solve this equation to find the values of tan B and tan a.

Let's substitute x = tan B * tan a to simplify the equation:

37.5 * x - (tan B + tan a) + 25 = 0

37.5 * x - 50 + 25 = 0

37.5 * x - 25 = 0

37.5 * x = 25

x = 25 / 37.5

x = 2 / 3

Now we can substitute this value back into the equation to find tan B and tan a:

tan B + tan a = 50

tan B * tan a = 2/3

Now we can use the values of tan B and tan a to find the value of tan(a + B):

tan(a + B) = (tan a + tan B) / (1 - tan a * tan B)

tan(a + B) = (2/3) / (1 - (2/3) * (2/3))

tan(a + B) = (2/3) / (1 - 4/9)

tan(a + B) = (2/3) / (5/9)

tan(a + B) = (2/3) * (9/5)

tan(a + B) = 18/15

tan(a + B) = 6/5

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can yall help with this please

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The two consecutive whole numbers between which square-root of 38 lie are 6 and 7.

How to find the two consecutive whole numbers between which square-root of 38 lie?

A simple method to find the the two consecutive whole numbers between which square-root of 38 lie is to find the square-root of 38.

√38 = 6.164

We need to know between which number 16.164 lies.

16.164 lies between 6 and 7.

Therefore, the two consecutive whole numbers between which square-root of 38 lie are 6 and 7.

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Solve the following linear system by using Gaussian Elimination Approach. (20M]
a. X1 + 2x2 + 3x3 + 4x4 = 13 2x1 - x2 + x3 = 8 3x1 - 2x2 + x3 + 2x4 = 13 b. X1 + x2 -- X3 – X4 = 1 2x, + 5x2 - 7x3 - 5x4 = -2 2xı – x2 + x3 + 3x4 = 4 5x1 + 2x2 - 4x3 + 2x4 = 6 -

Answers

The solution of the given system is [tex]x1 = 0, x2 = 1, x3 = 3, and x4 = -3/8.[/tex]

a. The augmented matrix of the given linear system is given as;

[tex][1 2 3 4 13][2 -1 1 0 8][3 -2 1 2 13][/tex]

The required linear system can be solved using the Gaussian elimination method.

The elementary row operations applied on the matrix to find its echelon form are given as;

[tex]R2-2R1 - > R2R3-3R1 - > R3[1 2 3 4 13][0 -5 -5 -8 -18][0 -8 -8 -10 -26][/tex]

Again applying the elementary row operations on the above matrix to find its reduced row echelon form, we get;

[tex]2R2-R3 - > R3 -1R2+2R1 - > R1 -2R3+3R1 - > R1[-1 0 0 2 3][0 1 1.6 2.4 3.6][0 0 0 0 0][/tex]

Thus, the solution of the given system is [tex]x1 = 3-2x4, x2 = 3.6-1.6x3-2.4x4, x3[/tex] is free and x4 is also free.

b. The augmented matrix of the given linear system is given as;

[tex][1 1 -1 -1 1][2 5 -7 -5 -2][2 -1 1 3 4][5 2 -4 2 6]T[/tex]

he required linear system can be solved using the Gaussian elimination method.

The elementary row operations applied on the matrix to find its echelon form are given as;

[tex]R2-2R1 - > R2R3-2R1 - > R3R4-5R1 - > R4[1 1 -1 -1 1][0 3 -5 3 0][0 -3 2 5 2][0 -3 1 7 1][/tex]

Again applying the elementary row operations on the above matrix to find its reduced row echelon form, we get;

[tex]R2/3 - > R2R3+R2 - > R3R4+R2 - > R4[1 1 -1 -1 1][0 1 -5/3 1 0][0 0 -1/3 8/3 2][0 0 -8/3 10/3 1]R4/(-8/3) - > R4R3+8/3R4 - > R3 -R2+5/3R3 - > R2R1+R3 - > R1[1 0 0 0 0][0 1 0 0 1][0 0 1 0 3][0 0 0 1 -3/8][/tex]

Thus, the solution of the given system is [tex]x1 = 0, x2 = 1, x3 = 3, and x4 = -3/8.[/tex]

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The DF test uses the following equation and examines whether p=1 vs. p<1. Y, = a+ Bt+ pY,-+€, (a) If p<1, what trends does the series show? Draw a possible time path. (b) If p=1, what trends does the series show? Draw a possible time path.

