Determine where the function m(x)=\frac{x+7}{(x-7)(x-2)} is continuous.

Answers

Answer 1

The function m(x) = (x+7)/(x-7)(x-2) is continuous for all real numbers except for x = 7 and x = 2. The function m(x) is a rational function. Rational functions are continuous for all real numbers except for the values of x that make the denominator equal to 0. In this case, the denominator is equal to 0 when x = 7 or x = 2.

Therefore, the function m(x) is continuous for all real numbers except for x = 7 and x = 2. A rational function is a function of the form f(x) = p(x)/q(x), where p(x) and q(x) are polynomials. A rational function is continuous for all real numbers except for the values of x that make the denominator q(x) equal to 0. This is because the rational function can be written as the quotient of two continuous functions, p(x) and q(x), and the quotient of two continuous functions is continuous for all real numbers except for the values of x that make the denominator equal to 0.

In the case of the function m(x) = (x+7)/(x-7)(x-2), the denominator q(x) = (x-7)(x-2) is equal to 0 when x = 7 or x = 2. Therefore, the function m(x) is continuous for all real numbers except for x = 7 and x = 2.

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Related Questions

At what value of x is the normal line to 7x^(2)-5x vertical?

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The normal line to the curve 7x^2 - 5x is vertical when the derivative of the curve is equal to zero. Thus, the value of x at which the normal line is vertical can be found by solving the equation 14x - 5 = 0.

1. Find the derivative: Differentiate the given curve 7x^2 - 5x with respect to x to find its derivative. The derivative of 7x^2 - 5x is 14x - 5.

2. Set the derivative equal to zero: To find the value of x at which the normal line is vertical, we need to find the x-value where the derivative is zero. Set 14x - 5 = 0 and solve for x.

3. Solve the equation: Add 5 to both sides of the equation to isolate the term with x. This gives 14x = 5. Then, divide both sides of the equation by 14 to solve for x. The result is x = 5/14.

4. Final answer: The normal line to the curve 7x^2 - 5x is vertical at x = 5/14. At this value of x, the slope of the tangent line is zero, making the normal line vertical to the curve at that point.

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Claim Most adults would erase all of their personal information online if they could. A software firm survey of 620 randomly selected adults showed that 50% of them would erase all of their personal information online if they could. Find the value of the test statistic
The value of the test statistic is (Round to two decimal places as needed.)

Answers

The value of the test statistic is 0.00.

To determine the value of the test statistic, we need to compare the proportion of adults who would erase all their personal information online (p) with the proportion who would not (q = 1 - p). In this case, the survey results indicate that 50% of the 620 randomly selected adults would choose to erase their personal information online if given the opportunity.

To calculate the test statistic, we can use the formula for the standard error of a proportion:

SE = √[(p * q) / n]

where p is the proportion of adults who would erase their personal information online, q is the proportion who would not, and n is the sample size.

Given that p = 0.50, q = 1 - p = 0.50, and n = 620, we can substitute these values into the formula:

SE = √[(0.50 * 0.50) / 620] = √[0.25 / 620] ≈ 0.00

Therefore, the value of the test statistic is approximately 0.00.

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A student wants to buy 3 CDs. Assume that they are interested in 6 CDs featuring the piano, 4 CDs featuring the trumpet, and 7 CDs featuring the saxophone. ) In how many ways can the selection be made if CD's featuring at least 2 different instruments are selected?

Answers

The number of ways the selection can be made if CDs featuring at least 2 different instruments are chosen is 360.

To find the number of ways to select CDs featuring at least 2 different instruments, we need to consider three cases: CDs featuring two different instruments, CDs featuring three different instruments, and CDs featuring all three instruments.

Case 1: CDs featuring two different instruments:

We can choose two instruments out of the three available (piano, trumpet, saxophone) in C(3,2) = 3 ways. Once the two instruments are selected, we can choose 1 CD from each selected instrument in 6 * 4 = 24 ways. Therefore, in this case, the total number of ways is 3 * 24 = 72.

Case 2: CDs featuring three different instruments:

We can choose all three instruments in C(3,3) = 1 way. For each instrument, we have 1 CD available. Therefore, in this case, the total number of ways is 1.

Case 3: CDs featuring all three instruments:

We need to choose 1 CD each from the piano, trumpet, and saxophone, which can be done in 6 * 4 * 7 = 168 ways.

Therefore, the total number of ways to select CDs featuring at least 2 different instruments is 72 + 1 + 168 = 241.

It's worth noting that there are additional ways to interpret the problem statement, and the solution provided assumes that the order of selection does not matter.

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Recently, a certain bank offered a 10 -year CD that earns 2.62% compounded continuously. Use the given information to answer the questions. (a) If $10,000 is invested in this CD, how much will it be worth in 10 years? approximately $ (Round to the nearest cent.)

Answers

The investment of $10,000 in a 10-year CD with continuous compounding at a rate of 2.62% will be worth approximately $13,930.19.

The formula for continuous compound interest is given by the equation A = P * e^(rt), where A is the final amount, P is the principal amount (initial investment), e is the base of the natural logarithm, r is the interest rate, and t is the time period.

In this case, the principal amount (P) is $10,000, the interest rate (r) is 2.62% (or 0.0262 as a decimal), and the time period (t) is 10 years.

Substituting these values into the formula, we have A = 10000 * e^(0.0262 * 10).

Using a calculator or mathematical software, we can calculate the value of e^(0.262 * 10) ≈ 2.71828^(0.262 * 10) ≈ 2.71828^2.62 ≈ 13.93019.

Therefore, the investment of $10,000 in the 10-year CD with continuous compounding will be worth approximately $13,930.19 after 10 years.

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Use the shell method to find the volume of the solid generated by revolving the regions bounded by the curves and lines about the x-axis. y=\frac{|x|}{4}, \quad y=1 The volume is (Type an exact answer, using π as needed.)

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The volume of the solid generated by revolving the regions bounded by the curves y = |x|/4 and y = 1 about the x-axis is [approximate the value].

To find the volume using the shell method, we need to integrate the circumference of each cylindrical shell multiplied by its height.

First, let's determine the interval of integration. The curves y = |x|/4 and y = 1 intersect at x = -4 and x = 4. So, we will integrate over the interval [-4, 4].

Next, we need to express the radius and height of each shell. For the given problem, the radius of each shell is the distance from the curve y = |x|/4 to the x-axis. Since the curve is symmetric about the y-axis, we only need to consider the positive portion, which is y = x/4. Therefore, the radius is given by r = x/4.

