A researcher believes that on average, the span (distance from thumb to finger) of a person’s dominant hand is greater than that of their non-dominant hand. To investigate her belief, she randomly sampled 35 individuals for the study. She measured and recorded the spam (in centimetres) of both the dominant and the non-dominant hands of each of the individuals in the study. WHICH of these statistical techniques would be the MOST appropriate?
A researcher believes that on average, the span (distance from thumb to finger) of a person’s dominant hand is greater than that of their non-dominant hand. To investigate her belief, she randomly sampled 35 individuals for the study. She measured and recorded the spam (in centimetres) of both the dominant and the non-dominant hands of each of the individuals in the study. WHICH of these statistical techniques would be the MOST appropriate?
ANOVA
Paired samples t test
Independent samples t test
Wilcoxon’s matched pairs sign rank test
Mann-Whitney U test

Answers

Answer 1

The Paired samples t-test is the most suitable statistical technique for comparing the mean span of the dominant and non-dominant hands in this study.

To investigate whether the span of a person's dominant hand is greater than that of their non-dominant hand, the most appropriate statistical technique would be the Paired samples t-test.

The Paired samples t-test is used when comparing the means of two related groups or conditions. In this case, the dominant and non-dominant hands are related because they belong to the same individuals in the study. By comparing the means of the dominant and non-dominant hand spans, we can determine if there is a significant difference between the two.

The other options listed, ANOVA (Analysis of Variance), Independent samples t-test, Wilcoxon's matched-pairs signed rank test, and Mann-Whitney U test, are not suitable for this scenario because they are designed for different types of comparisons:

- ANOVA is used when comparing the means of three or more independent groups, which is not the case here.

- Independent samples t-test is used when comparing the means of two independent groups, which is not the case here as the measurements are paired.

- Wilcoxon's matched-pairs signed rank test and Mann-Whitney U test are non-parametric tests that are used when the data do not meet the assumptions of parametric tests. However, in this case, we have paired measurements, and the paired samples t-test is the appropriate parametric test.

Therefore, the Paired samples t-test is the most suitable statistical technique for comparing the mean span of the dominant and non-dominant hands in this study.

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Related Questions

rowan found a four out of 28 students in her class bike to school what is the ratio of students that bike to school to the number of students that do not bike to school right argument to defend your solution

Answers

The ratio of students who bike to school to the number of students who do not bike to school is 1:6, indicating that for every one student who bikes to school, there are six students who do not bike.

The ratio of students who bike to school to the number of students who do not bike to school can be calculated by dividing the number of students who bike to school by the number of students who do not bike to school. In this case, Rowan found that four out of 28 students bike to school.

To find the ratio of students who bike to school to the number of students who do not bike to school, we divide the number of students who bike by the number of students who do not bike. In this case, Rowan found that four out of 28 students bike to school. Therefore, the ratio of students who bike to school to the number of students who do not bike to school is 4:24 or 1:6.
To defend this solution, we can look at the definition of a ratio. A ratio is a comparison of two quantities or numbers expressed as a fraction. In this case, the ratio represents the number of students who bike to school (4) compared to the number of students who do not bike to school (24). This ratio can be simplified to 1:6 by dividing both numbers by the greatest common divisor, which in this case is 4.
Therefore, the ratio of students who bike to school to the number of students who do not bike to school is 1:6, indicating that for every one student who bikes to school, there are six students who do not bike.

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Teresa y su prima Gaby planea salir de vacaciones a la playa por lo que fueron a comprar lentes de sol y sandalias por los lentes de sol y un par de sandalias Teresa pago $164 Gaby compro dos lentes de sol y un par de sandalias y pagó $249 cuál es el costo de los lentes de sol y cuánto de las sandalias​

Answers

El costo de los lentes de sol es de $85 y el costo de las sandalias es de $79.

Para determinar el costo de los lentes de sol y las sandalias, podemos plantear un sistema de ecuaciones basado en la información proporcionada. Sea "x" el costo de un par de lentes de sol y "y" el costo de un par de sandalias.

De acuerdo con los datos, tenemos la siguiente ecuación para Teresa:

x + y = 164.

Y para Gaby, tenemos:

2x + y = 249.

Podemos resolver este sistema de ecuaciones utilizando métodos de eliminación o sustitución. Aquí utilizaremos el método de sustitución para despejar "x".

De la primera ecuación, podemos despejar "y" en términos de "x":

y = 164 - x.

Sustituyendo este valor de "y" en la segunda ecuación, obtenemos:

2x + (164 - x) = 249.

Simplificando la ecuación, tenemos:

2x + 164 - x = 249.

x + 164 = 249.

x = 249 - 164.

x = 85.

Ahora, podemos sustituir el valor de "x" en la primera ecuación para encontrar el valor de "y":

85 + y = 164.

y = 164 - 85.

y = 79.

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Adam gets a student loan for $10,000 to start his school at 8% per year compounded annually. He will have to repay the loan after t years from now. Which one of the following models best describe the amount, A, in dollars with respect to the time?:
a) A= 10000(0.08)^t
b) A= (0.08)^t
c) A= 10000(1.08)^t
d) A= 1.08^t

Answers

Option C is the best model that describes the amount, A, in dollars with respect to time in the given scenario.

Here is the main answer:Option C is the best model that describes the amount, A, in dollars with respect to time in the given scenario.

This is because the formula for compound interest is A=P(1+r/n)^(n*t) where, A is the amount after t years, P is the principal or initial amount, r is the interest rate, and n is the number of times interest is compounded annually.So, in this case, A=10000(1+0.08/1)^(1*t)A=10000(1.08)^tTherefore, the correct option is C.

To solve this problem, we have to understand the concept of compound interest. Compound interest is the addition of interest to the principal amount of a loan or deposit, which results in an increase in the interest paid over time. The formula for compound interest is A=P(1+r/n)^(n*t) where,

A is the amount after t years, P is the principal or initial amount, r is the interest rate, and n is the number of times interest is compounded annually. Let's solve the problem.

Adam gets a student loan for $10,000 to start his school at 8% per year compounded annually.

He will have to repay the loan after t years from now. Which one of the following models best describes the amount,

A, in dollars with respect to time?We know that the principal amount is $10,000 and the interest rate is 8% per year compounded annually.