Answers

The series exhibits a decreasing trend if p<1, with a possible time path showing a downward slope that becomes less steep over time. On the other hand, if p=1, the series shows a stable trend, with a possible time path displaying a horizontal line indicating constant values of Y over time.

(a) If p<1, the series exhibits a decreasing or declining trend over time. This means that as time progresses, the values of Y tend to decrease at a decreasing rate. The time path of the series would show a downward slope that becomes less steep over time.

(b) If p=1, the series shows a stable or stationary trend over time. This means that the values of Y do not exhibit a consistent upward or downward movement but remain relatively constant over time. The time path of the series would show a horizontal line indicating that the values of Y remain unchanged.

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In the future, lunch at the university cafeteria is served by robots. The robot is supposed to serve, on average, 175g of cooked rice per person. You measure the amount of rice that the robot actually puts onto a number of plates and find the following numbers: 146.4g. 167.9g. 128.7g. 168.8g, 139.3g, 180.0g Perform a one-sample two-tailed t-test to compare your sample against the stated average. Enter the critical value c, that is the largest value in the correct row of the provided t-test table that is smaller than your computed t-value. Do not enter your t-value itself. Enter the critical value as stated in the table with three digits of precision, for example 12.345.

Answers

The critical value is 2.861.

Does the computed t-value exceed the critical value?

The one-sample two-tailed t-test was conducted to compare the amount of rice served by the robot against the stated average of 175g per person. The measured amounts of rice placed on multiple plates were as follows: 146.4g, 167.9g, 128.7g, 168.8g, 139.3g, and 180.0g. By calculating the t-value using the provided data and conducting the appropriate statistical analysis, the critical value was determined to be 2.861.

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Consider the 2022/00 following Maximize z =3x₁ + 5x₂ Subject to X1 ≤4 2x₂ ≤ 12 3x₁ + 2x₂ ≤ 18, where x₁, x2, ≥ 0, and its associated optimal tableau is (with S₁, S2, S3 are the slack variables corresponding to the constraints 1, 2 and 3 respectively):
Basic Z X1 X2 S1 $2 S3 Solution Variables z-row 1 0 0 0 3/6 1 36
S₁ 0 0 1 1/3 -1/3 2
x2 0 0 1 0 1/2 0 6
X1 0 1 0 0 -1/3 1/3 2
Using the post-optimal analysis discuss the effect on the optimal solution of the above LP for each of the following changes. Further, only determine the action needed (write the action required) to obtain the new optimal solution for each of the cases when the following modifications are proposed in the above LP
(a) Change the R.H.S vector b=(4, 12, 18) to b'= (1,5, 34) T.|
(b) Change the R.H.S vector b=(4, 12, 18) to b'= (15,4,5) 7. [12M] LP 0 0 0 3/2

Answers

By carrying out these actions, we can determine the new optimal solution for each case by adjusting the RHS values and updating the tableau accordingly.

(a) When the RHS vector b is changed to b' = (1, 5, 34), we need to perform the following actions to obtain the new optimal solution:

- Update the RHS values in the constraint equations to (1, 5, 34).

- Recalculate the values in the optimal tableau based on the new RHS values.

- Perform any necessary pivots or row operations to bring the tableau to its optimal state with the new RHS values.

(b) When the RHS vector b is changed to b' = (15, 4, 5), we need to perform the following actions to obtain the new optimal solution:

- Update the RHS values in the constraint equations to (15, 4, 5).

- Recalculate the values in the optimal tableau based on the new RHS values.

