For what value(s) of x does f(x) have a local minimum? Enter a number, a list of numbers separated by commas, or NONE.

Answers

Answer 1

Answer: A differentiable function [tex]f(x)[/tex] has a local minimum at the point [tex]x_0[/tex] if two conditions are met: the value of its first derivative is equal to zero at that point and the value of its second derivative is negative at that point.

Step-by-step explanation: The procedure for finding the local minima of the function [tex]f(x)[/tex] is the following.

Step 1. Find the first derivative of the function [tex]f(x)[/tex], denoted by [tex]f'(x)[/tex] according to the rules of derivation.

Step 2. Find all [tex]x[/tex] such that [tex]f'(x)=0.[/tex] Denote these solutons by [tex]x_1, x_2\ldots[/tex].

Step 3. Find the second derivative of the function [tex]f(x)[/tex], denoted by [tex]f''(x)[/tex]. Evaluate this derivative at each point found in step 2. Only If, say [tex]f''(x_1)>0[/tex] then [tex]x_1[/tex] is the local minimum and the same goes for all other values of [tex]x[/tex] you found in step 2.

Answer 2

For what value(s) of x does f(x) have a local minimum?

Using the example below to explain

f(x) = x2 − 6x + 5.  

Answer:

The point x on the function f(x) is a local minimum if and only if the following conditions are satisfied

1. f'(x) = 0 (at that point df(x)/dx must be equal to zero)

2. f"(x)>0 (the second derivative of the function must be greater than zero, it must be positive)

Using the example below to explain

f(x) = x2 − 6x + 5.  

Since f'(x)= 0 and f"(x) greater than 0 (positive), then we can now confirm that the function f(x) has a local minimum at x = 3

Step-by-step explanation:

The point x on the function f(x) is a local minimum if and only if the following conditions are satisfied

1. f'(x) = 0 (at that point df(x)/dx must be equal to zero)

2. f"(x)>0 (the second derivative of the function must be greater than zero, it must be positive)

For the example above:

f(x) = x2 − 6x + 5

f'(x) = 2x - 6

Condition 1:

f'(x) = 0

So,

f'(x) = 2x - 6 = 0

Solving for x

2x - 6 = 0

2x = 6

x = 3

Therefore, at x = 3, f(x) has a critical point.

We need to determine whether it is a local minimum, local maximum or saddle point.

Condition 2:

f"(x) > 0

f"(x) = f'(f'(x)) = d/dx (2x - 6) = 2

So,

f"(x) = 2 >0

Note: in some cases we would need to substitute x into f"(x) to determine the value.

Since f'(x)= 0 and f"(x) greater than 0 (positive), then we can now confirm that the function f(x) has a local minimum at x = 3


Related Questions

I understand sum I just need more help

Answers

Answer:

Step-by-step explanation:

The Pythagorean theorem is expressed as

Hypotenuse² = opposite side² + adjacent side²

If the distances of the routes given are Pythagorean triples, then they obey the Pythagorean theorem hence, they would form a right angle triangle.

1) for the bus routes between stop A, B and C,

13² = 12² + 5²

169 = 144 + 25 = 169

A Pythagorean triple is formed hence, stop A, B and C form a right angle triangle.

2) for the bus routes between stop C, E and E,

22² = 14² + 18²

484 = 196 + 324 = 520

A Pythagorean triple is not formed hence, stop C, E and E do not form a right angle triangle.

3) 25² = 9² + HJ²

625 = 81 + HJ²

HJ² = 625 - 81 = 544

HJ = √544 = 23.32

4) EG² = 15² + 8²

EG² = 225 + 64

EG² = 289

EG = √289 = 17

Let a and b, respectively, be the absolute minimum and maximum values of the function f(x1,x2,...,xn)=x21+x22+...+x2n within the region x21+2x22+3x23+...+nx2n≤1. Let c be the absolute minimum value of f(x1,x2,...,xn) on just the boundary of the region.What is a + b + c ?

Answers

Answer: [tex]a+b+c=\frac{n+1}{n}.[/tex]

Step-by-step explanation: The function [tex]f(x_1,x_2,\ldots)=x_1^2+x_2^2+\ldots[/tex] is always positive except at the origin where it is equal to zero. This means that the absolute minumum of this function must be [tex]a=0[/tex]. Absolute maximum is when all of the variables are equal to zero except [tex]x_1[/tex] which is equal to 1 (f evaluated at this point is equal to 1 do b=1). The function itself is then equal to 1. This is because when [tex]f(\cdots)=x_1^2+x_2^2+\ldots\leq x_1^2+2x_2^2+3x_3^2+\ldots\leq1[/tex] so it is at most equal to 1 and this happens exactly at the point [tex](x_1,x_2,x_3,\ldots)=(1,0,0,\ldots).[/tex]

The absolute minimum at the boundary of this function happens when all the variables are equal to 0 except [tex]x_n=\frac{1}{\sqrt{n}}[/tex] and this minimum is equal to c=1/n. To see this notice that

[tex]nf=nx_1^2+nx_2^2+\cdots nx_n^2\geq x_1^2+2x_2^2+\cdots nx_n^2=1[/tex]

(the equality sign is because now we are on the boundary). We notice that nf is greater than or equal to 1 and the minimum of nf=1 (this implies the minimum for f to be 1/n) is attained exactly when [tex](x_1,x_2,\ldots,x_n)=(0,0,\ldots,\frac{1}{\sqrt{n}})[/tex].

So, finally, [tex]a+b+c=0+1+\frac{1}{n}=\frac{n+1}{n}.[/tex]

The negation of the statement "Kwame will take a job in industry or go to graduate school" using De Morgan's law is "Kwame will not take a job in industry or will not go to graduate school."

a. True
b. False

Answers

Answer:

b. False

Step-by-step explanation:

De Morgan's law states that considering two statements A and B;

                      not (A or B) = not A and not B; and                  

                       not (A and B) = not A or not B

In set theory;

                      [tex]\overline{A u B} = \overline{A} n \overline{B}\\\overline{A n B} = \overline{A} u \overline{B}[/tex]

Applying De Morgan's law to the question,

A = Kwame will take a job in industry

B = go to graduate school

  not (A or B) = Kwame will not take a job in industry and not go to graduate school

Also;  

  not (A and B) = Kwame will not take a job in industry or not go to graduate school

Now considering the question, answer provided "Kwame will not take a job in industry or will not go to graduate school." is FALSE

               

Jason has five coins in his pocket: a penny, a nickel, a dime, a quarter, and a half-dollar. How many different sums of money can be formed using exactly three of the coins?