So, we can write the formula as follows:A=P(1+r/n)^(n*t)where P=$10,000, r=0.08, n=1, and t is the number of years. Now we can substitute these values in the formula and simplify to get the answer.A=10000(1+0.08/1)^(1*t)A=10000(1.08)^tTherefore, the correct option is C

. In conclusion, Option C is the best model that describes the amount, A, in dollars with respect to time in the given scenario.

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Every student who takes Chemistry this semester has passed Math. Everyone who passed Math has an exam this week. Mariam is a student. Therefore, if Mariam takes Chemistry, then she has an exam this week". a) (10 pts) Translate the above statement into symbolic notation using the letters S(x), C(x), M(x), E(x), m a) (15 pts) By using predicate logic check if the argument is valid or not.

Answers

The statement can be translated into symbolic notation as follows:

S(x): x is a student.

C(x): x takes Chemistry.

M(x): x passed Math.

E(x): x has an exam this week.

m: Mariam

Symbolic notation:

S(m) ∧ C(m) → E(m)

The given statement is translated into symbolic notation using predicate logic. In the notation, S(x) represents "x is a student," C(x) represents "x takes Chemistry," M(x) represents "x passed Math," E(x) represents "x has an exam this week," and m represents Mariam.

The translated statement S(m) ∧ C(m) → E(m) represents the logical implication that if Mariam is a student and Mariam takes Chemistry, then Mariam has an exam this week.

To determine the validity of the argument, we need to assess whether the logical implication holds true in all cases. If it does, the argument is considered valid.

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Tell whether x and y show direct variation, inverse variation, or neither. −y/4=2x A. direct variation B. inverse variation C. neither

Answers

The answer is B. inverse variation.

To determine whether the equation −y/4 = 2x represents direct variation, inverse variation, or neither, we can analyze its form.

The equation can be rewritten as y = -8x.

In direct variation, two variables are directly proportional to each other. This means that if one variable increases, the other variable also increases proportionally, and if one variable decreases, the other variable also decreases proportionally.

In inverse variation, two variables are inversely proportional to each other. This means that if one variable increases, the other variable decreases proportionally, and if one variable decreases, the other variable increases proportionally.

Comparing the given equation −y/4 = 2x to the general form of direct and inverse variation equations:

Direct variation: y = kx

Inverse variation: y = k/x

We can see that the given equation −y/4 = 2x matches the form of inverse variation, y = k/x, where k = -8.

Therefore, the equation −y/4 = 2x represents inverse variation.

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I'm stuck help me 7 math

Answers

Answer:

Radius is missing dimension; 17 inches

Step-by-step explanation:

[tex]V=\pi r^2 h\\10982\pi = \pi r^2(38)\\289=r^2\\r=17[/tex]

Therefore, the missing dimension, the radius, is 17 inches. Make sure to use the volume of a cylinder formula.

Which of the following is true? Enter a, b, c, d, or e. a. Irrationals ={qp∣p,q∈ all INT } b. 2.59 is irrational c. 1.2345678… is rational d. {( Natural Numbers )∩ (Whole Numbers )} ={ Natural Numbers } e. 4√16 is irrational

Answers

Irrationals [tex]={qp∣p,q∈ all INT }[/tex] Explanation:Irrational numbers are those numbers where p and q are integers and q≠0.the fourth option is true.[tex]4√16 = 4*4 = 16[/tex], which is a rational number since it can be expressed in the form of p/q, where p=16 and q=1, which are integers. Hence the fifth option is false.The correct option is a.

The set of all irrational numbers is denoted by Irrationals. Hence the first option is true.2.59 is not an irrational number since it can be represented in the form of p/q, where p=259 and q=100, which are integers. Hence the second option is false.1.2345678… is a repeating decimal number which can be expressed in the form of p/q, where p=12345678 and q=99999999, which are integers. Hence the third option is false.

The set of natural numbers is denoted by N, whereas the set of whole numbers is denoted by W. The set of all natural numbers intersecting with the set of whole numbers is denoted by N ∩ W. Since N is a subset of W, the intersection of these two sets will give us the set of natural numbers. Hence

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please help:
express each trigonometric ratio as a fraction in simplist form​

Answers

Answer:

sin (Q) = 15/17

sin (R) = 8/17

cos (Q) = 8/17

cos (R) = 15/17

tan (Q) = 15/8

tan (R) = 8/15

Step-by-step explanation:

Step 1:  Find the length of side QR (i.e., the hypotenuse):

Because the sine and cosine ratios require us to use the hypotenuse, we first need to find it.  Since this is a right triangle, we can find the hypotenuse using the Pythagorean Theorem, which is given by:

a^2 + b^2 = c^2, where

a and b are the triangle's shortest sides called legs,and c is the longest side called the hypotenuse.

Thus, we can plug in 16 and 30 for a and b to find x, the hypotenuse (aka the length of side QR):

16^2 + 30^2 = c^2

256 + 900 = c^2

1156 = c^2

√1156 = √1156

34 = c

Thus, the length of side QR (the hypotenuse) is 34 units.

Step 2:  Find sin Q and sin R:

sin Q:

The sine ratio is given by sin (θ) = opposite / hypotenuse, where

θ is the reference angle.When angle Q is the reference angle, SR is the opposite side and QR is the hypotenuse.

Thus, sin (Q) = 30/34.  This simplifies to sin (Q) = 15/17.

sin R:

When angle R is the reference angle, QS is the opposite side and QR is the hypotenuse.

Thus sin (R) = 16/34.  This simplifies to sin(R) = 8/17.

Step 3:  Find cos Q and cos R:

The cosine ratio is given by:

cos (θ) = adjacent / hypotenuse, where

θ is the reference angle.

cos Q:

When angle Q is the reference angle, QS is the adjacent side and QR is the hypotenuse.

Thus cos (Q) = 16/34.  This simplifies to cos (Q) = 8/17.

cos R:

When angle R is the reference angle, SR is the adjacent side and QR is the hypotenuse.

Thus, cos (R) = 30/34.  This simplifies to cos (R) = 15/17.

Step 4:  Find tan Q and tan R:

The tangent ratio is given by:

tan (θ) = opposite / adjacent, where

θ is the reference angle.

tan (Q):

When angle Q is the reference angle, SR is the opposite side and QS is the adjacent side.

Thus tan (Q) = 30/16.  This simplifies to tan (Q) = 15/8.

tan (R):

When angle R is the reference angle, QS is the opposite side and SR is the adjacent side.