- Perform any necessary pivots or row operations to bring the tableau to its optimal state with the new RHS values.

By carrying out these actions, we can determine the new optimal solution for each case by adjusting the RHS values and updating the tableau accordingly.

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For the statement, find the constant of variation and the va
y varies directly as the cube of x; y = 25 when x = 5 Find the constant of variation k. k =
(Type an integer or a simplified fraction.)
Find the direct variation equation given y = 25 when x = 5.
(Type an equation. Use integers or fractions for any nur

Answers

Answer: The direct variation equation is y = (1/5)x^3.

In the given statement, "y varies directly as the cube of x," we can express this relationship using the formula:

y = kx^3

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

Given y = 25 when x = 5:

25 = k(5^3)

25 = k(125)

25 = 125k

Dividing both sides of the equation by 125:

25/125 = k

1/5 = k

Therefore, the constant of variation (k) is 1/5.

To find the direct variation equation, we substitute the value of k into the equation:

y = (1/5)x^3

The direct variation equation is y = (1/5)x^3.

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A bird is flying directly above a tree. You are standing 84 feet away from the base of the tree. The angle of elevation to the top of the tree is 38, and the angle of elevation to the bird is 60, what is the distance from the bird to the top of the tree

Answers

The distance from the bird to the top of the tree is 61.95 feet.

We have,

Angle of elevation to the top of the tree: 38 degrees.

Angle of elevation to the bird: 60 degrees.

Distance from the base of the tree to your position: 84 feet.

Let the distance from the bird to the top of the tree as 'x'.

Using Trigonometry

tan(38) = height of the tree / 84

height of the tree = tan(38) x 84

and, tan(60) = height of the tree / x

x = height of the tree / tan(60)

Substituting the value of the height of the tree we obtained earlier:

x = (tan(38) x 84) / tan(60)

x ≈ 61.95 feet

Therefore, the distance from the bird to the top of the tree is 61.95 feet.

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URGENT! Could you please propose a solution for the question
inserted below? Thank you!
Let G and H are groups (for instance, in multiplicative denotation), e and e' are unit elements in G and H respectively. Let f:G-H be a homomorphism, K=Kerf={x=G|f(x)=e'}. Subtask 1. Prof that Kerf is

Answers

Any subset K of G that is closed, has an identity element and inverse element for every element in it is a subgroup of G.

Kerf is the kernel of the homomorphism f, denoting the set of elements in G that are mapped to the identity element in H. We will prove that Kerf is a subgroup of G.

To do this, we will utilize the properties of a subgroup:

1. Closure: Since f is a homomorphism, by the homomorphism property, we know that if a and b are in Kerf, then their product f(a)f(b) is also in Kerf (f(ab) = f(a)f(b)). Hence, Kerf is closed with respect to the operation of G.

2. Identity: Identity e is in Kerf since f(e) = f(e) = e' is the identity element of H, which means that f(e) = e'. Thus, e is in Kerf.

3. Inverses: Since f is a homomorphism, by the homomorphism property, we know that if b is in Kerf, then its inverse is also in Kerf ( f(b^(-1)) = f(b)^(-1) = (f(b))^(-1) = e'). Hence, inverse of every element of Kerf is also in Kerf.

Therefore, any subset K of G that is closed, has an identity element and inverse element for every element in it is a subgroup of G. Since Kerf has all of these properties, it is a subgroup of G.  This proves that Kerf is a subgroup of G.

Hence, any subset K of G that is closed, has an identity element and inverse element for every element in it is a subgroup of G.

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Consider the following Simple Linear Regression Model: Y = Bo + B₁X + u (a) Discuss what is meant by Heteroscedasticity. Why is it a problem for least squares regression? How can we address that problem? (10 marks) (b)What is the role of the stochastic error term u in regression analysis? What is the difference between the stochastic error term and the residual, e? (8 marks) (c) What is the difference between cross-sectional data, panel data and times series data? Use examples in support of your answer. (7 marks) (d) What are the classical linear regression model assumptions? Which of them are necessary to ensure the unbiasedness of the OLS estimator? (10 marks) 4

Answers

Heteroscedasticity refers to the situation where the variance of the error term (u) in a regression model is not constant across different values of the independent variable (X).