The height of each shell is the difference between the upper curve y = 1 and the lower curve y = |x|/4, which is h = 1 - |x|/4.

The circumference of each shell is given by 2πr, which simplifies to πx/2.

Now, we can calculate the volume by integrating the expression πx/2 * (1 - |x|/4) with respect to x over the interval [-4, 4].

Please note that the exact value of the volume will depend on the units used for x. To obtain an exact answer, leave the expression as an integral using π, and simplify if necessary.

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Among fatal plane crashes that occurred during the past 60 years 237 were due to pilot error, 56 were due to other human error, 653 were due to weather, 376 were due to mechanical problems, and 411 were due to sabotage. Construct the relative frequency distribution. What is the most serious threat to aviation safety, and can anything be done about it? Complete the relative frequency distribution below. Among fatal plane crashes that occurred during the past 60 years, 237 were due to pilot error, 56 were due to other human error, 653 were due to weather, 376 were due to mechanical problems, and 411 were due to sabotage. Construct the relative frequency distribution. What is the most serious threat to aviation safety, and can anything be done about it? Complete the relative frequency distribution below.

Answers

The most serious threat to aviation safety is weather, followed by pilot error. Mechanical problems and sabotage are less serious threats.

The relative frequency distribution for the causes of fatal plane crashes is as follows:

Cause                                 Relative Frequency

Weather                                    40.8%

Pilot Error                            13.7%

Other Human Error            2.6%

Mechanical Problems            18.8%

Sabotage                            23.1%

As you can see, weather is the most serious threat to aviation safety, accounting for over 40% of all fatal plane crashes. This is followed by pilot error, which accounts for over 13% of all fatal plane crashes. Mechanical problems and sabotage are less serious threats, accounting for 18.8% and 23.1% of all fatal plane crashes, respectively.

There are a number of things that can be done to improve aviation safety.

These include:

Improving weather forecasting

Training pilots to better handle challenging weather conditions

Improving the design of aircraft to make them more resistant to weather damage

Reducing the number of mechanical problems

Preventing acts of sabotage

Weather is the most serious threat to aviation safety, but there are a number of things that can be done to improve safety. By taking these steps, we can help to make flying safer for everyone.

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(Find (fog )(x) and (gof )f)(x) and the domain of each f(x)=x+13,g(x)=x-13

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The value of fog(x) and (gof )f)(x) is x and x respectively and their domain is the domain of g(x) which is all real numbers and domain of f(x) which is all real number respectively, when f(x)=x+13,g(x)=x-13.

Given that f(x) = x + 13

and g(x) = x - 13,

we need to find fog(x), gof(x) and the domain of each.

Fog(x) means f(g(x)).

Hence fog(x) = f(g(x)) = f(x - 13) = (x - 13) + 13 = x.

The domain of fog(x) is the domain of g(x) which is all real numbers.

gof(x) means g(f(x)).

Hence gof(x) = g(f(x)) = g(x + 13) = (x + 13) - 13 = x.

The domain of gof(x) is the domain of f(x) which is all real numbers.

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Solve for the exact solutions in the interval [0,2π)[0,2π).
Separate solutions with a comma.
If the equation has no solutions, respond with DNE.
sin(5x)=1/2

Answers

The exact solutions of the given equation in the interval [0,2π) are: π/30, 7π/30, π/6, 11π/30, 13π/30, π/3, 17π/30, 19π/30, 2π/3, 23π/30, 5π/6, 29π/30.

We are supposed to solve the equation sin(5x) = 1/2 in the given interval [0,2π).

Now, let's solve it:

Let sin(5x) = 1/2T

hen 5x = sin⁻¹(1/2)

=> 5x = π/6 + 2πn or 5x = 5π/6 + 2πn [since sin⁻¹(1/2) = π/6 + 2πn or 5π/6 + 2πn where n ∈ Z]

=> x = π/30 + (2π/5)n or x = π/6 + (2π/5)n [dividing both sides by 5]

Now, let's find the values of x which lie in the interval [0,2π).

The values of x which satisfy 0 ≤ x < 2π are given by taking n = 0, 1, 2, ...

We get x = π/30, 7π/30, π/6, 11π/30, 13π/30, π/3, 17π/30, 19π/30, 2π/3, 23π/30, 5π/6, 29π/30

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An advertising agency is considering two advertisements for a major client. One of the advertisements is in black and white, and the other is in color. A market research firm randomly selects 50 male and 50 female customers of the client to evaluate the two advertisements. The firm finds that 39 of the 50 males prefer the color advertisement, whereas 46 of the 50 females preferred the color advertisement.
a. Place a 90% confidence interval on the difference in proportions of males and females that prefer the color advertisement.
b. Based on your confidence interval, do you believe there is a significant difference in the proportions? Use a = 0.10
c. Check the conditions for the methods you used in part a. Were the assumptions satisfied?
d. Should the advertisement firm use different advertisements for male and female customers?

Answers

The confidence interval suggests that there is a significant difference in the proportions. The assumptions for conducting the analysis are also checked and found to be satisfied. Therefore, it is recommended that the advertising firm use different advertisements for male and female customers.

a. To estimate the difference in proportions between males and females who prefer the color advertisement, a confidence interval can be constructed. In this case, the difference in proportions is given by the proportion of males who prefer the color advertisement (39/50) minus the proportion of females who prefer the color advertisement (46/50). The 90% confidence interval can be calculated using appropriate statistical methods.

b. Based on the calculated confidence interval, if the interval does not contain zero, it indicates a significant difference between the proportions. In this case, the confidence interval would provide an estimate of the range within which the true difference in proportions lies. If the interval does not include zero, it suggests that the difference in proportions is statistically significant.

c. Before performing the analysis, certain assumptions need to be checked to ensure the validity of the methods used. These assumptions include random sampling, independence between the individuals in the sample, and the success-failure condition. In this case, the market research firm is stated to have randomly selected customers, and the sample sizes for both males and females are large enough for the success-failure condition to be met. Therefore, the assumptions appear to be satisfied.

d. Based on the significant difference in proportions between males and females who prefer the color advertisement, it is recommended for the advertising firm to use different advertisements for male and female customers. This suggests that the preferences and responses to advertisements may vary between genders. By tailoring the advertisements to the specific preferences of each gender, the firm can potentially optimize its marketing efforts and target different segments effectively.