Answers

Answer:  10

Step-by-step explanation:

Given : Jason has five coins in his pocket: a penny, a nickel, a dime, a quarter, and a half-dollar.

Since each coin has different value from others.

So the combination of any 3 coin will give a different amount.

We know that the combination of r things out of n things = [tex]^nC_r=\dfrac{n!}{r!(n-r)!}[/tex]

Therefore , the combination of 3 coins out of 5 = [tex]^5C_3=\dfrac{5!}{3!(5-3)!}=\dfrac{5\times4\times3!}{3!\times2!}=10[/tex]

Hence, the number of different sums of money can be formed using exactly three of the coins = 10

Let n be a positive integer. We sample n numbers a1, a2,..., an from the set {1,...,n} uniformly at random, with replacement. We say that picks i and j with i < j are a match if ai = aj.
What is the expected total number of matches?

Answers

There is a chance to get one or more number of number of matches.

What is Combination?

An arrangement of objects where the order in which the objects are selected does not matter.

Given,

Let n be a positive integer.

sample n numbers a1, a2,..., an from the set {1,...,n} uniformly at random, with replacement.

Where 1<j where ai = aj.

We need to find the expected total number of matches

expected total number of matches=Sum of sample/ Total number of samples

=1+2+3+4+...n/n

=n(n+1)/n

=n+1

Hence, there is a chance to get one or more number of number of matches.

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To determine the expected total number of matches when picking n numbers from the set {1,...,n} with replacement, we find that each pair of picks has a 1/n chance of a match. Multiplying this by the total number of distinct pairs gives us an expectation of (n-1)/2 matches.

To calculate the expected total number of matches when n numbers are sampled from the set {1,...,n} uniformly at random with replacement, we consider the probability of a match for each pair of picks (i,j) with i < j. Since each number has a 1/n chance of being picked, the probability that two picks are a match, P(match), is similarly 1/n. Assuming all pairs are independent, the expected number of matches for a specific pair is thus 1/n.

Because there are a total of n(n-1)/2 such pairs in our selection (since we can choose 2 out of n elements in a combinatorial fashion), the expected total number of matches E(total matches) is the sum of the expectations for all pairs. Therefore, E(total matches) = n(n-1)/2 * (1/n).

Upon simplifying the expression, we obtain E(total matches) = (n-1)/2. Thus, this is the expected total number of matches for the given scenario.

Jose is skiing on a circular ski trail that has a radius of 0.9 km. Jose starts at the 3-o'clock position and travels 2.65 km in the counter-clockwise direction. How many radians does Jose sweep out

Answers

Answer:

2.94 rads

Step-by-step explanation:

The number of radians that Jose sweeps out equals to the ratio of the chord length, which is the distance he travels in km, to the radius of the circular track, which is 0.9 km

= 2.65 / 0.9 = 2.94 rads

So Jose sweeps an angle of 2.94 radians

Final answer:

Using the formula for arc length in a circle, Jose sweeps out approximately 2.944 radians when he travels 2.65 km along a circular ski trail with a radius of 0.9 km.

Explanation:

The student is asking about how to convert a distance traveled along a circular path into radian measure. Specifically, Jose has skied 2.65 kilometers around a circular ski trail with a radius of 0.9 kilometers. To calculate the number of radians swept out by Jose, we can use the formula s = rθ, where s is the arc length (distance traveled), r is the radius, and θ is the angle in radians.

To find the angle θ, we rearrange the formula to θ = s / r. Using the given values, we get θ = 2.65 km / 0.9 km, which simplifies to approximately 2.944 radians.

So, Jose sweeps out roughly 2.944 radians on his ski trip along the circular trail.

All the female students who take part in our online class can be described as what (select the best response)?
A. A SampleB. A PortionC. A Level of MeasurementD. A PopulationE. Both a and d are correct

Answers

Answer: A . A Sample

Step-by-step explanation:

A population is the set of all possible observations in a data where as a sample is a subset of population that represents the entire population .

In online class , there should be male students too.

Thus , the population : All students who take part in our online class

So the data of all female students who take part in our online class is just a sample of the entire population.

∴ All female students who take part in our online class can be described as a sample.

Hence, the correct answer is A. A Sample .

An oil exploration company currently has two active projects, one in Asia and the other in Europe. Let A be the event that the Asian project is successful and B be the event that the European project is successful. Suppose that A and B are independent events with P(A) = 0.2 and P(B) = 0.5.


(a) If the Asian project is not successful, what is the probability that the European project is also not successful?

______



Explain your reasoning.
a. Since the events are independent, then A' and B' are independent, too.
b. Since the events are independent, then A' and B' are mutually exclusive.
c. Since the events are not independent, then A' and B' are mutually exclusive.
d. Since the events are independent, then A' and B' are not independent.


(b) What is the probability that at least one of the two projects will be successful?


(c) Given that at least one of the two projects is successful, what is the probability that only the Asian project is successful?

Answers

Answer:

a)

0.5

option A

b)

0.6

c)

0.1

Step-by-step explanation:

The event A and B are independent so

P(A∩B)=P(A)*P(B)

P(A∩B)=P(0.2)*P(0.5)=0.10

a)

We have to find P(B'|A')

P(B'|A')=P(B'∩A')/P(A')

P(A)=0.2

P(A')=Asian project is not successful=1-P(A)=1-0.2=0.8

P(B)=0.5

P(B')=Europe project is not successful=1-P(B)=1-0.5=0.5

P(B'∩A')=Europe and Asia both project are not successful=P(A')*P(B')=0.8*0.5=0.4

P(B'|A')=P(B'∩A')/P(A')=0.4/0.8=0.5

This can be done by another independence property for conditional probability

P(B|A)=P(B)

P(B'|A')=P(B')

P(B'|A')=0.5

b)

Probability of at least one of two  projects will be successful means that the probability of success of Asia project or probability of success of Europe project  or probability of success of Europe and Asian project which is P(AUB).

P(AUB)=P(A)+P(B)-P(A∩B)

P(AUB)=0.2+0.5-0.1

P(AUB)=0.6

c)

Probability of only Asian project is successful given that at least one of the two projects is successful means that probability of success of project Asia while the project Europe is not successful denoted as P((A∩B')/(A∪B))=?

P((A∩B')/(A∪B))=P((A∩B')∩(A∪B))/P(A∪B)

P((A∩B')∩(A∪B))=P(A∩B')*P(A∪B)

P(A∩B')=P(A)*P(B')=0.2*0.5=0.10

P((A∩B')∩(A∪B))=0.1*0.6=0.06

P((A∩B')/(A∪B))=0.06/0.6=0.1

Final answer:

The probability of European project being unsuccessful is 40%. The probability that at least one project will be successful is 60%. Given that at least one project is successful, the probability that only the Asian project is successful is approximately 16.7%.