How to explain the information

In order to address the problem of heteroscedasticity, there are several approaches:

Weighted Least Squares (WLSTransformations

b The stochastic error term (u) in regression analysis represents the random and unobserved factors that affect the dependent variable (Y) but are not included in the model.

c Cross-sectional data refers to observations collected at a single point in time from different individuals, entities, or subjects. s to analyze their performance. Panel data (also known as longitudinal or time-series cross-sectional data) refers to a combination of cross-sectional and time series data.

d The classical linear regression model makes several assumptions. These assumptions are important for the validity and reliability of the ordinary least squares (OLS) estimator. The necessary assumptions for ensuring the unbiasedness of the OLS estimator are:

LinearityIndependenceHomoscedasticityNo endogeneityNo perfect multicollinearityNormality

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The manager of the city pool has scheduled extra lifeguards to be on staff for Saturdays. However, he suspects that Fridays may be more popular than the other weekdays as well. If so, he will hire extra lifeguards for Fridays, too. In order to test his theory that the daily number of swimmers varies on weekdays, he records the number of swimmers each day for the first week of summer. Test the manager’s theory at the 0.10 level of significance.

Swimmers at the City Pool
Monday Tuesday Wednesday Thursday Friday
Number 46 68 43 51 70

Step 1 of 4 :

State the null and alternative hypotheses in terms of the expected proportion for each day. Enter your answer as a fraction or a decimal rounded to six decimal places, if necessary.
H0: pi=⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯
Ha: There is a difference in the number of swimmers from day to day.

Answers

The null hypothesis (H0) states that the expected proportion of swimmers is the same for each day of the week, while the alternative hypothesis (Ha) suggests that there is a difference in the number of swimmers from day to day.

The manager's null hypothesis (H0) assumes that the proportion of swimmers is constant across all weekdays. In other words, the manager believes that the number of swimmers is not influenced by the specific day of the week. The alternative hypothesis (Ha) challenges this assumption and suggests that there is indeed a difference in the number of swimmers from day to day.

To test the manager's theory, statistical analysis can be conducted using the data collected during the first week of summer. By comparing the number of swimmers on each weekday, we can assess whether the observed variations are statistically significant.

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(d) Given that 4 -3 0 0.57 0.43 0 1 0 0 ENGELIGH -3 4 0 0.43 0.57 0 0 1 0 (2) 0 2 -2 0.43 0.57 -0.5 001 Find the condition number of A, K(A), in terms of the infinity-norm. (60 pts) (e) In MATLAB, if we run c=A\b where b= [0; 0; 0]. What would c be? Rewrite the corresponding equation on the answer sheet. (20 pts)

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Running c = A\b with b = [0; 0; 0] in MATLAB solves a system of linear equations represented by the matrix A and assigns the zero vector as the solution to the variable c.

In MATLAB, if we run c = A\b where b = [0; 0; 0], the vector c will be the solution to the system of linear equations represented by A\b, where A is a matrix and b is the right-hand side vector.

The corresponding equation can be written as:

A * c = b, where A is the coefficient matrix, c is the unknown vector we want to solve for, and b is the zero vector [0; 0; 0] in this case.

The matrix A represents the coefficients of the linear equations. It is an m-by-n matrix, where m is the number of equations and n is the number of unknowns.

The vector b represents the right-hand side of the equations, the values on the other side of the equals sign. In this case, b = [0; 0; 0] means we have a system of equations where all the right-hand sides are zero.

By running c = A\b, MATLAB solves the system of linear equations and assigns the result to the variable c.

The resulting vector c contains the values of the unknown variables, which satisfy the given equations. It represents the solution to the system of equations.