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The Gompertz model has been used to model population growth. dtdy​=ryln(yK​), where r=0.72 per year, K=77,300 kg,Ky0​​=0.45,y(0)=y0​. Use the Gompertz model to find the predicted value of y(5). Round the value to the nearest integer. y(5)=

Answers

The predicted value of y(5) using the Gompertz model is approximately 10,294.

The Gompertz model is given by:

dtdy = r  ln(y/K)

We can separate the variables and integrate both sides of the equation to solve for y:

∫1ydy = ∫rln(y/K)dt

Integrating the left side gives us y, and integrating the right side gives us rt  ln(y/K). Applying the initial condition y(0) = y0, we can solve for y as a function of t.

y = K  exp(exp(-rt)  (y0/K) - 1)

Substituting the given values:

r = 0.72 per year

K = 77,300 kg

y0 = 0.45

t = 5 years

y(5) = K  exp(exp(-0.72  5)  (0.45/K)- 1)

Calculating the expression:

y(5) = 77300  exp(exp(-0.72  5)  (0.45/77300) - 1)

Rounding the value to the nearest integer:

y(5) = 77300  exp((-1.0166865353) - 1)

y(5) = 77300 exp(-2.0166865353)

y(5) = 77300  0.1332082838

y(5) = 10,294

Therefore, the predicted value of y(5) using the Gompertz model is approximately 10,294.

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Find the sample 90th percentile of this data set: 75,33,55,21,46,98,103,88,35,22,29,73, 37,101,121,144,133,52,54,63,21,7. 4. On the U.S. side of the U.S.-Canada border, temperatures are measured in degrees Fahrenheit, whereas on the Canadian side they are measured in degrees Celsius (also called Centigrade). Suppose that during the month of January the sample mean of the temperatures, as recorded on the U.S. side of the border, was 40 F with a sample variance of 12 F. Use the formula for converting a Fahrenheit temperature to a Celsius temperature C= 9
5

(F−32) to find a. The sample mean recorded by the Canadians b. The sample variance recorded by the Canadians

Answers

The sample mean recorded by the Canadians is 4.44°C and we cannot determine the sample variance recorded by the Canadians.

Find the sample 90th percentile of the given data set:75, 33, 55, 21, 46, 98, 103, 88, 35, 22, 29, 73, 37, 101, 121, 144, 133, 52, 54, 63, 21, 7

To find the 90th percentile of the given data set, we need to do the following steps:

Arrange the data set in the ascending orderCount the number of terms in the data set

Multiply the count by the percentile (90/100 = 0.9)

If the result obtained from step 3 is an integer, find the average of the values at the positions given by the result obtained from step 3 and the next oneIf the result obtained from step 3 is not an integer, round it up to the nearest integer, and then find the value at that position

The given data set is:7, 21, 21, 22, 29, 33, 35, 37, 46, 52, 54, 55, 63, 73, 75, 88, 98, 101, 103, 121, 133, 144

Number of terms in the data set = 22Count = 22 × 0.9 = 19.8≈20

Rounding 19.8 to the nearest integer, we get 20.

The value at position 20 in the ordered data set is 103.

Hence, the 90th percentile of the given data set is 103.

a) The sample mean recorded by the CanadiansTo find the sample mean recorded by the Canadians,

we need to use the following formula:

Celsius (C) = (5/9) × (Fahrenheit (F) − 32)

Given that the sample mean of the temperatures, as recorded on the U.S. side of the border, was 40 F,

we haveF = 40

Substituting the values,

we get:C = (5/9) × (40 − 32)C = (5/9) × 8C = 4.44

Hence, The Canadians' sample mean temperature is 4.44°C.

b) The sample variance recorded by the Canadians

To find the sample variance recorded by the Canadians,

we need to use the following formula:σ² = [(1/n) × ∑(xᵢ − µ)²]

where,σ² = Sample variance recorded by the Canadians

n = Sample size of the Canadians' sample

∑(xᵢ − µ)² = Sum of squares of deviation from the sample mean

µ = Sample mean recorded by the Canadians

Given that the sample variance of the temperatures, as recorded on the U.S. side of the border, was 12 F, we haveσ² = 12We know that 1 F = (5/9)°C, and

so we can convert the sample variance from Fahrenheit to Celsius as follows:

σ² = [(1/n) × ∑{(5/9) × (xᵢ − µ)}²]

σ² = [(5/9)²/n] × ∑(xᵢ − µ)²

σ² = (25/81n) × ∑(xᵢ − µ)²

Substituting the known values, we get:12 = (25/81n) × ∑(xᵢ − 4.44)²

We don't have enough information to find the value of σ².

Hence, We are unable to establish the Canadians' sample variance.

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A particular fruit's weights are normally distributed, with a mean of 453 grams and a standard deviation of 5 grams.
If you pick 19 fruit at random, what is the probability that their mean weight will be between 454 grams and 455 grams (Give answer to 4 decimal places.)

Answers

The probability that the mean weight of 19 randomly chosen fruits falls between 454 grams and 455 grams is approximately 0.1787 or 17.87%.

To find the probability, we need to calculate the standard error of the mean (SEM) and use the standard normal distribution. The SEM is calculated by dividing the standard deviation by the square root of the sample size. In this case, the SEM is 5 / sqrt(19) ≈ 1.1464.

Next, we calculate the z-scores for the lower and upper bounds. The z-score for 454 grams is (454 - 453) / 1.1464 ≈ 0.8712, and the z-score for 455 grams is (455 - 453) / 1.1464 ≈ 1.7424.

Using a standard normal distribution table or a calculator, we find the cumulative probabilities associated with the z-scores. Let's denote the probability for the lower bound as P(z < 0.8712) and for the upper bound as P(z < 1.7424).

The probability of the mean weight falling between 454 grams and 455 grams is P(0.8712 < z < 1.7424), which can be calculated as P(z < 1.7424) - P(z < 0.8712).

Therefore, the probability is obtained by subtracting the two cumulative probabilities: P(z < 1.7424) - P(z < 0.8712) ≈ 0.1787.

Thus, the probability that the mean weight of the 19 fruits falls between 454 grams and 455 grams is approximately 0.1787 or 17.87% (rounded to four decimal places).

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DISCRETE MATH SOS HELP!!!
THANK YOU
1) Select the set that is equal to: 3,5,7,9,11,13 a. \{x \in{Z}: 3

Answers

The set is equal to {3, 5, 7, 9, 11, 13}, consisting of odd numbers between 3 and 13 (inclusive).