Explanation:

The student is learning about independent and mutually exclusive events in probability.

The question involves calculating the probability of certain outcomes given two independent events, A and B, with known probabilities P(A) = 0.2 and P(B) = 0.5.

(a) Probability of Both Projects Being Unsuccessful

Since events A and B are independent, events A' (Asian project not successful) and B' (European project not successful) are also independent. Therefore, the correct reasoning is:

a. Since the events are independent, then A' and B' are independent, too.

The probability of both A' and B' occurring is P(A')P(B') = (1 - P(A))(1 - P(B)) = (1 - 0.2)(1 - 0.5) = 0.8  imes 0.5 = 0.4.

Thus, the probability that the European project is also not successful given the Asian project is not successful is 0.4 or 40%.

(b) Probability that At Least One Project Will Be Successful

To find the probability that at least one project will be successful, we need to calculate 1 - P(A' AND B').

This gives us 1 - P(A')P(B') = 1 - 0.4

= 0.6 or 60%.

(c) Probability that Only the Asian Project Is Successful Given At Least One Is Successful

First, we calculate the probability of only the Asian project being successful, which equals P(A)P(B') = 0.2 x 0.5 = 0.1 or 10%.

Next, we calculate the probability of at least one project being successful, which we found to be 60%.

Therefore, the conditional probability is P(A and not B) / P(at least one successful), which equals 0.1 / 0.6 ≈ 0.167 or 16.7%

Consider the first five steps of the derivation of The Quadratic function

Answers

Answer:

Step-by-step explanation:

pick like terms

x² +  b²/4a² = -c / a + b²/4a²

b²/4a² = (b/2a)²

x² + (b/2a)² = -c/a + (b/2a)²

(x + b/2a)² = -c/a + (b/2a)² =  -c / a + b²/4a² = (-4ac+ b²)/4a²

(x + b/2a)² =  (-4ac+ b²)/4a²

square root both sides

√{(x + b/2a)²} = √{(-4ac+ b²)/4a²}

x + b/2a = √(-4ac+ b²) / √(4a²) = √(-4ac+ b²) / 2a = √( b²-4ac) / 2a

x + b/2a  =  √( b²-4ac) / 2a

subtract b/2a from both sides

x + b/2a -b/2a  =  {√( b²-4ac) / 2a } -b/2a

x = -b/2a +   {√( b²-4ac) / 2a }

the l.c.m is the same

x = {-b±√( b²-4ac)}/2a

A quadratic equation is an equation of the sort; ax^2 + bx + c =0. It can be solved by the formula method.

What is a quadratic equation?

A quadratic equation is an equation of the sort; ax^2 + bx + c =0. One of the ways of solving a quadratic equation is the formula method which is being derived here.

From the step shown in the image in the question;

Collecting like terms;

x² +  b²/4a² = -c / a + b²/4a²

x² + (b/2a)² = -c/a + (b/2a)²

We can now write;

(x + b/2a)² = -c/a + (b/2a)²

Hence;

(x + b/2a)² =  (-4ac+ b²)/4a²

Taking the square root of both sides and solving for x

x =-b±√( b²-4ac)/2a

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Associations: Describe the relationship between the predictor and response variables in cach of the four scatterplots below. a) Describe plot (1) above: Negative, non-linear Positive, non-linear Negative, linear Positive, linear No association b) Describe plot (2) above: Negative, linear Positive, non-linear Positive, linear O No association Negative, non-linear c) Describe plot (3) above: Positive, non-linear Negative, lincar Negative, non-linear Positive, linear No association d) Describe plot (4) above: Negative, non-linear Positive, non-linear No association Positive, linear Negative, linear

Answers

Answer:

Step-by-step explanation:

Final answer:

The relationship between predictor and response variables in scatterplots can be analyzed in terms of direction (positive or negative), form (linear or non-linear), and strength. Each plot is described based on this analysis.

Explanation:

To determine the relationship between the predictor and response variables in each of the provided scatterplots, we need to analyze the form, direction, and strength of the scatterplots.

For plot (1), if the points are following a downward path but not a straight line, we would classify this as Negative, non-linear.

For plot (2), if the points are following an upward path but not a straight line, we would classify this as Positive, non-linear.

For plot (3), if the points are increasing in a straight line, we would classify this as Positive, linear.

For plot (4), if the points are decreasing in a straight line, we would classify this as Negative, linear. However, if the points seem to be randomly scattered with no discernible pattern, then we would classify this as No association.

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Researchers wanted to determine if there was an association between the level of satisfaction of an individual and their risk of diabetes. The researchers studied 1621 people over the course of 5 years. During this 5​-year ​period, they interviewed the individuals and asked questions about their daily lives and the hassles they face. In​ addition, hypothetical scenarios were presented to determine how each individual would handle the situation. These interviews were videotaped and studied to assess the emotions of the individuals. The researchers also determined which individuals in the study experienced any type of diabetes over the 5​-year period. After their​ analysis, the researchers concluded that the satisfied individuals were less likely to experience diabetes.
Complete parts​ (a) through​ (c).
(a) What type of observational study was this? Explain.
(b) What is the response variable? What is the explanatory variable?
(c) In the report, the researchers stated that "the research team also hasn't ruled out that a common factor like genetics could be causing both the emotions and the lung cancer."
Explain what this sentence means. Choose the correct answer below.

A. The researchers may be concerned with confounding that occurs when the effects of two or more explanatory variables are not separated or when there are some explanatory variables that were not considered in a study, but that affect the value of the response variable
B. The researchers thought that genetics had greater influence than level of happiness.
C. It is not important to adjust for explanatory variables.

Answers

Answer:

Step-by-step explanation:

Hello!

To see if there is an association between the variables:

"Level of satisfaction of an individual"

"Risk of diabetes of an individual"

The researchers studied 1621 people over 5 years.

Observations recorded:

Interviews of daily lives and hassles and hypothetical situations that were studied to assess their emotions.

Determination, if in the course of these 5 years the individuals experienced any type of diabetes.

Conclusion "Satisfied individuals are less likely to have diabetes"

a) This is a prospective cohort study.

In this type of study, a group of individuals that share the same characteristics is observed over some time, recording the events of interest.

b) Considering that the experiment concluded that "satisfaction" reduces the "risk of diabetes", we can determine that the response variable is "Risk of diabetes of an individual" and the explanatory variable is "Level of satisfaction of an individual".