In this specific case, since b is a zero vector, the system of equations is homogeneous, and the solution c will also be a zero vector [0; 0; 0].

Therefore, running c = A\b with b = [0; 0; 0] in MATLAB solves a system of linear equations represented by the matrix A and assigns the zero vector as the solution to the variable c.

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Incomplete question:

In MATLAB, if we run c=A\b where b= [0; 0; 0]. What would c be? Rewrite the corresponding equation on the answer sheet

ACT TWO RESPONSE AMBITION Directions: First, read this article about ambition: Article A: "The Tonya Harding and Nancy Kerrigan Scandal" Second, having learned a bit about real-world ambition, respond to ONE of the following prompts: How do you think the media shaped the public's perception of Tonya Harding and Nancy Kerrigan? How did this influence their opinions of both skaters when Kerrigan was attacked? Can you think of other ways that the media shapes our views of the world around us? Please explain using textual evidence. In the text, the author discusses how Tonya Harding learned about Jeff Gillooly's actions but didn't immediately report him. What do you think motivated Harding to withhold this information? Do you think it would have made

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The media plays a significant role in shaping public perception by selectively presenting information, framing narratives, and influencing the way events are portrayed. In the case of Tonya Harding and Nancy Kerrigan, the media coverage undoubtedly had a substantial impact on the public's perception of both skaters, particularly during the Kerrigan attack scandal.

The media had the power to construct narratives that portrayed Tonya Harding as a villain or a participant in the attack due to her association with the individuals involved. The constant coverage and sensationalism surrounding the incident influenced public opinion and created a narrative of Harding's involvement, whether it was accurate or not. This perception was fueled by media speculation, interviews, and the portrayal of Harding as a controversial figure.

On the other hand, Nancy Kerrigan was depicted as the victim of the attack, and sympathy was often directed towards her. The media coverage focused on her pain, recovery, and determination, contributing to the public's empathy and support for Kerrigan.

The media's influence goes beyond this particular case. It shapes our views of the world in various ways. Media outlets have the power to select which stories to cover, how they are framed, and the perspectives they present. This selection and framing influence what information reaches the public and how they perceive different issues.

For example, media bias can shape our political opinions by presenting information that aligns with specific ideologies or by emphasizing certain aspects of a story while downplaying others. Media also influences our views through advertising, which promotes certain products, lifestyles, or values.

Regarding Tonya Harding's decision to withhold information about Jeff Gillooly's actions, it is difficult to speculate without specific details from the article. However, possible motivations could include fear of reprisal, loyalty to Gillooly, or a desire to protect her own reputation or involvement in the incident. It is important to note that personal motivations are subjective and can vary based on individual circumstances.

Whether or not Harding's disclosure would have made a significant difference is uncertain, as it depends on the timing and credibility of the information. However, it is crucial to consider the legal and personal implications that Harding may have faced in making that decision.

In conclusion, the media plays a pivotal role in shaping public perception by influencing the narrative surrounding events and individuals. This influence extends beyond specific cases like Tonya Harding and Nancy Kerrigan to shape our broader understanding of the world around us.