Thus, tan (R) = 16/30.  This simplifies to tan (R) = 8/15.

uestion Not yet B Pots out of 4:00 Fais question If the probability of having a boy at birth is 50%. Find the probability that in 40 births there will be more than 28 boys Note that this is discrete data so that a correction for continuity must be used and you must compute the mean and standard deviation by using the binomial distribution formulas. The z-formula for this type of problem is 2 (x-mu/sigma. Give your answer to four decimal places Answer:

Answers

The probability of having more than 28 boys is approximately 0.1097

Probability of having a boy at birth = 50%

Number of births, n = 40

This problem can be modeled as a binomial distribution, as there are only two possible outcomes: a boy or a girl.

The binomial distribution is represented by the formula: P(x) = nCx * P^x * (1 - P)^(n - x)

Where:

n = Number of trials

x = Number of successful trials (in this case, having a boy)

P = Probability of success (in this case, a boy)

1 - P = Probability of failure (in this case, a girl)

nCx = Number of ways to choose x successes in n trials, computed by the formula nCx = n! / (x! * (n - x)!).

Using this formula, we can find the probability.

First, we calculate the mean (μ) and standard deviation (σ):

Mean (μ) = np = 40 * 0.5 = 20

Standard deviation (σ) = sqrt(npq), where q = (1 - p) = 1/2

Next, we use the z-formula to determine the probability of having more than 28 boys:

2(x - μ) / σ > 2(28 - 20) / σ

(28 - 20) / σ > 1.2649

σ > (8 / 1.2649)

σ > 6.3264

However, finding the area greater than z = 6.3264 using a standard normal distribution table is not possible. Therefore, we need to use the Poisson approximation to estimate the probability.

The Poisson approximation is used when n is large and p is small, ensuring that the product np is not too large.

In this case, λ = np = 40 * 0.5 = 20. We can now use the Poisson approximation to find the probability that the number of boys is more than 28.

Using the formula for the Poisson distribution:

P(x > 28) = 1 - P(x ≤ 28)

= 1 - 0.8903

≈ 0.1097 (rounded to 4 decimal places)

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Identify the coordinate space to which P6 is isomorphic. A B с D Re R5 R6 7 R7

Answers

The coordinate space to P6 is isomorphic is B. R5

Given, P6 isomorphic to R5P6 denotes the projective space of dimension 6 over the field of two elements. Here, we need to identify the coordinate space to which P6 is isomorphic. Projective spaces are important in algebraic geometry, topology, and related fields. They are special cases of projective varieties, and subtle properties of projective spaces often have algebraic geometry ramifications.

The projective space is the space of all one-dimensional linear subspaces of a vector space. The coordinates of a point in a projective space are homogeneous coordinates, and the transformation which corresponds to an invertible linear transformation of the underlying vector space. Hence, P6 is isomorphic to R5 because the homogenous coordinates are 6-tuples up to scaling, while the latter space consists of vectors of length 5 over the real numbers. So the correct answer is B. R5.

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If two angles are supplementary, then they both cannot be obtuse angles.

Answers

The statement given "If two angles are supplementary, then they both cannot be obtuse angles." is true because supplementary angles are a pair of angles that add up to 180 degrees.

An obtuse angle is an angle greater than 90 degrees but less than 180 degrees. Since two angles that are supplementary add up to 180 degrees, if one angle is obtuse, the other angle must be acute (less than 90 degrees) in order for their sum to be 180 degrees. Therefore, both angles cannot be obtuse angles if they are supplementary.

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Let A be an upper trangular matrix with main diagonal: \( \{1,5,-7,11,13,101\} \). Then \( 5 A^{2} \) is not defined a singular matrix an invertible matrix None of the mentioned

Answers

The determinant of 5A² is nonzero, 5A² is invertible. Thus, the correct option is that 5A² is invertible.

Let A be an upper triangular matrix with the main diagonal: {1, 5, -7, 11, 13, 101}. We need to determine whether 5A² is singular or invertible.

An n × n matrix is singular if its determinant is zero, while it is invertible if the determinant is nonzero.

The product of two upper (or lower) triangular matrices is also an upper (or lower) triangular matrix. Therefore, the matrix A² is an upper triangular matrix with a main diagonal of {(1)², (5)², (-7)², (11)², (13)², (101)²}.

Hence, 5A² will have a main diagonal with entries 5(1)², 5(5)², 5(-7)², 5(11)², 5(13)², and 5(101)², which simplifies to {5, 625, 1225, 3025, 4225, 255025}.

Therefore, the determinant of 5A² is equal to the product of its main diagonal elements:

5(1)² × 5(5)² × 5(-7)² × 5(11)² × 5(13)² × 5(101)² = (5)⁶ (1)² (13)² (11)² (5)² (101)² (-7)².

Since the determinant of 5A² is nonzero, 5A² is invertible. Thus, the correct option is that 5A² is invertible.

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All correct answers are from the multiple choices. This is a statistics related question.
Thank you!!!!!
1. A group of investigators wishes to explore the relationship between the
use of hair dyes and the development of breast cancer in females. A
group of 100 beauticians 40–49 years of age is identified and followed
for five years. After five years, 20 new cases of breast cancer have
occurred. Assume that breast cancer incidence over this time period for
average American women in this age group is 30/100. We wish to test
the hypothesis that using hair dyes decrease the risk of breast cancer.
Compute p-value
(The answer is Not 0.0021)
a) 0
b) 47.6190
2. Find the different meaning for beta
a) False negatives
b)Pr(reject null hypothesis given true null hypothesis)
3. Find the different meaning about null hypothesis
a) Different than before
b) No Difference
4. Find the different meaning for alpha
a) Type 2 error
b) False positives
5. Find the right Statement
a) For one-sided test, acceptance region=1-2*rejection region
b) For two-sided test, there are two rejection regions on left
c) For one-sided test, there are left tailed test and right tailed test

Answers

Alpha can be interpreted as false positives or the significance level in hypothesis testing.

Different meaning for alpha?

Alpha refers to the significance level in hypothesis testing, which is the predetermined threshold used to determine whether to reject the null hypothesis.

It represents the probability of rejecting the null hypothesis when it is actually true, leading to a Type I error.

A false positive occurs when the test incorrectly concludes that there is a significant effect or relationship, even though it does not exist in reality.