Remember, the explanatory variable is the one considered to have a direct effect over the response variable.

c) "the research team also hasn't ruled out that a common factor like genetics could be causing both the emotions and the lung cancer."

There is a new variable that may affect the experiment. Be "genetic factor" the new variable and it affects directly "emotions and lung cancer", we can say that if some of those individuals are genetically predisposed to have lung cancer, this affects their emotions (satisfaction) and therefore, modifying their risk of having diabetes.

If this is so, then the genetic factor could be a lurking variable affecting directly the result of the observational experiment. Then the correct answer is:

A. The researchers may be concerned with confounding that occurs when the effects of two or more explanatory variables are not separated or when some explanatory variables were not considered in a study, but that affects the value of the response variable.

I hope it helps!

Final answer:

This response explains the type of observational study conducted, identifies the response and explanatory variables, and clarifies the researchers' concern about confounding due to genetics.

Explanation:

(a) Type of observational study: This study is an observational study because the researchers are observing and analyzing individuals to determine a relationship between satisfaction levels and the risk of diabetes without intervening or manipulating variables.

(b) Response and explanatory variables: The response variable in this study is the occurrence of diabetes, while the explanatory variable is the level of satisfaction of the individuals.

(c) Explanation of sentence: The sentence suggests that a common factor like genetics could be influencing both the emotions and the risk of diabetes, indicating that the researchers are considering the possibility of confounding where unaccounted variables may affect the relationship observed.The statement indicates concern about confounding variables, where genetics might influence both satisfaction and diabetes risk, suggesting they have not separated the effects of these intertwined factors fully. (Option A)

Evaluate the double integral ∬R(2x−y)dA, where R is the region in the first quadrant enclosed by the circle x^2+y^ 2= 4 and the lines x = 0 and y = x, by changing to polar coordinates.

Answers

The result of evaluating the double integral is [tex]\int\int R(2x-y) dA = \frac{4(4 - 3\sqrt 2)}{3}[/tex]

How to evaluate the double integral?

The given parameters are:

[tex]\int\int R(2x-y) dA[/tex]

x^2 + y^2 = 4

Lines x = 0 and y = x

By polar coordinates, we have:

x = rcost and y = rsint

dA = rdrdt

Substitute x = rcost and y = rsint in 2x - y

2x - y = 2rcost - rsint

So, the integral becomes

[tex]\int\int R(2x-y) dA = \int\limits^a_b \int\limits^a_b ( 2r\cos (t) - r \sin(t) )\ rdrdt[/tex]

The lines x = 0 and y = x imply that the integral varies from 0 to 2 and π/2 to π/4.

So, we have:

[tex]\int\int R(2x-y) dA = \int\limits^{\pi/4}_{\pi/2} \int\limits^2_0 ( 2r\cos (t) - r \sin(t) )\ rdrdt[/tex]

Rewrite as:

[tex]\int\int R(2x-y) dA = \int\limits^{\pi/4}_{\pi/2} \int\limits^2_0 ( 2\cos (t) - \sin(t) )\ r^2drdt[/tex]

Split the integral

[tex]\int\int R(2x-y) dA = \int\limits^{\pi/4}_{\pi/2} ( 2\cos (t) - \sin(t) ) dt \int\limits^2_0 r^2dr[/tex]

Integrate

[tex]\int\int R(2x-y) dA = [2\sin (t) - \cos(t)]\limits^{\pi/4}_{\pi/2} * [\frac{r^3}{3}]\limits^2_0[/tex]

Expand

[tex]\int\int R(2x-y) dA = [2\sin (\pi/2) + \cos(\pi/2) - 2\sin (\pi/4) - \cos(\pi/4)] * [\frac{2^3 - 0^3}{3}][/tex]

Simplify the above expression

[tex]\int\int R(2x-y) dA = [2*1 + 0 - \sqrt 2 - \frac{\sqrt 2}{2}] * [\frac{8}{3}][/tex]

[tex]\int\int R(2x-y) dA = [\frac{4 - 3\sqrt 2}{2}] * [\frac{8}{3}][/tex]

Evaluate the product

[tex]\int\int R(2x-y) dA = \frac{4(4 - 3\sqrt 2)}{3}[/tex]

Hence, the result of evaluating the double integral is [tex]\int\int R(2x-y) dA = \frac{4(4 - 3\sqrt 2)}{3}[/tex]

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Final answer:

To evaluate the given double integral in polar coordinates, we first express the given region in terms of polar coordinates. Then, we rewrite the double integral using the polar coordinate expressions and find the limits of integration. Finally, we evaluate the integral using the given limits.

Explanation:

To evaluate the double integral ∫∫R(2x−y)dA in polar coordinates, we first need to express the given region R in terms of polar coordinates. The region R is enclosed by the curve x^2+y^2=4, the line x=0, and the line y=x. In polar coordinates, the curve x^2+y^2=4 becomes r^2=4, or r=2. The line x=0 becomes θ=90°, and the line y=x becomes θ=45°. So, the region R is bounded by θ=0° to θ=45° and r=0 to r=2.

Next, we need to express the differential area element dA in polar coordinates. In Cartesian coordinates, dA represents the area element dx dy. In polar coordinates, dA can be expressed as dA=r dr dθ.

Now, we can rewrite the given double integral as ∫∫R(2x−y)dA = ∫∫R(2rcos(θ)−rsin(θ))r dr dθ. Substituting the limits of integration, we have the final form of the double integral as:

∫[0 to 45°] ∫[0 to 2] (2r2cos(θ)−r2sin(θ)) r dr dθ.

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The mean hourly income of midwives in NJ is $55 with standard deviation of $15. Given that the distribution is normal, what percentage of NJ midwives earn more than $60 per hour?

A.10%
B.25%
C.70%
D.none of the above

Answers

Answer: D. none of the above

Step-by-step explanation:

Let x = a random variable that denotes the hourly income of midwives.

As per given , we have

[tex]\mu=\$55[/tex]

[tex]\sigma=\$15[/tex]

Also, the distribution is normal.

Then, the probability that NJ midwives earn more than $60 per hour will be :_

[tex]P(x>60)=1-P(x<60)=1-P(\dfrac{x-\mu}{\sigma}<\dfrac{60-55}{15})\\\\=1-P(z<0.33)\ \ [\because\ z=\dfrac{x-\mu}{\sigma}]\\\\=1-0.6293\ \ [\text{By z-table}]\\\\ =0.3707=37.07\% [/tex]

Hence, the percentage of NJ midwives earn more than $60 per hour is  approximately 37.07%.

Since , 37.07% is not given in any option.