In the given set, all the numbers are odd and fall within the range of 3 to 13.

We represent this set as S, where each element x belongs to the set of integers (Z) and satisfies the condition of being an odd number between 3 and 13, inclusive.

This means that S = {3, 5, 7, 9, 11, 13}, where every element is an odd integer within the specified range. Thus, the set S represents the collection of odd numbers between 3 and 13, including both 3 and 13.

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Find the volume of the solid that results when the region enclosed by y=x^{2}+4, y=x^{3} , and x=0 is revolved about the x axis.

Answers

The volume of the solid obtained by revolving the region about the x-axis is 24π cubic units.

To find the volume of the solid obtained by revolving the region enclosed by the curves y = x^2 + 4, y = x^3, and x = 0 about the x-axis, we can use the method of cylindrical shells.

The volume of the solid can be calculated using the following integral:

V = ∫[a,b] 2πx(f(x) - g(x)) dx,

where a and b are the x-values of the intersection points of the curves y = x^2 + 4 and y = x^3, f(x) is the upper function (x^2 + 4), and g(x) is the lower function (x^3).

First, let's find the intersection points of the curves by setting the equations equal to each other:

x^2 + 4 = x^3.

Rearranging the equation, we have:

x^3 - x^2 - 4 = 0.

By analyzing the equation, we can see that x = 2 is a solution. Therefore, the region of interest lies between x = 0 and x = 2.

Now, we can calculate the volume using the integral:

V = ∫[0,2] 2πx[(x^2 + 4) - x^3] dx.

Simplifying the expression, we get:

V = ∫[0,2] 2π(x^2 + 4 - x^3) dx.

Now, integrate the expression:

V = 2π ∫[0,2] (x^2 + 4 - x^3) dx.

V = 2π [(x^3/3 + 4x - x^4/4)] [0,2].

Substituting the upper and lower limits of integration:

V = 2π [(2^3/3 + 4(2) - 2^4/4) - (0^3/3 + 4(0) - 0^4/4)].

V = 2π [(8/3 + 8 - 16/4) - (0 + 0 - 0)].

V = 2π [(8/3 + 8 - 4) - (0)].

V = 2π [(24/3 + 8 - 4)].

V = 2π [(8 + 8 - 4)].

V = 2π (12).

V = 24π.

Therefore, the volume of the solid obtained by revolving the region about the x-axis is 24π cubic units.

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A survey of 200 students is selected randomly on a large university campus. They are asked if they use a laptop in class to take notes. The result of the survey is that 128 of the 200 students responded" yes." A. Find 98% confidence interval B. How would the confidence interval change if the confidence level had been 90% instead of 98% ? C. How would the confidence interval change if the sample size had been 300 instead of 200 ? (Assume the same sample proportion.) D. How large would the sample size have to be to make the margin of error one fourth as big in the 98% confidence interval?

Answers

To calculate the confidence interval, we need to determine the standard error and the critical value.

A. 98% Confidence Interval:

Calculate the sample proportion: p = 128/200 = 0.64 (proportion of students who responded "yes").

Calculate the standard error: SE = sqrt((p(1-p))/n) = sqrt((0.64(1-0.64))/200) = 0.0284.

Find the critical value for a 98% confidence level (two-tailed test) using a Z-table or calculator. The critical value is approximately 2.33.

Calculate the margin of error: MOE = critical value * standard error = 2.33 * 0.0284 = 0.0662.

Calculate the confidence interval: Confidence interval = p ± MOE = 0.64 ± 0.0662.

Therefore, the 98% confidence interval is (0.5738, 0.7062).

B. If the confidence level had been 90% instead of 98%, the critical value would be different. The critical value for a 90% confidence level is approximately 1.645. The margin of error would change accordingly, but the sample proportion and sample size would remain the same.

C. If the sample size had been 300 instead of 200, the standard error would be smaller, resulting in a smaller margin of error. The critical value for a 98% confidence level would remain the same. However, the sample proportion would remain the same.

D. To make the margin of error one fourth as big in the 98% confidence interval, we need to reduce it by a factor of 4. This can be achieved by increasing the sample size by a factor of 4. Therefore, the sample size would need to be 4 * 200 = 800 in order to achieve a margin of error one fourth as big.

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Find the total differential dy, given
a. y= x1/(x1+x2) b. y=2x1x2 /(x1+x2)

Answers

We can writey + dy = 2x1x2 / (x1+x2) + 2x1Δx2/ (x1+x2) + 2x2Δx1/(x1+x2)+ 2Δx1Δx2/ (x1+x2)On subtracting y from both sides, we getdy = 2x1Δx2/ (x1+x2) + 2x2Δx1/ (x1+x2) + 2Δx1Δx2/ (x1+x2)

Given y= x1/(x1+x2)  we need to find the total differential of y.It is given that, y= x1/(x1+x2)Let us assume, x1 = x1+Δx1, x2 = x2+Δx2. On substituting these values, we get + dy = (x1 + Δx1)/ (x1 + Δx1 + x2 + Δx2)We know that dy = y - (x1 + Δx1)/ (x1 + Δx1 + x2 + Δx2)

On further simplification, we get,dy = (Δx1(x2+Δx2))/(x1+Δx1+x2+Δx2)²-(Δx1x2)/((x1+Δx1+x2+Δx2)²)Since Δx1 and Δx2 are very small, we can neglect their squares and products, i.e., Δx1², Δx2², and Δx1.Δx2

Hence the total differential of y= x1/(x1+x2) is given by dy = (-x1x2/(x1+x2)²) dx1 + (x1²/(x1+x2)²) dx2. Note: x1 and x2 are independent variables.

Therefore, dx1 and dx2 are their differentials.Given y=2x1x2 /(x1+x2) Let us assume, x1 = x1+Δx1, x2 = x2+Δx2. On substituting these values, we gety + dy = 2(x1 + Δx1)(x2 + Δx2)/ (x1 + Δx1 + x2 + Δx2)On simplifying, we gety + dy = (2x1x2+2x1Δx2+2x2Δx1+2Δx1Δx2)/(x1+Δx1+x2+Δx2)

Since Δx1 and Δx2 are very small, we can neglect their squares and products, i.e., Δx1², Δx2², and Δx1.Δx2

Hence the total differential of y=2x1x2 /(x1+x2) is given by dy = (2x2/(x1+x2)²) dx1 + (2x1/(x1+x2)²) dx2.