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1. Solve the system of equations by giaphing and check your anwer by substifuing hack inlo both equations
• y=2/3x−7 • 2x−y=−15 2. Explain what it means when a system ihal one solution Give at least thice equations to cieate the system Shaw by any method why your equations represent a system with one solution

Answers

The equations y = 2/3x - 7 and 2x - y = -15 have one solution due to their intersection at a single point. Graphing these lines, we can find the point of intersection at (6, -1). This is because there is only one set of values for the variables that satisfy both equations. This is the required explanation for the existence of one solution in these systems.

1. Solution:
We have two equations:

y = 2/3x - 7 ----(1)

2x - y = - 15 ----(2)

Let us graph these two lines using their respective slope and y-intercept:Graph for equation 1

:y = 2/3x - 7 => y-intercept is -7 and slope is 2/3.

Using this slope we can plot other points also. Using slope 2/3, we can move 2 units up and 3 units right from y-intercept and plot another point. Plotting these points and drawing a line passing through them, we get the first line as shown below:

graph{2/3*x-7 [-11.78, 10.25, -14.85, 9.5]}

Graph for equation 2:2x - y = -15 => y-intercept is 15 and slope is 2.

Using this slope we can plot other points also. Using slope 2, we can move 2 units up and 1 unit right from y-intercept and plot another point. Plotting these points and drawing a line passing through them, we get the second line as shown below:graph{2x+15 [-6.19, 11.79, -9.04, 17.02]}

Let us find the point of intersection of these two lines. From the graph, it is seen that the lines intersect at the point (6, -1). Now we need to verify this by substituting these values into the two equations:For first equation:

y = 2/3x - 7

=> -1 = 2/3*6 - 7

=> -1 = 4 - 7

=> -1 = -3 which is true. For second equation: 2x - y = -15 => 2*6 - (-1) = -15 => 12 + 1 = -15 => 13 = -15 which is false. Hence (6, -1) is not the solution for this equation. Therefore there is no solution for this equation.2. Explanation:
When a system of equation has one solution, it means that the two or more lines intersect at a single point. That is to say, there is only one set of values for the variables that will satisfy both equations.For example, let's take a system of equation:y = 2x + 1y = -x + 5The above system of equation can be solved by equating both equations to find the value of x as shown below:2x + 1 = -x + 5 => 3x = 4 => x = 4/3Now, substitute the value of x into one of the above equations to find the value of y:y = 2x + 1 => y = 2(4/3) + 1 => y = 8/3 + 3/3 => y = 11/3Therefore, the solution of the above system of equation is (4/3, 11/3).

This system of equation has only one solution because both lines intersect at a single point. Hence this is the required explanation.The following are three different systems of equation that have one solution:1. y = 3x - 5; y = 5x - 7.2. 3x - 4y = 8; 6x - 8y = 16.3. 2x + 3y = 13; 5x + y = 14.The above systems of equation have one solution because the lines intersect at a single point.

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The functions f(x) and g(x) are graphed.
f(x) 5
B
2
V
-6-5-4-3-2-11-
5 7 7 7 4 9
-2-
-3-
-4
-5-
Mark this and return
H
g(x)
1 2 3 4 5 6 x
Which represents where f(x) = g(x)?
Of(0) = g(0) and f(2)= g(2)
Of(2)= g(0) and f(0) = g(4)
Of(2)= g(0) and f(4) = g(2)
Of(2)= g(4) and f(1) = g(1)
Save and Exit
Next
Submit

Answers

Answer:

Based on the comparisons, option 3) "Of(2)= g(0) and f(4) = g(2)" represents where f(x) is equal to g(x).

Step-by-step explanation:

To determine which option represents where f(x) is equal to g(x), we need to compare the values of f(x) and g(x) at specific points.

Let's evaluate each option:

f(0) = g(0) and f(2) = g(2)

Checking the values on the graph, we see that f(0) = 5 and g(0) = 2, which are not equal. Also, f(2) = 2, and g(2) = 3, which are also not equal. Therefore, this option is incorrect.

f(2) = g(0) and f(0) = g(4)

Checking the values on the graph, we find that f(2) = 2 and g(0) = 2, which are equal. However, f(0) = 5, and g(4) = 4, which are not equal. Therefore, this option is incorrect.

f(2) = g(0) and f(4) = g(2)

Checking the values on the graph, we see that f(2) = 2 and g(0) = 2, which are equal. Additionally, f(4) = 7, and g(2) = 7, which are also equal. Therefore, this option is correct.

f(2) = g(4) and f(1) = g(1)

Checking the values on the graph, we find that f(2) = 2, and g(4) = 4, which are not equal. Additionally, f(1) = 9, and g(1) = 2, which are also not equal. Therefore, this option is incorrect.

The answer is C…..maybe..I think

Select the mathematical statements to correctly fill in the beginning of the proof of an inductive step below: We will assume for k≥1 that 4 evenly divides 9k-5k and will prove that 4 evenly divides 9k+1-5k+1. Since, by the inductive hypothesis, 4 evenly divides 9k-5k, then 9k can be expressed as (A?), where m is an integer. 9k + 1-5k+1=9.9 k-5-5k9k + 1-5k + 1 = (B?) by the ind. Hyp. 9 k + 1 - 5k + 1 = (A): 4m(B): (4m+5k)-5.5k (A): 4m+5k (B): (4m+5k)-5.5k (A): 4m(B): 9(4m+5k)-5.5k (A): 4m+5k(B): 9(4m+5k)-5.5k

Answers

We will assume for k≥1 that 4 evenly divides 9k-5k and will prove that 4 evenly divides 9k+1-5k+1. Since, by the inductive hypothesis, 4 evenly divides 9k-5k, then 9k can be expressed as (A?), where m is an integer. 9k + 1-5k+1=9.9 k-5-5k. The correct answers are: (A): 4m+5k and (B): (4m+5k)-5.5k

By the statements,

9k + 1-5k + 1 = 9.9

k - 5 - 5k9k+1−5k+1=9.9k−5−5k

By the inductive hypothesis, 4 evenly divides 9k-5k. Thus, 9k can be expressed as (4m+5k) where m is an integer.

9k=4m+5k

Let's put the value of 9k in the equation

9k + 1-5k+1= 9(4m+5k)-5.5k+1

= 36m+45k-5.5k+1

= 4(9m+11k)+1

Now, let's express 9k+1-5k+1 in terms of 4m+5k.