So the correct answer to this question is "D.none of the above"

A tournament is being run between two teams, A and B. This is a 2- tournament meaning that the first team to win 2 games is the tournament winner (sometimes called a best-two-out-of-three tournament). For the first game, the probability of A winning is PA wins]-1/3. For all ensuing games the probability that team A wins is PA wins- 1/3 unless team A lost on the previous round in which case PA wins-3/5.

a: What is the probability that the tournament requires the full three games to decide a winner?
b: The tournament concludes after two games. What is the probability that A won?

Answers

Answer:

Step-by-step explanation:

For first game PA = 1/3

For second game PA = 1/3 ( If A is not lost in first game )

 = 2/5 (If A is lost in first game )

For conclusion of game in three matches :

If A wins , the probability is

PA , PB , PA  = 1/3 X 2/3 X 3/5 = 6/45

PB , PA , PA = 2/3 X 3/5 X 1/3 = 6/45

If B wins

PA, PB, PB = 1/3 X 2/3 X 2/5 =  4/ 45

PB, PA , PB = 2/3 X 3/5 X 2/3 = 4 / 15

Total probability of conclusion of game in 3 matches

= 6/45 +6/45 + 4/45 +4/15 = 28/45

b )

For the game concluding in 2 matches , the probability are as follows

PA,PA = 1/3 X 1/3 = 1/9

PBPB = 2/3 X 2/5 = 4 / 15

Total probability

= 1/9 + 4/15 = 17/45

So PA = 1/9 / 17/45

= 5/17

Casey needed to move 23 huge boxes from his truck to the loading dock. His forklift could only hold three boxes at once. How many times did Casey have to visit the loading dock?

Answers

Casey visited that loading dock 8 times.

Determination of the number of times the forklift visited the loading dock

In order to determine the number of times the forklift visited the loading dock, divide the total number of boxes by the total number of boxes the forklift can carry at once.

Number of visits = 23 / 3 = 7 2/3 = 8 times

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Final answer:

Casey had to visit the loading dock 8 times in total to move all 23 boxes, given that his forklift can carry 3 boxes per trip.

Explanation:

To calculate how many times Casey had to visit the loading dock to move 23 huge boxes with his forklift, which can only hold three boxes at once, we use division.

We divide the total number of boxes by the number of boxes the forklift can carry per trip. Since 23 divided by 3 gives us 7 with a remainder of 2, it means Casey made 7 full trips carrying 3 boxes each and one additional trip to carry the remaining 2 boxes.

Therefore, Casey had to visit the loading dock 8 times in total.

60 randomly selected students were asked how many siblings were in their family. Let X = the number of pairs of siblings in the student's family.
The results are as follows:

Siblings Frequency
1 13
2 22
3 15
4 6
5 3
6 0
7 1

Round your answers to two decimal places.
1. The mean is ___.
2. The median is ___.
3. The sample standard deviation is ___.
4. The first quartile is ___.
5. The third quartile is ___.

Answers

Final answer:

In this data set, the mean number of sibling pairs is 2.38, the median is 2, and the first and third quartiles are 2 and 3, respectively. The sample standard deviation would require a more complex calculation involving the mean and variance.

Explanation:

To calculate the relevant statistics for this data set, we need to use the formulas associated with each statistic.

1. The mean is the average number of sibling pairs in these families, calculated as the sum of all responses divided by the total number of responses. In this case, the mean is (1*13 + 2*22 + 3*15 + 4*6 + 5*3 + 7*1) / 60 = 2.38.

2. The median is the middle value in the ordered data set. Here, since we have 60 responses, the median is the average of the 30th and 31st values, which both fall within the '2 siblings' category. So, the median is 2.

3. To calculate the sample standard deviation, we first find the variance (the average of the squared differences from the mean). Then standard deviation is the square root of the variance. The exact calculation is quite lengthy, so you might want to use a statistical calculator for this.

4. The first quartile (Q1) is the value that separates the first 25% of the data. Because 25% of 60 equals 15, Q1 is also 2.

5. The third quartile (Q3) is the value that separates the first 75% of the data. Since 75% of 60 is 45, Q3 falls within the '3 siblings' category, so Q3 is 3.

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4. Show that B = {(1, 1, 1),(1, 1, 0),(0, 1, 1)} is a basis for R3 . Find the coordinate vector of (1, 2, 3) relative to the basis B.

Answers

Answer:

Step-by-step explanation:

consider B in matrix form

We have

[tex]\left[\begin{array}{ccc}1&1&1\\1&1&0\\0&1&1\end{array}\right][/tex]

Reduce this to row echelon form

by R1= R1-R3

we get

[tex]\left[\begin{array}{ccc}1&0&0\\1&1&0\\0&1&1\end{array}\right][/tex]

Now R2-R1 gives Identity matrix in row echelon form.  So rank =3 hence this is a basis for R cube

to find (1,2,3) as linear combination of B

Let a, b, and c be the scalars such that

a(1,1,1)+b(1,1,0)+c(0,1,1) = (1,2,3)

Equate corresponding terms as

a+b= 1:   a+b+c =2:  a+c =3

Solving b = -1, c = 1 and a = 2

(1,2,3) = 2(1,1,1)-1(1,1,0)+1(0,1,1)

Cameras are set up to watch an intersection and determine how many cars are let through with each green light interval. This study design would be considered:

Answers

Answer Choices:

SimulationSurveyObservationalExperimental

Answer:

Observational

The study design of using cameras to monitor an intersection and count cars during green light intervals is considered an "C. Observational" study, as it involves systematic data collection without experimental manipulation.

The study design described, where cameras are set up to watch an intersection and determine how many cars are allowed through with each green light interval, would be considered an example of a "C. Observational" study design.

Observational studies involve the systematic collection and analysis of data without manipulating any variables. In this case, researchers are merely observing and recording the number of cars passing through the intersection when the traffic light is green. They are not actively intervening, controlling variables, or conducting experiments. Instead, they are passively gathering information from the real-world scenario without any interference.

This type of observational study can provide valuable insights into traffic patterns, efficiency, and safety at the intersection without introducing external biases that might occur in experimental designs. It allows researchers to collect data in a naturalistic setting, making it suitable for studying real-world phenomena where experimentation might be impractical or unethical, such as traffic flow analysis.