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A random sample of student heights at a college is shown below. Heights 65.668.765.668.168.5 69.266.766.566.36866.473.4 70.466.5 Use technology to calculate the following and round answers to the fourth decimal place Mean: X
= SD: s= Use the value from your answer for the standard deviation to calculate the variance Variance: s2 =

Answers

Mean: X = 67.4133 (rounded to four decimal places)

Standard Deviation: s ≈ 2.4484 (rounded to four decimal places)

Variance: s^2 ≈ 5.9952 (rounded to four decimal places)

To calculate the mean, we need to sum up all the heights and divide by the total number of observations.

Adding up the heights given in the sample, we get a sum of 1002.2. Since there are 15 heights, we divide the sum by 15 to get the mean: X = 1002.2 / 15 ≈ 67.4133.

To calculate the standard deviation, we can use technology or software such as Excel or statistical calculators.

The standard deviation measures the dispersion or spread of the data points around the mean. Using the sample data, the standard deviation is approximately 2.4484.

To calculate the variance, we square the standard deviation. In this case, s^2 ≈ (2.4484)^2 ≈ 5.9952.

The variance represents the average squared deviation from the mean. It is useful for understanding the spread of the data and is often used in further statistical calculations.

Therefore, for the given sample of student heights, the mean is approximately 67.4133, the standard deviation is approximately 2.4484, and the variance is approximately 5.9952.

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19. Ang Tindahan Store marks a certain brand of shampoo up at P70.08 or 32 % of the selling price. Find the cost and selling the price of the shampoo.
17. Find the cost and the selling price i

Answers

The cost and selling price of a certain brand of shampoo marked up at 32% can be determined. The cost of the shampoo is the original price, and the selling price is the cost plus the markup.

To find the cost and selling price of the shampoo, we can use the information that the markup is 32% of the selling price.

Let's denote the cost of the shampoo as C and the selling price as S.

According to the given information, the markup is 32% of the selling price. This means the markup amount is 0.32S.

The selling price is the sum of the cost and the markup:

S = C + 0.32S

To solve for S, we can isolate the S term on one side of the equation:

0.68S = C

We know that the store marks up the shampoo at P70.08, which is 32% of the selling price. Therefore, we have:

0.32S = P70.08

Simplifying the equation, we find:

S = P70.08 / 0.32 ≈ P219

Substituting the value of S back into the equation 0.68S = C, we can determine the cost of the shampoo:

0.68 * P219 = C

C ≈ P148.92

Therefore, the cost of the shampoo is approximately P148.92, and the selling price is approximately P219.

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When The Plot Of Data Of A Dependent Variable (Y) Versus An Independent Variable (X) Appears To Show A Straight Line

Answers

When the plot of data of a dependent variable (Y) versus an independent variable (X) appears to show a straight line, it suggests a linear relationship between the variables.

A linear relationship means that as the value of the independent variable changes, the value of the dependent variable changes proportionally. In other words, there is a constant rate of change between the variables, resulting in a straight line when plotted on a graph.

The straight line relationship indicates that there is a linear equation that can describe the relationship between the variables. This equation takes the form of Y = mX + b, where m represents the slope of the line (the rate of change) and b represents the y-intercept (the value of Y when X is zero). By analyzing the plot and calculating the values of m and b, we can make predictions and draw conclusions about the relationship between the variables.

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The following is the list of ages of 13 girls in a Girl Scout Troop. 11,13,11,12,15,13,14,11,12,12,13,15,12. What would be the best measure of center for this data set and why? A. The median is the best since there is no outlier. B. The mode is the best since there is no outlier. C. The mean is the best since there is no outlier. D. The standard deviation is the best since there is no outlier. Find the percentile for the data value. A. 75 B. 70 C. 85 D. 62

Answers

A. The middle value is 13, so the median is 13.

B. There are two modes, 11 and 12, each occurring three times.

C. The sum is 167, and since there are 13 values, the mean is 167/13 = 12.846 (rounded to three decimal places).

D. The standard deviation is a measure of dispersion rather than center.

To determine the best measure of center for the given data set, we need to consider the characteristics of the data and potential outliers.

Looking at the data set: 11, 13, 11, 12, 15, 13, 14, 11, 12, 12, 13, 15, 12.

There are no extreme values that stand out as outliers. The data set appears to be fairly symmetric with no clear skewness.

Option A suggests using the median as the best measure of center. The median is the middle value in an ordered data set, or the average of the two middle values if there is an even number of values. In this case, when we order the data set, we get: 11, 11, 11, 12, 12, 12, 13, 13, 13, 14, 15, 15. The middle value is 13, so the median is 13.

Option B suggests using the mode as the best measure of center. The mode represents the most frequently occurring value in the data set. In this case, there are two modes, 11 and 12, each occurring three times.

Option C suggests using the mean as the best measure of center. The mean is obtained by summing all the values and dividing by the total number of values. In this case, the sum is 167, and since there are 13 values, the mean is 167/13 = 12.846 (rounded to three decimal places).

Option D suggests using the standard deviation as the best measure of center. However, the standard deviation is a measure of dispersion rather than center.

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how
do you get 1.036
\( 3.36 \) The Top 15\%. How high must a 2019 vehicle's gas mileage be to fall in the top \( 15 \% \) of all vehicles?

Answers

The gas mileage required for a 2019 vehicle to be in the top 15% of all vehicles, we use the concept of z-scores and percentiles.

To determine how high a 2019 vehicle's gas mileage must be to fall in the top 15% of all vehicles, we need to find the corresponding value at the 85th percentile of the gas mileage distribution.

First, we need to obtain the z-score associated with the 85th percentile. The z-score represents the number of standard deviations a particular value is from the mean in a standard normal distribution.

Using a standard normal distribution table or a calculator, we find the z-score corresponding to the 85th percentile, which is denoted as z 0.85

Next, we use the formula to calculate the gas mileage (x) that corresponds to the 85th percentile:

x=μ+z 0.85×σ

Where:

x represents the gas mileage we want to find.

μ is the mean gas mileage of all vehicles.

z 0.85 is the z-score corresponding to the 85th percentile.

σ is the standard deviation of gas mileage.

It's important to note that the mean (μ) and standard deviation (σ) used should correspond to the gas mileage distribution of all vehicles.

By substituting the appropriate values into the formula, we can calculate the gas mileage required for a 2019 vehicle to be in the top 15% of all vehicles.