9k+1−5k+1= 4(9m+11k)+1= 4m1+5k1

By the principle of mathematical induction, if P(n) is true, then P(n+1) is also true. Therefore, since 4 divides 9k-5k and 9k+1-5k+1 is expressed in terms of 4m+5k, we can say that 4 evenly divides 9k+1-5k+1. Thus, option (A): 4m+5k and option (B): (4m+5k)-5.5k is correct.

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Debbie is making her famous lemonade. It requires

5/6 cup of lemon juice,

1/4 cup of sugar and

3/8 cup of water. How many cups of lemonade will these ingredients make?

A pitcher and glass of lemonade.

Answers

The ingredients provided will make approximately 1 and 11/24 cups of lemonade.

1. The problem states that the lemonade recipe requires specific quantities of lemon juice, sugar, and water, given as fractions. These fractions have different denominators, which means they cannot be added directly.

2. To add fractions with different denominators, we need to find a common denominator. In this case, the least common multiple (LCM) of the denominators 6, 4, and 8 is 24.

3. We convert the fraction for each ingredient to have a common denominator of 24:

  a. For the 5/6 cup of lemon juice, we multiply the numerator and denominator by 4 to get (5/6) * (4/4) = 20/24 cup of lemon juice.

  b. For the 1/4 cup of sugar, we multiply the numerator and denominator by 6 to get (1/4) * (6/6) = 6/24 cup of sugar.

  c. For the 3/8 cup of water, we multiply the numerator and denominator by 3 to get (3/8) * (3/3) = 9/24 cup of water.

4. Now that all the fractions have the same denominator, we can add them together:

  20/24 cup of lemon juice + 6/24 cup of sugar + 9/24 cup of water = 35/24 cup of lemonade.

5. The resulting fraction 35/24 represents the total amount of lemonade made with the given ingredient quantities. However, since 35/24 is greater than 1 (the whole), we can simplify it to a mixed number.

6. By dividing 35 by 24, we get 1 as the whole number and a remainder of 11. Therefore, the mixed number representation of 35/24 is 1 11/24.

7. Thus, the ingredients provided will make approximately 1 and 11/24 cups of lemonade.

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a contractor is tendering for a road cutting to be blasted through a competent dolerite.He ask for your help in designing a pre split blast using the following parameters
hole diameter 89mm
vertical depth 16.0m
hole angle 70°

Answers

The recommended design for the pre-split blast in cutting through the competent dolerite is to use 89mm diameter blast holes drilled at a 70° angle with a vertical depth of 16.0m.

To achieve a successful pre-split blast in cutting through competent dolerite, several factors need to be considered. The first step is to determine the appropriate blast hole diameter, which in this case is 89mm. This diameter is chosen based on the specific characteristics of the dolerite and the desired fragmentation results.

The second step is to determine the angle at which the blast holes should be drilled. In this scenario, a hole angle of 70° is recommended. This angle allows for effective fracturing of the dolerite and helps ensure that the blast energy is directed along the desired plane of the road cutting.

Lastly, the vertical depth of the blast holes needs to be considered. In this case, a vertical depth of 16.0m is recommended. This depth takes into account the thickness of the dolerite and ensures that the blast will penetrate deep enough to achieve the desired result.

By using 89mm diameter blast holes drilled at a 70° angle with a vertical depth of 16.0m, the contractor can optimize the effectiveness of the pre-split blast in cutting through the competent dolerite. This design will help to minimize the risk of overbreak or underbreak and ensure a controlled and efficient excavation process.

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Find a particular solution to y ′′ +6y ′ +8y=−1te^4t y p ​ =

Answers

The particular solution to to y ′′ +6y ′ +8y=[tex]-te^{4t}y_p$$[/tex] is [tex]\[ y_p(t) = \left(-\frac{2}{17}t + \frac{3}{34}\right)e^{4t} \][/tex]

To find the particular solution to the differential equation y ′′ +6y ′ +8y=[tex]-te^{4t}y_p$$[/tex], we will use the method of undetermined coefficients. The complementary function of this differential equation is given by:

[tex]\[y_c = c_1e^{-2t} + c_2e^{-4t}\][/tex]

where c1 and c2 are constants to be determined.

To find the particular solution, we assume that it has the form of [tex]\[y_p = (At + B)e^{4t}\][/tex], where A and B are constants to be determined. We take the first and second derivatives of yp as follows:

[tex]\[y_p'(t) = Ae^{4t} + 4Ate^{4t} + Be^{4t}\][/tex]

[tex]\[y_p'' = 2Ae^{4t} + 8Ate^{4t} + 4Ate^{4t} + 4Be^{4t} = 2Ae^{4t} + 12Ate^{4t} + 4Be^{4t}\][/tex]

Substituting yp and its derivatives into the differential equation, we get:

[tex]\((2A + 12At + 4B)e^{4t} + 6(Ae^{4t} + 4Ate^{4t} + Be^{4t}) + 8(At + B)e^{4t} = -te^{4t}\)[/tex]

Simplifying the equation, we get:

[tex]\((14A + 12B)te^{4t} + (6A + 8B)e^{4t} = -te^{4t}\)[/tex]

Equating the coefficients of like terms, we get the following system of equations:

14A + 12B = -1

6A + 8B = 0

Solving for A and B, we get:

A = -2/17

B = 3/34

Therefore, the particular solution is [tex]\[ y_p(t) = \left(-\frac{2}{17}t + \frac{3}{34}\right)e^{4t} \][/tex]

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A ladder AB,8m long has its end B on horizontal ground and its end A against a vertical wall ,AB makes an angle 76° with the ground. Calculate the height of the ladder reaches up the wall​

Answers

The ladder reaches a height of approximately 7.795 meters up the wall.

To calculate the height that the ladder reaches up the wall, we can use trigonometry and specifically focus on the right triangle formed by the ladder, the wall, and the ground.

Let's denote the height that the ladder reaches up the wall as 'h'.

In the right triangle, the length of the ladder (AB) is given as 8 meters, and the angle between the ladder and the ground (angle B) is given as 76°.

Using trigonometric ratios, we can use the sine function to relate the angle and the sides of the triangle:

sin(angle B) = opposite/hypotenuse

sin(76°) = h/8

To find the value of sin(76°), we can use a scientific calculator or trigonometric tables.

sin(76°) ≈ 0.97437

Substituting this value into the equation, we have:

0.97437 = h/8

To solve for h, we can cross-multiply and isolate h:

h = 0.97437 * 8

h ≈ 7.795 meters

Therefore, the ladder reaches a height of approximately 7.795 meters up the wall.