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o estimate efficiency of a drug for weight loss, the clinical trial was performed. The results are presented in the table below. Weight before trial, Patient number kg Weight after trial, kg 1 83.5 2 78.1 85.2 79.6 75.8 76.2 3 4 5 73.2 74 90.2 87 91 6 89.8 7 79.9 82 81.7 8 78.5 9 64 10 67.3 68.4 70 11 65.1 67.8 70 12 64.6 13 14 74 66.8 60 94 88.2 58.6 92.9 15 16 88 Investigate the claim that the drug affects the weight. Using a=0.01 Which is the value Lower limit of the proper 2 sided confidence interval, for this analysis? Use 3 decimal digits 23. which of the following is the first step in the router boot process? a. locate and load cisco ios b. load bootstrap c. locate and load router configuration file d. post A lawn sprinkler located at the corner of a yard is set to rotate through 115 and project water out 4.1 ft. To three significant digits, what area of lawn is watered by the sprinkler? 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Big Bagels is based in Los Angeles, California. On Friday, at 10:00 am Eastern time (Florida time), the sales manager for Acme calls the president of Big Bagels and says, "Well, I guess you dont want it. Contract is terminated." What are the elements of a valid offer? Was this a valid offer, and why? Should this contract be terminated, and why?Yellow Heating Inc. offers to ship furnaces to Zippy Inc. for $4,500 cash. Zippy's CEO e-mails back, "Great, I accept, as long as we can make that payable in three weeks, not tomorrow." What are the elements of a valid acceptance? Was this a valid acceptance and why?On Monday morning, Andy and Brian enter an oral, unwritten contract for the sale of five acres of land in Delray Beach, Florida, at "$10,000 per acre." On Tuesday morning, Andy demands that Brian pay him "$11,000 per acre" for the land. Brian refuses. Andy sues. Who should win, and why? In your answer, explain written/oral and implied/express contracts.Abby is a brilliant 16-year-old high school student who has invented "The Spritzer," a device to keep vegetables fresh in the refrigerator. Abby goes to TGIThursdays restaurant, where she meets up with Brianna, the 23-year-old sister of Abby's best friend. They sit down for a bite to eat. Brianna has four vodka-and-tonics, Abby has a Coca-Cola. Brianna and Abby write a contract on a sheet of paper, and sign it, stating that Brianna promises to pay Abby $100,000 for all rights in The Spritzer. Is this a valid contract? What are the reasons why this might not be a valid contract? 1. Prove or disprove that this is diagonalizable: T: R R with >> T(1,1,1)= (2,2,2) T(0, 1, 1) = (0, -3, -3) T(1,2,3)= (-1, -2, -3) You have just purchased a new car. To finance the purchase, you've arranged for an 18-month for 90 percent of the $20,000 purchase price. The monthly payment on this loan will be $1,200.64. What is the effective annual rate on this loan? 22) Goodwill should be recorded as an asset at the time of purchase of another company. The amount of the goodwill is the excess of the cost over the fair value of the identifiable net assets purchase Can you help with this?Herbert, Inc., acquired all of Rambis Company's outstanding stock on January 1, 2020, for $580,000 in cash. Annual excess amortization of $17,900 results from this transaction. On the date of the take a wheel accelerates with a constant angular acceleration of 4.5 rad/s2. if the initial angular velocity is 1.0 rad/s, what is the angular velocity at t = 2.0 s? Comprehensive Problem 14-69 (LO 14-1, LO 14-2, LO 14-3, LO 14-4, LO 14-5, LO 14-6) (Static) James and Kate Sawyer were married on New Year's Eve of 2020. Before their marriage, Kate lived in New York and worked as a hair stylist for one of the city's top salons. James lives in Atlanta, where he works for a public accounting firm earning an annual salary of $100,000. After their marriage, Kate left her Job in New York and moved into the couple's newly purchased, 3,200-square-foot home in Atlanta. Kate Incurred $2,200 of moving expenses. The couple purchased the home on January 3, 2021, by paying $100,000 down and obtaining a $400,000 mortgage for the remainder. The Interest rate on this loan was 3 percent, and the Sawyers made interest- only payments on the loan through June 30, 2021 (assume they paid exactly one-half of a year's worth of Interest on this loan by June 30). On July 1, 2021, the Sawyers borrowed an additional $50,000, secured by the home, in order to make home Improvements (the loan was called a "home equity loan" by the lender). The Interest rate on the loan was 3 percent (assume they paid exactly one-half of a year's worth of Interest on this loan by year-end). Shortly after moving into the new home, Kate started a new business called Kate's