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Que. Cameras are set up to watch an intersection and determine how many cars are let through with each green light interval. This study design would be considered:

A. Simulation

B. Survey

C. Observational

D. Experimental

The sampling examples below use either the stratified or the cluster method of sampling. Select the examples that use the stratified method. A city council wants to know if elementary students in its city are meeting national standards. Eight schools are selected from the city's 30 total elementary schools, and the test scores of all students in the selected schools are evaluated. □ A landlord wants to know the average income of his tenants. He selects three of his eight apartment complexes and collects income information from several randomly chosen tenants within the selected complexes. A questionnaire is created to gauge studert opinion on a new university cafeteria. A sample of 40 eshmen. 50 sophomores, 60 juniors, and 50 seniors is selected to fill out the questionnaire. A health agency needs to assess the performance of hospitals in a region but does not have the resources to evaluate each hospital. To reduce costs, the agency selects 5 of the 23 hospitals in the region and samples data related to performance from randomly chosen days and times. □ A potato field is believed to be infected with a plant disease. The field is divided into 10 equal areas, and 25 potatoes are selected from each area to be tested for the disease.

Answers

Answer: The examples that use the stratified method are: (1).  A questionnaire is created to gauge student opinion on a new university cafeteria. A sample of 40 eshmen, 50 sophomores, 60 juniors, and 50 seniors is selected to fill out the questionnaire. (2). A potato field is believed to be infected with a plant disease. The field is divided into 10 equal areas, and 25 potatoes are selected from each area to be tested for the disease.

Step-by-step explanation: Stratified sampling technique is a type of sampling where the population under study has a number of distinct categories or sub-groups in which it is divided into. These categories or sub-groups are called strata and are defined by certain characteristics related to the variable or particular finding under interest. The sampling frame can be organized into separate mutually exclusive strata and then each ‘stratum’ is being sampled as an independent sub-population out of which individual elements can be randomly selected. In this case, each unit in a stratum, that is, each element in a group has a chance of being selected. With stratified sampling, the best result occurs when elements within strata are internally homogenous.

"A researcher wants to determine if consuming oatmeal regularly reduces the level of bad cholesterol. She finds 120 adults over the age of 40 who regularly consume oatmeal in their daily diets, and she matches each one with a similar adult who does not regularly eat oatmeal as part of their daily diet. She measures the levels of bad cholesterol for each adult for 6 months and compares the results" what type of study is this?

Answers

Answer:

An experimental research and particularly a quasi experimental study.

Step-by-step explanation:

An experimental research is one where the investigator study the effects from random samples he got and tested. the investigator manipulates parameters to considers some underlying factors in order to arrive at a conclusion. it is usually used to investigate relationships between variable and make comparison. In this case the investigator is conducting a research on how the consumption of oatmeal in adults reduces the level of bad cholesterol,  he measures and study the level of bad cholesterol for 6months and then compare their results.

for example, I can conduct an extensive experimental study on the long term effects of exhaust fumes on the passengers (particularly adults between the ages of 25-50) of public transport in Nigeria. this will be studied and their effects will be compared and a conclusion will be reached on the exposure and the non exposure as the case maybe. most underlying conditions of experimental study are under the direct control of the researcher of the investigator. there are three different types of experimental research ; Pre-experimental study, quasi-experimental study and true-experimental study.

The research being described is a cohort study, which follows two groups of people over time to measure the impact of their diet on cholesterol levels.

The study described in the question is a cohort study. In this type of study, a researcher follows a group over time to measure factors like diet and health outcomes. This particular study is comparing two cohorts: adults over the age of 40 who consume oatmeal regularly and those who do not, monitoring their levels of bad cholesterol over six months. While some other study designs, such as cross-sectional studies or observational studies, might look at data from different populations at a single point in time or look for correlations without affecting the participants' behavior, cohort studies are specifically designed to follow a group over time to see how specified factors affect their health.

Find an explicit solution of the given initial-value problem. (1 + x4) dy + x(1 + 4y2) dx = 0, y(1) = 0

Answers

The explicit solution to the initial-value problem is y = (-5x^2 + 2x^5 + 4x^2y^2 - 9)/(10(1 + 4y^2)).

To solve the given initial-value problem (1 + x^4)dy + x(1 + 4y^2)dx = 0, with y(1) = 0, the method of separation of variables is applied. Rearrange terms to isolate y and x:

(1 + x^4)dy = -x(1 + 4y^2)dx

Now, integrate both sides:

∫(1 + x^4)dy = -∫x(1 + 4y^2)dx

Integrating, we get:

y + (x^5)/5 = -(x^2)/2 - 2x^2y^2/2 + C

Solve for C using the initial condition y(1) = 0:

0 + 1/5 = -1/2 - 4/2 + C

C = 9/10

Substitute C back into the equation:

y + (x^5)/5 = -(x^2)/2 - 2x^2y^2/2 + 9/10

Now, simplify and solve for y:

y = (-5x^2 + 2x^5 + 4x^2y^2 - 9)/(10(1 + 4y^2))

This is the explicit solution to the initial-value problem. It is essential to note that the obtained solution is implicit and may not have a simple form due to the nature of the given differential equation.

At a certain car dealership, 20% of customers who bought a new vehicle bought an SUV, and 3% of them bought a black SUV (that is 3% of customers bought a vehicle that was an SUV and in black color). Given that a customer bought an SUV, what is the probability that it was black?

Answers

Answer:  0.15

Step-by-step explanation:

As per given , the probability that customers who bought a new vehicle bought an SUV : P(SUV) = 0.20

The probability that customer bought a vehicle that was an SUV and in black color : P(SUV and black)  =0.03

Now by suing conditional probability formula,

If we have given that a customer bought an SUV, then the probability that it was black will be :

[tex]\text{P(Black}|\text{SUV})=\dfrac{\text{P(SUV and Black)}}{\text{P(SUV)}}[/tex]

[tex]=\dfrac{0.03}{0.20}=\dfrac{3}{20}=0.15[/tex]

Hence, the required probability is 0.15.

The probability that a customer who bought an SUV also bought a black SUV is 0.006, or 0.6% (expressed as a percentage).

To find the probability that a customer who bought an SUV also bought a black SUV, you can use conditional probability.

Let's define the following events:

A: A customer bought an SUV.

B: A customer bought a black SUV.

You are given that P(B|A) is the probability that a customer who bought an SUV also bought a black SUV, which is 3% or 0.03.

You want to find P(B|A), the probability that a customer who bought an SUV also bought a black SUV. You can use the following formula for conditional probability:

P(B|A) = (P(A and B)) / P(A)

Here, P(A and B) is the probability that a customer bought both an SUV and a black SUV, and P(A) is the probability that a customer bought an SUV.

You know that P(B|A) = 0.03 and P(A) = 0.20.