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Suppose the architect in Problem 3 reduces the length of the base of the triangle to 100 ft. The function that models the height of the triangle becomes y=50 tan θ .

c. What is the height of the triangle when θ=22°?

Answers

The function that models the height of the triangle becomes y=50 tan θ . c. When θ = 22°, the height of the triangle is approximately 20.20 ft.

To find the height of the triangle when θ = 22°, we can use the given function y = 50 tan θ.

In the given function, y represents the height of the triangle, and θ represents the angle between the base of the triangle and the hypotenuse.

We are given that the length of the base of the triangle is reduced to 100 ft. So now we have a right triangle with a base of 100 ft.

We need to find the height of the triangle when the angle θ is 22°.

Substituting the given values into the function, we have:

y = 50 tan(22°)

To evaluate this expression, we can use a scientific calculator or trigonometric tables.

Using a calculator, we find that the tangent of 22° is approximately 0.4040.

Now we can substitute this value back into the equation:

y = 50 * 0.4040

Simplifying the calculation:

y ≈ 20.20 ft

Therefore, when θ = 22°, the height of the triangle is approximately 20.20 ft.

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Prove that (G, *) is an abelian group where G = {x  R : -1 <
x < 1} and  is defined by x * y = (x + y) / (xy + 1)

Answers

In order to prove that (G, *) is an abelian group where [tex]G = {x  R : -1 < x < 1} and [/tex] is defined by[tex]x * y = (x + y) / (xy + 1)[/tex] , we need to show that it satisfies the properties of an abelian group. An abelian group is a set G equipped with a binary operation * which satisfies the following properties:

Closure:

For all [tex]a, b ∈ G, a * b ∈ G.[/tex]

Associativity:

For all

[tex]a, b, c ∈ G, (a * b) * c = a * (b * c)[/tex].

Identity element:

There exists an element e ∈ G such that for all a ∈ G,

[tex]a * e = e * a = a[/tex].

Inverse elements:

For every a ∈ G, there exists an element b ∈ G such that

[tex]a * b = b * a = e[/tex].

Commutativity: For all [tex]a, b ∈ G, a * b = b * a[/tex].

We need to show that for all [tex]a, b ∈ G, a * b ∈ G. Let a, b ∈ G[/tex].

Then -1 < a, b < 1.

Associativity:

We need to show that for all [tex]a, b, c ∈ G, (a * b) * c[/tex]

[tex]= a * (b * c)[/tex].

Let [tex]a, b, c ∈ G[/tex].

Then,

[tex](a * b) * c \\= [(a + b) / (ab + 1)] * c\\= [(a + b)c + c] / [ac + bc + 1]a * (b * c) \\= a * [(b + c) / (bc + 1)]\\= [a + (b + c)] / [a(bc + 1) + bc + 1][/tex]

We can see that [tex](a * b) * c = a * (b * c)[/tex]

[tex]a ∈ G, a * e = e * a = a * 0 = (a + 0) / (a*0 + 1) = a[/tex].

Then we need to find b such that [tex]a * b = (a + b) / (ab + 1) = e[/tex].

Solving for b, we get

[tex]b = -a/(a+1)[/tex].

We can see that b ∈ G because -1 < a < 1 and a + 1 ≠ 0.

Also, [tex]a * b \\= (a + (-a/(a+1))) / (a(-a/(a+1)) + 1)\\= 0 = e[/tex]

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The length of one side of a triangle is 2 inches. Draw a triangle in which the 2-inch side is the shortest side and one in which the 2-inch side is the longest side. Include side and angle measures on your drawing.

Answers

Triangle with the 2-inch side as the shortest side:

     AB = 2 inches, BC = AC = To be determined.

Triangle with the 2-inch side as the longest side:      AB = AC = 2 inches, BC = To be determined.

In the first scenario, where the 2-inch side is the shortest side of the triangle, we can draw a triangle with side lengths AB = 2 inches, BC = AC = To be determined. The side lengths BC and AC can be any values greater than 2 inches, as long as they satisfy the triangle inequality theorem.

This theorem states that the sum of the lengths of any two sides of a triangle must be greater than the length of the third side.

In the second scenario, where the 2-inch side is the longest side of the triangle, we can draw a triangle with side lengths AB = AC = 2 inches and BC = To be determined.

The side length BC must be shorter than 2 inches but still greater than 0 to form a valid triangle. Again, this satisfies the triangle inequality theorem, as the sum of the lengths of the two shorter sides (AB and BC) is greater than the length of the longest side (AC).

These two scenarios demonstrate the flexibility in constructing triangles based on the given side lengths. The specific values of BC and AC will determine the exact shape and size of the triangles.

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Find:
a. a basis for the kernel of T
b. a basis for the range of T
Given: T: P3 → P₂, T(α₁ + α₁x + α₂x² + α3x³) = α₁ + 2α₂x + 3a3x².

Answers

A basis for the range of T is the set of all polynomials of the form α₁ + 2α₂x + 3α₃x², where α₁, α₂, α₃ are real numbers.

A basis for the kernel of T and a basis for the range of T, we need to determine which polynomials in P3 are mapped to zero and which polynomials in P₂ can be reached by applying T to some polynomial in P3, respectively.

a. Kernel of T:

We want to find polynomials α₁ + α₁x + α₂x² + α₃x³ in P3 such that T(α₁ + α₁x + α₂x² + α₃x³) = 0.

T(α₁ + α₁x + α₂x² + α₃x³) = α₁ + 2α₂x + 3α₃x²

To satisfy T(α₁ + α₁x + α₂x² + α₃x³) = 0, we need to solve the following equations:

α₁ = 0 2α₂ = 0 3α₃ = 0

From the equations, we can see that α₁ = α₂ = α₃ = 0. Therefore, the kernel of T is the zero polynomial: {0}.

b. Range of T:

We want to find polynomials α₁ + 2α₂x + 3α₃x² in P₂ such that there exists a polynomial α₁ + α₁x + α₂x² + α₃x³ in P3 satisfying T(α₁ + α₁x + α₂x² + α₃x³) = α₁ + 2α₂x + 3α₃x².

By comparing the coefficients of the polynomials, we can see that for any α₁, α₂, α₃, the polynomial T(α₁ + α₁x + α₂x² + α₃x³) = α₁ + 2α₂x + 3α₃x² belongs to the range of T.