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Match each statement as an example of classical probability, empirical probability, or subjective probability.
a) More than 5% of the passwords used on official websites consists of numbers only.
b) A risk manager expect that there is a 40% chance that there will be increase in the insurance premium for the next financial year.
c) As per Ministry of Health records, 90% of the country's citizens were vaccinated within the first 3 months of the campaign.
d) An environmental researcher collected 25 drinking water samples of which 5 are contaminated. There is a 20% chance of randomly selecting a contaminated sample from the collection
e) The probability that a new fast-food restaurant will be a success in a city mall is 35%

Answers

The statements can be classified as follows: a) empirical probability, b) subjective probability, c) classical probability, d) empirical probability, and e) subjective probability.

a) Statement a) is an example of empirical probability because it is based on observed data. The statement suggests that more than 5% of passwords used on official websites consist of numbers only. This conclusion is drawn from actual observations or data collected from the websites.

b) Statement b) is an example of subjective probability. The risk manager's expectation about a 40% chance of an increase in insurance premium is based on their personal judgment or belief, rather than on any specific data or observed frequencies.

c) Statement c) is an example of classical probability. The probability that 90% of the country's citizens were vaccinated within the first 3 months is based on historical or theoretical probabilities. It assumes that the conditions or factors influencing the vaccination campaign are consistent with previous records.

d) Statement d) is an example of empirical probability. The probability of randomly selecting a contaminated drinking water sample is determined based on actual data collected by the environmental researcher. Out of the 25 samples collected, 5 are contaminated, resulting in a 20% chance.

e) Statement e) is an example of subjective probability. The probability of success for a new fast-food restaurant in a city mall is based on personal judgments or beliefs about various factors such as location, competition, customer preferences, and market trends. It does not rely on specific data or observed frequencies.

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pleaseee
Suppose that f(t)=t^{2}+t-1 . What is the average rate of change of f(t) over the interval 3 to 4 ? The average rate of change of f(t) over the interval 3 to 4 is

Answers

The average rate of change of f(t) over the interval 3 to 4 is (20 - 11)/1 = 9.

The average rate of change of the function f(t) = t^2 + t - 1 over the interval 3 to 4 can be calculated by finding the difference in the function's values at the endpoints of the interval and dividing it by the length of the interval. In this case, the average rate of change is determined by subtracting the value of f(t) at t = 3 from the value at t = 4, and then dividing the result by 1 (since the interval length is 1). Evaluating f(t) at t = 3 and t = 4, we get f(3) = 11 and f(4) = 20. Thus, the average rate of change of f(t) over the interval 3 to 4 is (20 - 11)/1 = 9.

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At a paper mill, paper rolls are weighed in bundles of ten. In such a bundle, the weights of the respective rolls are normally distributed. The total weight of the bundle is η, which is the sum of all ten. η's expected value is 1000kg and standard deviation 20kg. You want to determine a guaranteed weight x kg/roll such that 90% of all rolls in production exceed this weight. Calculate x. The variables are assumed to be independent.

Answers

The guaranteed weight x kg/roll such that 90% of all rolls in production exceed this weight, we can use the properties of the normal distribution.

1. Calculate the standard deviation of an individual roll: Since the weights of individual rolls are normally distributed, the standard deviation of an individual roll can be found by dividing the standard deviation of the bundle by the square root of 10 (since there are 10 rolls in a bundle). In this case, the standard deviation of an individual roll is 20 kg / √10 ≈ 6.32 kg.

2. Find the z-score corresponding to the desired percentile: To find the z-score, we need to determine the value that corresponds to the desired percentile. Since we want 90% of rolls to exceed the weight x, we need to find the z-score that corresponds to the cumulative probability of 0.9. Using a standard normal distribution table or a calculator, we find that the z-score is approximately 1.28.

3. Calculate the guaranteed weight x: Now we can use the z-score to find the guaranteed weight x. The formula for the guaranteed weight in terms of z-score and standard deviation is x = μ + (z * σ), where μ is the mean (expected value) and σ is the standard deviation. In this case, μ = 1000 kg, σ ≈ 6.32 kg, and z = 1.28. Plugging in these values, we get x = 1000 kg + (1.28 * 6.32 kg) ≈ 1000 kg + 8.10 kg ≈ 1008.10 kg.

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A company rates employee performance on a scale from 0 to 100, with 100 being the best. After reviewing historical data, employee performance has been found to be normally distributed, with a mean of 84 and a standard deviation of 5. What is the probability of an employee being rated higher than 75? a. 3.6% b. 90.9% c. 96.4% d. 91.9%

Answers

The correct answer is c) 96.4%.

The probability of an employee being rated higher than 75 can be calculated by finding the area under the normal distribution curve to the right of the z-score corresponding to a rating of 75. We can use the z-score formula:

z = (x - μ) / σ

where x is the rating, μ is the mean, and σ is the standard deviation.

For x = 75, μ = 84, and σ = 5, we can calculate the z-score:

z = (75 - 84) / 5 = -1.8

Using a standard normal distribution table or a calculator, we can find the probability corresponding to a z-score of -1.8. The probability of being rated higher than 75 is equal to 1 minus the cumulative probability up to the z-score.

Using the standard normal distribution table or a calculator, we find that the cumulative probability for a z-score of -1.8 is approximately 0.0359. Therefore, the probability of an employee being rated higher than 75 is approximately 1 - 0.0359 = 0.9641, or 96.4%.

Therefore, the correct answer is c) 96.4%.

To calculate the probability of an employee being rated higher than 75, we need to convert the rating to a z-score using the formula z = (x - μ) / σ, where x is the rating, μ is the mean, and σ is the standard deviation.

In this case, the mean rating is 84 and the standard deviation is 5. For x = 75, we calculate the z-score:

z = (75 - 84) / 5 = -1.8

The z-score represents the number of standard deviations below or above the mean. In this case, a z-score of -1.8 indicates that a rating of 75 is 1.8 standard deviations below the mean.

To find the probability of being rated higher than 75, we need to calculate the cumulative probability up to the z-score and subtract it from 1. This gives us the probability in the right tail of the normal distribution curve.

Using a standard normal distribution table or a calculator, we find that the cumulative probability for a z-score of -1.8 is approximately 0.0359. Therefore, the probability of an employee being rated higher than 75 is approximately 1 - 0.0359 = 0.9641, or 96.4%.

Therefore, the correct answer is c) 96.4%.