Now, you need to find P(A and B), the probability that a customer bought both an SUV and a black SUV. You can rearrange the formula:

P(A and B) = P(B|A) * P(A)

P(A and B) = 0.03 * 0.20

P(A and B) = 0.006

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Exercise 2.26. Suppose events A,B,C,D are mutually independent. Show that events AB and CD are independent. Justify each step from the definition of mutual independence.

Answers

Final answer:

To show AB and CD are independent events, we used the fact that A, B, C, and D are mutually independent. The calculations show that P(AB AND CD) equals P(AB)P(CD), satisfying the condition for independence of events AB and CD.

Explanation:

To demonstrate that events AB and CD are independent, we need to use the definition of mutual independence. By this definition, being mutually independent, events A, B, C, and D satisfy the condition that for any two distinct events, say A and B, P(A AND B) = P(A)P(B). Similarly, this extends to any three events and all four events together, giving us P(A AND B AND C) = P(A)P(B)P(C), and P(A AND B AND C AND D) = P(A)P(B)P(C)P(D).



Sine AB and CD are composed of mutually independent events, we can deduce the following:


 
 



Now, to show that AB and CD are independent, we need to verify if P(AB AND CD) = P(AB)P(CD).



Because A, B, C, and D are mutually independent, we can expand P(AB AND CD) as:


 



And since we already know the individual probabilities of AB and CD as shown above, we then have:


 



Observing that both P(AB AND CD) and P(AB)P(CD) result in the same product P(A)P(B)P(C)P(D), we conclude that AB and CD are indeed independent events.

The acceleration due to air resistanceacceleration due to air resistance of a particle movingof a particle moving along a straight linealong a straight line at time t is proportional to the secondsecond power of its velocity vvelocity v. The differentialâ equation, with proportionality constantâ k, is_______.

Answers

Answer:

[tex]a'(t) = 2k*v'(t)*v(t)[/tex]

Step-by-step explanation:

According to the data provided, the acceleration can be modeled by the following equation:

[tex]a(t) = kv(t)^2[/tex]

Where a(t) is the acceleration as a function of time, and v(t) is the velocity ad a function of time.

Applying the chain rule, the differential equation, with proportionality constant k, is:

[tex]\frac{d(a(t))}{dt}=\frac{d(kv(t)*v(t))}{dt} \\a'(t) = k*(v(t)*v'(t)+v'(t)*v(t))\\a'(t) = 2k*v'(t)*v(t)[/tex]

We expect a car’s highway gas mileage to be related to its city gas mileage (in mpg). Data for all 1209 1209 vehicles in the government’s 2016 Fuel Economy Guide give the regression line highway mpg = 7.903 + ( 0.993 × city mpg )
(a) What is the slope of this line? (Enter your answer rounded to three decimal places.)

slope:

What does the numerical value of the slope tell you?

Answers

Final answer:

The slope of the line is 0.993. A positive slope indicates a positive linear relationship between city mpg and highway mpg.

Explanation:Slope of the line:

The slope of a regression line represents the change in the dependent variable (in this case, highway mpg) for a one-unit increase in the independent variable (city mpg).

In this equation, the slope is given by 0.993. This means that for every one-unit increase in city mpg, the highway mpg is expected to increase by 0.993 units.

Numerical value of the slope:

The positive numerical value of the slope indicates that there is a positive linear relationship between city mpg and highway mpg. This means that as the city mpg increases, the highway mpg also tends to increase.

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Final answer:

The slope of the given regression line is 0.993. The slope of a line in a linear regression equation represents the rate of change. This means that for every one-unit increase in city gas mileage, the highway gas mileage increases by about 0.993 units, on average.

Explanation:

The slope of the given regression line is 0.993 The slope of a line in a linear regression equation represents the rate of change. With respect to this specific question, the slope of 0.993 represents that for each increase of 1 mile per gallon (mpg) in city gas mileage, we expect the highway gas mileage to increase by 0.993 mpg on average.

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Two random samples, A and B, were selected from the same population to estimate the population mean. For each sample, the mean, standard deviation, and margin of error for a 95 percent confidence interval for the population mean are shown in the table. Mean Standard Deviation Margin of Error Sample A 45 6.45 1.02Sample B 43 7.84 0.72Which of the following could explain why the margin of error of sample A is greater than the margin of error sample B? (A) The sample size of A is greater than the sample size of B. (B) The sample size of A is less than the sample size of B. (C) The sample size of A is equal to the sample size of B. (D) The mean of sample A is greater than the mean of sample B. (E) The standard deviation of sample A is less than the standard deviation of sample B.

Answers

Answer:

[tex] n_A = \frac{6.45^2}{(\frac{1.02}{1.96})^2}=153.61 \approx 154[/tex]

[tex] n_B = \frac{7.84^2}{(\frac{0.72}{1.96})^2}=455.49 \approx 456[/tex]

For this case as we can see we have a larger sample size for sample B, so then the best option for this case would be:

(B) The sample size of A is less than the sample size of B.

Step-by-step explanation:

For this case we have the following data given:

[tex] \bar X_A= 45[/tex] represent the sample mean for A

[tex] s_A= 6.45[/tex] represent the sample deviation for A

[tex] ME_A = 1.02[/tex] represent the margin of error for A

[tex] \bar X_B= 43[/tex] represent the sample mean for B

[tex] s_B= 7.84[/tex] represent the sample deviation for B

[tex] ME_B= 0.72[/tex] represent the margin of error for B

And for this case we are assuming that we have the same confidence level of 95%

For this case we an use the fact that the sample deviation is an unbiased estimator for the population deviation [tex]\hat \sigma = \hat s[/tex] and we can use the following formula for the margin of error of the sample mean the following formula:

[tex] ME= z_{\alpha/2} \frac{\hat s}{\sqrt{n}}[/tex]

For this case the value of the significance is given by [tex] \alpha =1-0.95 =0.05[/tex] and the value for [tex]\alpha/2 =0.025[/tex] , so then the value for [tex] z_{\alpha/2}[/tex] represent a quantile of the normal standard distribution that accumulates 0.025 of the area on each tail of the normal standard distribution and for this case is [tex] z_{\alpha/2}=\pm 1.96[/tex].

So then since we have the value for z if we solve for n from the margin of error formula we got:

[tex] n = \frac{\hat s^2}{(\frac{ME}{z})^2}[/tex]

And for the case A we can find the sample size and we got:

[tex] n_A = \frac{6.45^2}{(\frac{1.02}{1.96})^2}=153.61 \approx 154[/tex]

And for the case B we can find the sample size and we got:

[tex] n_B = \frac{7.84^2}{(\frac{0.72}{1.96})^2}=455.49 \approx 456[/tex]

For this case as we can see we have a larger sample size for sample B, so then the best option for this case would be:

(B) The sample size of A is less than the sample size of B.