Therefore, a basis for the range of T is the set of all polynomials of the form α₁ + 2α₂x + 3α₃x², where α₁, α₂, α₃ are real numbers.

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A circle with a radius of 14 feet is cut to eight equal pieces how many square feet are three of the pieces used 22/7 for TT

Answers

Answer:

Area of each sector = (1/8)π(14²)

= 49π/2 ft²

Total area of 3 pieces = 147π/2 ft²

= 147(22/7)(1/2) ft²

= 231 ft²

Help!!!!!!!!!!!!!!!!!!!!!!

Answers

The similar triangle of the triangle PQR are ΔRQS and ΔPRS.

How to find the side of similar triangle?

Two triangles are said to be similar if their corresponding angles are congruent and the corresponding sides are in proportion.

In other words, Similar triangles are two or more triangles with the same shape, equal pair of corresponding angles, and the same ratio of the corresponding sides.

Therefore, the similar triangles of triangle PQR is as follows:

ΔRQS and ΔPRS are the only similar triangle to ΔPQR

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Find a general solution to the given differential equation. y" + 3y'-18y=0

Answers

The general solution to the differential equation y" + 3y' - 18y = 0 is y(x) = c1e^(3x) + c2e^(-6x), where c1 and c2 are constants

To find the general solution to the given differential equation y" + 3y' - 18y = 0, we can first find the characteristic equation by assuming that y has an exponential form, y = e^(rx), where r is a constant.

Differentiating y with respect to x, we have y' = re^(rx) and y" = r^2e^(rx). Substituting these expressions into the differential equation, we get:

r^2e^(rx) + 3re^(rx) - 18e^(rx) = 0

Factoring out e^(rx), we obtain the characteristic equation:

r^2 + 3r - 18 = 0

Solving this quadratic equation, we find the roots r1 = 3 and r2 = -6.

The general solution to the differential equation is then given by:

y(x) = c1e^(3x) + c2e^(-6x)

where c1 and c2 are arbitrary constants that can be determined based on initial conditions or additional information about the specific problem.

In summary, the general solution to the differential equation y" + 3y' - 18y = 0 is y(x) = c1e^(3x) + c2e^(-6x), where c1 and c2 are constants.

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Find the relative error of the following measurement.

2.0 mi

Answers

The relative error of the measurement cannot be determined without a reference value or known value.

The relative error is a measure of the accuracy or precision of a measurement compared to a known or expected value. It is calculated by finding the absolute difference between the measured value and the reference value, and then dividing it by the reference value. However, in this case, we are only given the measurement "2.0 mi" without any reference or known value to compare it to.

To calculate the relative error, we would need a reference value, such as the true or expected value of the measurement. Without that information, it is not possible to determine the relative error accurately.

For example, if the true or expected value of the measurement was known to be 2.5 mi, we could calculate the relative error as follows:

Measured Value: 2.0 mi

Reference Value: 2.5 mi

Absolute Difference: |2.0 - 2.5| = 0.5 mi

Relative Error: (0.5 mi / 2.5 mi) * 100% = 20%

In this case, the relative error would be 20% indicating that the measurement deviates from the expected value by 20%.

However, without a reference value or known value to compare the measurement to, we cannot accurately calculate the relative error.

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Assume that T is a linear transformation. Find the standard matrix of T. TR²R¹. T (e₁) =(5, 1, 5, 1), and T (e₂) =(-9, 3, 0, 0), where e₁ = (1.0) and e₂ = (0,1) A= (Type an integer or decimal for each matrix element.)

Answers

The standard matrix of the linear transformation T is A = [[5, -9], [1, 3], [5, 0], [1, 0]].

To find the standard matrix of a linear transformation T, we need to determine the image of the standard basis vectors under T. In this case, T(e₁) = (5, 1, 5, 1) and T(e₂) = (-9, 3, 0, 0), where e₁ = (1, 0) and e₂ = (0, 1).

The standard matrix A is formed by placing the images of the standard basis vectors as columns in the matrix. Therefore, the first column of A corresponds to T(e₁) and the second column corresponds to T(e₂).

Based on the given information, the standard matrix A for the linear transformation T is:

A = [[5, -9], [1, 3], [5, 0], [1, 0]]

Each column of the standard matrix represents the transformation of a standard basis vector. By multiplying this matrix with a vector in R², we can obtain the image of that vector under the linear transformation T.

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Let n≥4. How many colours are needed to vertex-colour the graph W n? Justify your answer, by showing that it is possible to colour the graph with the number of colours you propose and that it is impossible to colour it with fewer. For n≥4, we know that W n is not a tree. How many edges have to be removed from W n to leave a spanning tree?

Answers

To vertex-color the graph Wn, where n ≥ 4, we need to determine the minimum number of colors required. The graph Wn is a complete graph with n vertices, where all vertices are connected to each other.

In a complete graph, each vertex is adjacent to all other vertices. Therefore, to ensure that no two adjacent vertices share the same color, we need to assign a unique color to each vertex.

Hence, the number of colors needed for vertex-coloring the graph Wn is n.

To justify this, we observe that each vertex in the graph Wn is adjacent to n-1 vertices (excluding itself). Thus, a minimum of n colors is required to ensure that adjacent vertices have different colors.

Now, we will show that it is possible to color the graph with n colors and impossible to color it with fewer colors.

For n ≥ 4, we know that Wn is not a tree, indicating the presence of cycles in the graph. Let C be a cycle with vertices (v1, v2, ..., vk, v1) in the graph Wn, where k ≥ 3.

Since k ≥ 3, we can assign the same color (say color 1) to the vertices v1, v3, v5, ..., vk-2, vk. Similarly, we can assign the same color (say color 2) to the vertices v2, v4, v6, ..., vk-1, v1.

By this coloring scheme, vertices v1 and vk are assigned different colors and are adjacent to each other. This demonstrates that at least n colors are required to vertex-color the graph Wn.

Therefore, we can conclude that n colors are needed to vertex-color the graph Wn.

Next, we consider the number of edges that need to be removed from Wn to obtain a spanning tree.

A spanning tree is a subgraph of a graph that includes all the vertices of the graph but only a subset of its edges, ensuring that no cycles are formed.

Since the graph Wn has (n-1) edges, a spanning tree of Wn would also have (n-1) edges.

Since Wn is not a tree, we can obtain a spanning tree of Wn by removing (n-1) edges. Hence, we need to remove (n-1) edges from Wn to leave a spanning tree.