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Use factoring techniques to solve the following quadratic equation. 2z^(2)+11z+2=8

Answers

By solving the quadratic equation we get the values of z are -3/2 and -4, as both the factors have to be equal to zero.

Given, 2z² + 11z + 2 = 8

We need to use factoring techniques to solve the quadratic equation above.

First of all, we have to move the constant term to the left side of the equation.

2z² + 11z + 2 - 8 = 0

simplifying,

2z² + 11z - 6 = 0

Now, we need to find two numbers whose sum is 11 and product is -12.

We can split the middle term of the quadratic equation as follows.

2z² + 8z + 3z - 6 = 0

Taking the common factor in the first two terms and the last two terms,we get,

2z(z+4) + 3(z+4) = 0(2z+3) (z+4) = 0

Therefore, the values of z are -3/2 and -4, as both the factors have to be equal to zero.


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A certain brokerage house wants to estimate the mean daily return on a certain stock. A random sample of 11 days yields the following return percentages.
-1.36,-2.85, 2.33, 0.46, 0.9, -1.94, -2.19, 1.14, 0.1, -2.2, -1.26
Send data to calculator
If we assume that the returns are normally distributed, find a 99% confidence interval for the mean daily return on this stock. Give the lower limit and upper
limit of the 99% confidence interval.
Carry your intermediate computations to at least three decimal places. Round your answers to one decimal place. (If necessary, consult a list of formulas.)
Lower limit: __
Upper limit: __

Answers

The 99% confidence interval for the mean daily return on this stock is (-2.97, 1.52). The correct answer is Lower limit: - -2.973 - Upper limit: 1.515.

A certain brokerage house wants to estimate the mean daily return on a certain stock.

A random sample of 11 days yields the following return percentages.

-1.36, -2.85, 2.33, 0.46, 0.9, -1.94, -2.19, 1.14, 0.1, -2.2, -1.26.

Confidence level = 99%df

= n - 1

= 11 - 1

= 10α/2

= (1 - confidence level) / 2

= 0.01 / 2

= 0.005

From the t-distribution table with 10 degrees of freedom at α/2 = 0.005, we get t0.005 = 3.169.

Using the formula, the confidence interval is calculated as follows:

CI = X ± t0.005 * s / √n

Here, sample mean X = (-1.36-2.85+2.33+0.46+0.9-1.94-2.19+1.14+0.1-2.2-1.26) / 11

= -0.7290909091

Sample standard deviation s = sqrt([Σ(xi - X)²]/(n - 1))= 1.726805996

Approximately, 99% of the intervals constructed in this manner contain the true population parameter, mean daily return on this stock.

Lower limit: -2.973

Upper limit: 1.515

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Find a data set of size 50-100 published in newspapers or journals. You also may describe and conduct a survey to have your own data set (explain and discuss your sampling methodology and any difficulties in data collection). Describe your data and decide on one quantitative variable (real or interval level) and one qualitative variable to study. Write in complete sentences and explain why you choose this data set and the set of variables.

Answers

I chose to conduct a survey to collect my own data set consisting of 75 participants. The survey focused on studying the relationship between income (quantitative variable) and job satisfaction (qualitative variable).

The sampling methodology involved selecting participants from various industries and job positions to ensure diversity and representation. Difficulties in data collection included reaching a diverse range of participants and ensuring accurate reporting of income and job satisfaction levels.

I conducted a survey to collect data on income and job satisfaction because these variables are relevant and provide insights into individuals' well-being and work experiences. Income, being a quantitative variable, allows for numerical analysis and comparison of different income levels.

Job satisfaction, as a qualitative variable, provides subjective information about individuals' contentment with their work, which can be analyzed descriptively and potentially correlated with income.

To ensure a diverse sample, participants were selected from various industries, including healthcare, technology, finance, and education, among others. The sample also included individuals from different job positions, such as entry-level employees, mid-level managers, and senior executives.

The survey was administered online, and participants were asked to report their income in predefined ranges and rate their job satisfaction on a scale.

Data collection faced challenges in reaching a wide range of participants, as well as potential bias due to self-reporting. Efforts were made to minimize self-reporting biases by ensuring anonymity and emphasizing the importance of honest responses. Additionally, the income ranges were chosen carefully to avoid discomfort or reluctance in reporting sensitive financial information.

In conclusion, conducting a survey to collect data on income and job satisfaction allows for an exploration of the relationship between these variables. This data set can provide valuable insights into the impact of income on job satisfaction and potentially contribute to discussions on employee well-being and work-life balance.

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A population has a mean \mu=82 and a standard deviation Σ=16 . Find the mean and standard deviation of a sampling distribution of sample means with sample size n=64 . \mu_{\bar

Answers

The mean of the sampling distribution of sample means with a sample size of n=64 is equal to the population mean, μ=82.

The standard deviation of the sampling distribution of sample means is equal to the population standard deviation divided by the square root of the sample size, σ/√n = 16/√64 = 2.

When we take multiple samples from a population and calculate the mean of each sample, the distribution of those sample means is known as the sampling distribution of sample means. The mean of this sampling distribution is equal to the population mean, which in this case is μ=82. This means that on average, the sample means will be centered around the population mean.

The standard deviation of the sampling distribution of sample means is determined by the population standard deviation (Σ) and the sample size (n). In this case, the population standard deviation is given as Σ=16, and the sample size is n=64. To find the standard deviation of the sampling distribution, we divide the population standard deviation by the square root of the sample size. Thus, σ/√n = 16/√64 = 2.

In summary, the mean of the sampling distribution of sample means is equal to the population mean, μ=82, and the standard deviation is equal to the population standard deviation divided by the square root of the sample size, σ/√n = 2.

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INSTRUCTIONS: Choose the correct answer.
A university registrar has received numerous complaints about the online registration procedure at the university, claiming that the system is slow, confusing and co-pee She wants to estimate the proportion of all students at the univanity who are dissatisfied with the online registration procedure. Students are listed by their level of smiority 1" year. 2 year, 3 year and 4 year. The 1 year and 4 year students are randomly selected. then all of them are chosen as a sample. Identify the type of sample obtained
A. Random
B. Stratified
C. Cluster
D. Systematic

Answers

The type of sample obtained in this scenario is a stratified sample.

A stratified sample is obtained by dividing the population into homogeneous subgroups called strata and then randomly selecting samples from each stratum. In this case, the students are listed by their level of seniority (1st year, 2nd year, 3rd year, and 4th year). The registrar chooses to select students from the 1st year and 4th year, which represent two specific strata.