Beauty Cuts LLC. She set up shop In a 384-square- foot corner room of the couple's home and began to get it ready for business. The room conveniently had a door to the outside, providing customers direct access to the shop. Kate paid $2,100 to have the carpet replaced with a tile floor. She also paid $1,200 to have the room painted with vibrant colors and $650 to have the room rewired for appropriate lighting. Kate ran an ad in the local newspaper and officially opened her shop on January 24, 2021. By the end of the year, Kate's Beauty Cuts LLC generated $40,000 of net Income before considering the home office deduction. The Sawyers incurred the following home-related expenditures during 2021: $4,200 of real property taxes. . $2,000 for homeowner's Insurance. $2,400 for electricity. $1,500 for gas and other utilities. They determined depreciation expense for their entire house was $17,424. Also, on March 2, Kate was able to finally sell her one-bedroom Manhattan condominium for $478,000. She purchased the condo, which she had lived in for six years prior to her marriage, for $205,000. Kate owns a vacation home in Myrtle Beach, South Carolina. She purchased the home several years ago, largely as an Investment. To help cover the expenses of maintaining the home, James and Kate decided to rent the home out. They rented the home for a total of 106 days at fair market value (this included 8 days that they rented the home to James's brother Jack). In addition to the 106 days, Kate allowed a good friend and customer, Clair, to stay in the home for half-price for 2 days. James and Kate stayed in the home for 6 days for a romantic getaway and another 3 days in order to do some repair and maintenance work on the home. The rental revenues from the home in 2021 were $18,400. The Sawyers incurred the following expenses associated with the home: $9,100 of Interest (assume not limited by acquisition debt limit). $3,400 of real property taxes. $1,900 for homeowner's Insurance. $1,200 for electricity. $1,600 for gas, other utilities, and landscaping. $5,200 for depreciation. Required: Determine the Sawyers' taxable income for 2021. Disregard self-employment taxes and the qualified business Income deduction. Assume the couple paid $4,400 in state income taxes and files a joint return. For determining deductible home office expenses and allocating expenses to the rental, the Sawyers would like to use the methods that minimize their overall taxable income for the year. (Do not round any division. Round other intermediate calculations to the nearest whole dollar amount. Assume 365 days in the current year.) Taxable income Question 4 Find the general solution of the following differential equation: dP pd+p tant = Psec t dt [10] Our virtual field trip continues with a focus on Fascias' organizational structure. Watch the 360 degree video on Fascias organizational structure andthen discuss the following:Based on your research, unit readings and your experience, which organizational design do you think best supports Fascias' strategy, size and anyother relevant factors? Explain your choice. As the company grows, should the structure stay the same, or change? If change is needed, whatstructure best applies. Support your choice with research and/or connections to your personal experience(s). If you feel the current structure is idealexplain why.Next assume that Carmen must change the structure. Should he change it quickly? Why or why not? Explain your response by connecting it to a real-world example from your experience or research and support your response with at least one external resource using APA format. Thomas Company borrowed $30,000 on March 1, 2019. Thomas signed a 2-year 6% interest-bearing note. What is the adjustment amount to accrue interest on December 31, 2019?A) $1,800B) $3,600C) $300D) $1,500 society cannot be studied in the same way as the natural world because 3.1 Find the reference of -13/63.2 Find the value of the following without the use of a calculator (show all steps)3.2.1 csc(4/3). cos(11/6)+cost(-5/4)3.2.2 tan () if sec () = -5/33.3 Use a calculator to find the value of the following (show all steps): sec(173). tan(15,2).sin(9/5) 3.4 Find all possible values of x for which 3 cos(2x) + 1 = -1,7 (show all steps) Find the center, vertices, and asymptotes of (y+7)^2/4 - (x+5)^2/16=1Find the coordinate of the center: (-5,-7) List the coordinates of the vertices: (-5,-5),(-5,-9) Write the equation of the asymptote with positive slope: y = Find the length of the entire perimeter of the region insider=17sin but outside r=1. According to the Fair Housing Act, which owner, if any, couldrefuse to rent to someone on the basis of race?a) Kyrie rents out the spare bedroom in her houseb) Lyle owns and leases a four-unit apar