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It had all looked so promising, but now he couldnt shake a sense of impending doom.The problem in a nutshell was that the Mexican subsidiary that manufactured the toy couldnt seem to meet a deadline. Not only were all the shipments late so far, but they fell well short of the quantities ordered. Chuck decided to e-mail Vicente Ruiz, the plant manager, about the situation before he found himself in the middle of the Christmas season with parents clamoring for a toy he couldnt lay his hands on.In a thoroughly professional e-mail that started with a friendly "Dear Vicente," Chuck inquired about the status of the latest order, asked for a production schedule for pending orders, and requested a specific explanation as to why the Mexican plant seemed to be having such difficulty shipping orders out on time. The reply appeared within the hour, but to his utter astonishment, it was a short message from Vicentes secretary. She acknowledged the receipt of his e-mail and assured him the Mexican plant would be shipping the order, already a week late, in the next 10 days."Thats it," Chuck fumed. "Time to take this to Sato." In the message to his boss, he prefaced his original e-mail and the secretarys reply with a terse note expressing his growing concern over the availability of what could well be this seasons must-have toy. "Just what do I have to do to light a fire under Vicente?" he wrote. He then forwarded it all to his supervisor and friend, Michael Sato, the executive vice president for sales and marketing.Next thing he knew, he was on the phone with Vicenteand the plant manager was furious. "Seor Moore, how dare you go over my head and say such things about me to my boss?" he sputtered, sounding both angry and slightly panicked. It seemed that Michael had forwarded Chucks e-mail to Hunter-Worths vice president of operations, who had sent it on to the Mexican subsidiarys president.That turn of events was unfortunate, but Chuck wasnt feeling all that apologetic. "You could have prevented all this if youd just answered the questions I e-mailed you last week," he pointed out. "I deserved more than a form letterand from your secretary, no less.""My secretary always answers my e-mails," replied Vicente. "She figures that if the problem is really urgent, you would pick up the phone and talk to me directly. Contrary to what you guys north of the border might think we do take deadlines seriously here. Theres only so much we can do with the supply problems were having, but I doubt youre interested in hearing about those." And Vicente hung up the phone without waiting for a response.Chuck was confused and disheartened. Things were only getting worse. 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That is, handle it in exponent format instead of scientific notation. For example, you can express the value, "10-5.15, as "10%-5.15)" or whatever format your calculator uses for general exponential expressions] 9 Consider a firm whose 1-year zero-coupon bonds currently yield 10.2%. The yield on 1-year zero-coupon Treasury bonds is 7.4%. Assume that when the firm defaults bondholders expect to recover $2.00 on the dollar with probability 3/8 and $10.00 on the dollar with probability 5/8? Assume periodicity of 1. What is this firms implied probability of default? two planets in circular orbit around a star have speeds of v and 2.5va) what is the ratio (second over first) of the orbital radii of the planets?b) what is the ratio (second over first) of their periods? A financial institution's electronic data is destroyed when computers are damaged in a fire. The fire is covered by insurance, and the insurer will pay to replace or restore the data. In this situation, under commercial building and personal property coverage, the maximum payable amount is A. $3,000 per occurrence B. $1,500 per occurrence C. $2,500 during a policy year D. $5,500 during a policy year Hypertonic hydration occurs when extracellular fluid is diluted with too much water and normal sodium. True False A skier starts from rest at the top of a hill that is inclined at 9.2 with respect to the horizontal. The hillside is 235 m long, and the coefficient of friction between snow and skis is 0.0750. At the bottom of the hill, the snow is level and the coefficient of friction is unchanged. How far does the skier glide along the horizontal portion of the snow before coming to rest? Question 3 of 25Which sentence corrects the vague pronoun in this passage?Aleks and Johann both played trumpet in their school band. Theycompeted for first chair. He usually beat him because he practicedmore. One day, Aleks forgot to practice, so he lost first chair to Johann.A. Aleks usually beat her because he practiced more.B. Aleks usually beat Johann because Aleks practiced more.C. He usually beat them because they practiced more.D. He usually beat him because they practiced more. 1. Please answer all parts of question one. a. What is the change in length of a 3.00-cm-long column of mercury if its temperature changes from 25.0C to 57.0C, assuming it is unconstrained lengthwise? (Use 60X 106/C as the coefficient of expansion of mercury. Be sure to include the correct sign with your answer.) b. How large an expansion gap should be left between steel railroad rails if they may reach a maximum temperature 38.5C greater than when they were laid? Their original length is 11.0 m. The coefficient of linear expansion for steel is 12106/C. River Rat Rafters sells virtual rafting trips. The firm has an offer from a hedge fund to buythe company. The board of directors need to know the value of common equity and haveasked for your opinion. The firm has $1,847,157 in preferred equity and the market valueof its outstanding debt equals $2,707,096. The WACC for this firm is estimated to be8.08%. Use the DCF valuation model with the expected FCFs shown below; year 1 representsone year from today and so on. The company expects to grow at a 3.6% rate after Year5. Rounding to the nearest penny, what is the value of common equity?Period Free CashFlowYear 1 $1,355,865Year 2 $1,034,136Year 3 $2,211,723Year 4 $2,704,212Year 5 $3,394,012 Suppose Intel's stock has an expected return of 28.0% and a volatility of 19.0%, while Coca-Cola's has an expected return of 9.0% and volatility of 12.0%. If these two stocks were perfectly negatively correlated (i.e., their correlation coefficient is -1),a. Calculate the portfolio weights that remove all risk. b. If there are no arbitrage opportunities, what is the risk-free rate of interest in this economy?a. Calculate the portfolio weights that remove all risk.The portfolio weight of Intel would be %. (Round to two decimal places.) A 100 meter long wire carrying a current of .4 amps into the board is at (-5,0) meters and another 100-m long wire carrying a current of .6 amps out of the board is at (+3,0) meters. a) Find the Magnetic Force between these charges. b) Where can a third wire be placed so that it experiences no force? Where can it be placed on the x-axis so it experiences a force of magnitude 5 uN (the wire has a current of .5 amps out of the board and is 100-m long)? c) What is the total force (magnitude and direction) on a 100-m long wire placed at (-2,4) meters which carries a current of .5 amps out of the board? What is the total magnetic field (magnitude and direction) at that location? How do lysosomes, peroxisomes, and endoplasmic reticulumcontribute to the function of the liver. Please do not post apicture of hand written notes as I find it hard to read. 300 wordsplease. 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