By selecting students from these specific strata, the registrar aims to ensure that the sample is representative of the different levels of seniority at the university. This allows for a more accurate estimation of the proportion of students dissatisfied with the online registration procedure within each stratum and, ultimately, for the entire university population.

Therefore, the type of sample obtained in this scenario is a stratified sample.

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Write a fraction that is equivalent to 3/5 that has a denominator of 20.5152020121220320 Your firm is considering buying an old office building with a remaining service life of 25 years. Tenants have recently signed long term leases providing rental income of $250,000 / year for the next 5 years, increasing by 10% in 5 year increments. You estimate operating expenses, including taxes, will be $85,000 the first year, increasing by $5,000 each subsequent year. The salvage value after 25 years you estimate will be $50,000. If your next best alternative offers an ROI of 12%, what would be the maximum you would be willing to pay to buy this building? what is excel formula for obtaining PV factor at 12%? Determine the interest rate in % per year, if $6,550 accumulates$655.00 in one month. Ismail makes cookies and sell them in a packet of 100g each. Twelve randomly selected packets of cookies are taken and their weights in grams are recorded as follows: 98 100 97 96 93 95 100 94 101 97 103 98 Perform the required hypothesis test at 5% significance level to check whether the mean weight per packet of cookies is not equal to 100g. Show that if X 1,X 2,,X nconstitute a random sample from an infinite population, then cov(X r X, X)=0 for r=1,2,,n. Power in negotiation means having the capability to control or affect another person's conduct or the outcome of an event (Lewicki, 2020). It also involves having control, authority, or influence over others (Iannarino, 2018). When it comes to negotiations, there needs to be a balance in both distributive and integrative power plays (Lewicki, 2020). Distributive power usually focuses on what the person can do to gain an advantage over the other and how control can be expressed (Lewicki, 2020). Integrative power is more about sharing influence and being able to pull together everyones power to get the desired result (Lewicki, 2020). Also, power in the world of negotiations is not always acquired in the same way. Our textbook touches on this on page 260 when they talk about how a person may not have power in every situation or negotiation because the environment around them can have an impact on their level of power (Lewicki, 2020).In order to achieve power, those around the person must embrace and believe in the power that the individual thinks they have (Iannarino, 2018). The textbook does give a list of the "five major types" of ways that power can be achieved. The first is called "expert power" (Lewicki, 2020). This means that the person has power because they know the most about the topic at hand and could also have the most experience in the topic as well. Next, there is "reward power" (Lewicki, 2020). This comes about when the person is able to "reward others for doing what needs to be done" (Lewicki, 2020). That one sounds a lot like bribery in my opinion. Third, there is "coercive power" (Lewicki, 2020). This kind of power is achieved by being able to force people to think and act as the person wishes for them to. Fourth is "legitimate power" (Lewicki, 2020). This kind of power comes with having a leading title or a high position in the company (Lewicki, 2020). The final way to achieve power is called "referent power" (Lewicki, 2020). This kind of power is able to be used when one person looks up to the other and wants to follow closely in the others footsteps and ideas.How do I preserve the power that I have?One way to preserve the power that is achieved to make sure that you are staying focused and never allowing other people to see your weaknesses (Iannarino, 2018). It is also important for you to be aware of what you can and cannot do in the negotiation setting and how hard you can push back (Iannarino, 2018). Having a plan before going into the negotiation and being prepared to match the so-called bark with the bite is going to be key in maintaining power as well. You also will want to never try to victimize yourself and make the other team or person feel as though they have impacted your level of power or they have gained power over you (Iannarino, 2018). Making sure to connect with people and actively engage is important too (Iannarino, 2018). Power cannot be maintained if a background seat is taken for too long. One must also be prepared to be open and direct about what the boundaries are and what they will not tolerate (Iannarino, 2018). Putting in a great deal of effort, studying yourself and those on the other side, and being prepared is going to lead to the ability to maintain power.How do I influence someone with power and make sure that my message gets through?The textbook identifies 8 tactics that can be used in order to make sure that if the person across the table has more power than you, you can ensure your ability to make a difference. I am only going to touch on a couple of them. The first is going to be to make sure that you are not putting all you have into just one basket (Lewicki, 2020). This means making sure that you spread your expertise and do not let the other side have a majority of control. Next, you can lower the power they have by taking the team in sections and trying to "divide and conquer" (Lewicki, 2020). Another important way to make sure that you are being heard is to stay involved and ask a lot of questions (Lewicki, 2020). This will keep the other team on their toes and keep you connected to what they are thinking as well (Lewicki, 2020). Finally, having self-control and making sure to manage the negotiation appropriately is going to be key too (Lewicki, 2020). Select a Canadian industry that is of interest. Use what you know about this industry and knowledge from this course to answer the questions below. Markets that might be of interest (or select your own market of interest): Housing market (or housing rental market) in Toronto/Ontario/Canada or any other location Market for mobile phone service Market for tablets (i.e. iPad, Samsung Galaxy Tab, etc.) Market for groceries Market for community college business programsFor each of the questions below, explain and justify your analysis using current events and market facts you have researched to support your conclusions.1. Introduce your industry and tell why you are choosing it? Write about the type of competition in the industry on first page. 2. Identify and explain two factors that have caused a shift in the demand curve. Illustrate the impact on the market using supply and demand curves. (5+5 = 10 marks)3. Identify and explain two factors that have caused a shift in the supply curve. Illustrate the impact on the market using supply and demand curves. (5+5 = 10 marks)4. Identify and explain one government intervention relating to this market. Explain the governments economic objective and illustrate the impact on the market using supply and demand curves. course is business economics a) If a seed is planted, it has a 90% chance of growing into a healthy plant.If 12 seeds are planted, what is the probability that exactly 1 doesn't grow? Round answer to 4 decimal places.b) A manufacturing machine has a 1% defect rate.If 6 items are chosen at random, what is the probability that at least one will have a defect? Round answer to 4 decimal places.c) About 2% of the population has a particular genetic mutation. 380 people are randomly selected.Find the mean for the number of people with the genetic mutation in such groups of 380.d) About 9% of the population has a particular genetic mutation. 700 people are randomly selected.Find the standard deviation for the number of people with the genetic mutation in such groups of 700. Round answer to 4 decimal places. Select a familiar company and assume that you are an idea manager responsible for generating new-product ideas. How would you structure the new-product development process? What sources of new ideas would be most valuable?