The sample size of B is larger than the sample size of A and this can be determined by using the formula of margin of error.

Given :

Two random samples, A and B, were selected from the same population to estimate the population mean. 95 percent confidence interval.The sample mean for A = 45The sample deviation for A = 6.45The margin of error for A = 1.02The sample mean for B = 43The sample deviation for B = 7.84The margin of error for B = 0.72

To determine the sample size for both cases A and B, the formula of Margin of Error can be used:

[tex]\rm ME =z_{\frac{\alpha }{2}} \dfrac{\hat{s}}{\sqrt{n} }[/tex]

[tex]\rm n =\left(\dfrac{\hat{s}}{\dfrac{ME}{z}}\right)^2[/tex]

Now, for case A:

[tex]\rm n_A =\left(\dfrac{6.45}{\dfrac{1.02}{1.96}}\right)^2[/tex]

[tex]\rm n_A\approx 154[/tex]

Now, for case B:

[tex]\rm n_B =\left(\dfrac{7.84}{\dfrac{0.72}{1.96}}\right)^2[/tex]

[tex]\rm n_B \approx 456[/tex]

So, the sample size of B is larger than the sample size of A.

Therefore, the correct option is B) The sample size of A is less than the sample size of B.

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liquid product with 10% product solids is blended withsugar before being concentrated (removal of water) to obtaina final product with 15% product solids and 15% sugarsolids. Determine the quantity of final product obtainedfrom 200 kg of liquid product. How much sugar is required?Compute mass of water removed during con

Answers

Answer:

mass of the water removed =  66.67 kg

Step-by-step explanation:

given data

solids is blended with sugar = 10%

obtain  final product = 15% product

obtain  final product = 15% sugar solids

The initial product is = 200 kg

solution

we get here amount of sugar required that is

amount of sugar required = 200 × [tex]\frac{10}{100}[/tex]

amount of sugar required =  20 kg

and we know total solid  = product solids +  sugar solids    ...............1

and

initial product =  final product    

so

0.20 ×  200kg= 0.30 ×  mass of the final product

mass of final product = 133.33 kg

but here

final product = 15% product solids and 15% sugar solids

so that amount of product solid = sugar solid

so

mass of the water removed = 200 kg - 133.33 kg

mass of the water removed =  66.67 kg

Final answer:

The quantity of final product obtained from 200 kg of liquid product is 20 kg. No sugar is required, and the mass of water removed during concentration is 180 kg.

Explanation:

Let's break down the problem step-by-step:

The liquid product initially contains 10% product solids. So, the quantity of product solids in 200 kg of liquid is 0.10 * 200 kg = 20 kg.The final product has 15% product solids. Let's assume the quantity of final product obtained is 'x' kg. So, the quantity of product solids in the final product is 0.15 * 'x' kg = 0.15x kg.Since the sugar solids are also 15% in the final product, the quantity of sugar solids in the final product is also 0.15x kg.According to the problem, the quantity of product solids in the final product is the sum of the quantity of product solids in the liquid product and the quantity of sugar solids in the final product. So, we can write the equation: 20 kg + 0.15x kg = 0.15x kg. Solving for 'x', we find that x = 20 kg.The quantity of sugar required can be calculated by subtracting the quantity of product solids (20 kg) from the quantity of final product obtained (20 kg). So, the quantity of sugar required is 0 kg.To calculate the mass of water removed during concentration, we need to find the difference in mass between the liquid product (200 kg) and the final product (20 kg). So, the mass of water removed during concentration is 200 kg - 20 kg = 180 kg.

Therefore, the quantity of final product obtained from 200 kg of liquid product is 20 kg. No sugar is required, and the mass of water removed during concentration is 180 kg.

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The ordered array below represents the number of cargo manifests approved by customs inspectors of the Port of New York in a sample of 35 days: 16, 17, 18, 18, 19, 20, 20, 21, 21, 21, 22, 22, 22, 22, 23, 23, 23, 23, 24, 24, 24, 25, 25, 26, 26, 26, 27, 28, 28, 29, 29, 31, 31, 32, 32 Note: For this sample, the sum of the values is 838, and the sum of the squared differences between each value and the mean is 619.89. Referring to Scenario 3-4, the third quartile of the customs data is

Answers

Final answer:

The third quartile (Q3) of the customs data set is the 27th value in the ordered set, which is 28.

Explanation:

The third quartile (Q3), also known as the upper quartile, is typically the 75th percentile of a data set. This means it splits off the highest 25% of data from the rest. In this data set with 35 values, we would find the position of the third quartile using the formula (3*(N+1))/4, where N represents the number of data points. Here, it would be (3*(35+1))/4 = 27. So, we look to the 27th value in the ordered data set, which is 28. Therefore, the third quartile of the customs data is 28.

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.Using the laws of logic to prove tautologies. Use the laws of propositional logic to prove that each statement is a tautology. (a) (p ∧ q) → (p ∨ r) (b) p → (r → p)

Answers

Answer:

See explanation below.

Explanation:

If the statement is a tautology is true for all the possible combinations and we can check this with the table of truth for the statements

Part a

[tex] (p \land q) \Rightarrow (p \lor r)[/tex] lets call this condition (1)

[tex] (p \land q)[/tex] condition (2) and [tex](p \lor r)[/tex]  condition (3)

We can create a table like this one:

p       q     r      (2)       (3)     (1)  

T       T     T      T        T       T

T       T     F      T        T       T        

T       F     T      F        T       T

T       F     F      F        T       T

F       T     T      F        T       T

F       T     F      F        F       T

F       F     T      F        T       T

F       F     F      F        F       T

So as we can see we have a tautology since for all the possibilites we got true the final result.

Part b

[tex] p \Rightarrow (r \Rightarrow p)[/tex] let's call this condition (1)

And let [tex] (r \Rightarrow p)[/tex] condition (2)

We can create the following table:

p     r       (2)     (1)

T     T       T       T

T     F       T       T

F     T       F       T

F     F       T       T

So is also a tautology since the statement is true for all the possibilities or combinations.

Let A have a row all of whose entries are zero. Explain why the product AB also has a zero row.

Answers

Answer:

Reason is Matrix Multiplication Technique

Step-by-step explanation:

Matrix Multiplication: In matrix multiplication each element of a row is multiplied with each element of a column. So, row with all its zero entries is multiplied with all of the columns and making corresponding entries as zeros as well.

Therefore, A with a row having all zero entries also produces a row with all zero entries during multiplication with any matrix B.

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