Process times on a machine are known to have mean of 7 minutes. A histogram shows a bell-shaped distribution with a minimum at 2 minutes, so you do not want simulated value below that threshold.

a) What is the maximum standard deviation that is reasonable for a normal distribution to apply?

b) If a Pert distribution is used, what is the standard deviation?

Answers

Answer 1

The maximum standard deviation that is reasonable for a normal distribution to apply depends on the specific context and the characteristics of the process being modeled. However, a general rule of thumb is that the standard deviation should not exceed half of the range of the data. In this case, if the minimum process time is 2 minutes, then a reasonable maximum standard deviation would be 1 minute. This ensures that the majority of simulated values will fall within a reasonable range above the minimum threshold.

The Pert distribution, also known as the Program Evaluation and Review Technique distribution, is a three-point estimate distribution that takes into account the minimum, most likely, and maximum values. To calculate the standard deviation for a Pert distribution, you can use the following formula:Standard Deviation (Pert) = (Max - Min) / 6

Given that the minimum process time is 2 minutes, the standard deviation for the Pert distribution would be:

Standard Deviation (Pert) = (Max - Min) / 6 = (7 - 2) / 6 = 5 / 6 ≈ 0.833 minutes

Therefore, the standard deviation for the Pert distribution would be approximately 0.833 minutes.

Learn more about deviation here

https://brainly.com/question/16555520

#SPJ11


Related Questions

The magnitude of an earthquake can be modeled by the foula R=log( I0=I ), where I0=1, What is the magnitude of an earthquake that is 4×10 ^7
times as intense as a zero-level earthquake? Round your answer to the nearest hundredth.

Answers

The magnitude of the earthquake that is 4×10^7 times as intense as a zero-level earthquake is approximately 7.60.

The magnitude of an earthquake can be modeled by the formula,

R = log(I0/I), where I0 = 1 and I is the intensity of the earthquake.

The magnitude of an earthquake that is 4×[tex]10^7[/tex] times as intense as a zero-level earthquake can be found by substituting the value of I in the formula and solving for R.

R = log(I0/I) = log(1/(4×[tex]10^7[/tex]))

R = log(1) - log(4×[tex]10^7[/tex])

R = 0 - log(4×[tex]10^7[/tex])

R = log(I/I0) = log((4 × [tex]10^7[/tex]))/1)

= log(4 × [tex]10^7[/tex]))

= log(4) + log([tex]10^7[/tex]))

Now, using logarithmic properties, we can simplify further:

R = log(4) + log([tex]10^7[/tex])) = log(4) + 7

R = -log(4) - log([tex]10^7[/tex])

R = -0.602 - 7

R = -7.602

Therefore, the magnitude of the earthquake is approximately 7.60 when rounded to the nearest hundredth.

Thus, the magnitude of an earthquake that is 4 × [tex]10^7[/tex] times as intense as a zero-level earthquake is 7.60 (rounded to the nearest hundredth).

For more related questions on magnitude:

https://brainly.com/question/30338445

#SPJ8

p=d(x)=41−x^2
p=s(x)=4x^2−10x−79
where x is the number of hundreds of jerseys and p is the price in dollars. Find the equilibrium point.

Answers

Therefore, the equilibrium point is x = 5/4 or 1.25 (in hundreds of jerseys).

To find the equilibrium point, we need to set the derivative of the price function p(x) equal to zero and solve for x.

Given [tex]p(x) = 4x^2 - 10x - 79[/tex], we find its derivative as p'(x) = 8x - 10.

Setting p'(x) = 0, we have:

8x - 10 = 0

Solving for x, we get:

8x = 10

x = 10/8

x = 5/4

To know more about equilibrium point,

https://brainly.com/question/33395226

#SPJ11

Assume a person is 5.67 feet tall. Using transit the angle of depression to the point of the line 20.71° was measured. The angle of depression to the end of the line is 12.78° . Estimate how long one of those highway lines actually is.

Answers

To estimate the length of the highway line, we can use the concept of trigonometry and the information given.

Let's denote the length of the highway line as "L" (in feet).

From the given information, we know that the person's height is 5.67 feet, the angle of depression to the point on the line is 20.71°, and the angle of depression to the end of the line is 12.78°.

Using trigonometry, we can set up the following equation based on the tangent function:

tan(angle of depression) = height of person / distance to the point on the line

tan(20.71°) = 5.67 / distance to the point on the line

Similarly, for the end of the line:

tan(12.78°) = 5.67 / (distance to the point on the line + L)

Now we can solve these two equations simultaneously to find the value of L, the length of the highway line.

Using the given values and solving the equations, we can find the estimated length of the highway line.

Learn more about trigonometry here:

https://brainly.com/question/11016599

#SPJ11

Find the polar form for all values of (a) (1+i)³,
(b) (-1)1/5

Answers

Polar form is a way of representing complex numbers using their magnitude (or modulus) and argument (or angle).  The polar form of (1+i)³ is 2√2e^(i(3π/4)) and the polar form of (-1)^(1/5) is e^(iπ/5).

(a) To find the polar form of (1+i)³, we can first express (1+i) in polar form. Let's write it as r₁e^(iθ₁), where r₁ is the magnitude and θ₁ is the argument of (1+i). To find r₁ and θ₁, we use the formulas:

r₁ = √(1² + 1²) = √2,

θ₁ = arctan(1/1) = π/4.

Now, we can express (1+i)³ in polar form by using De Moivre's theorem, which states that (r₁e^(iθ₁))ⁿ = r₁ⁿe^(iθ₁ⁿ). Applying this to (1+i)³, we have:

(1+i)³ = (√2e^(iπ/4))³ = (√2)³e^(i(π/4)³) = 2√2e^(i(3π/4)).

Therefore, the polar form of (1+i)³ is 2√2e^(i(3π/4)).

(b) To find the polar form of (-1)^(1/5), we can express -1 in polar form. Let's write it as re^(iθ), where r is the magnitude and θ is the argument of -1. The magnitude is r = |-1| = 1, and the argument is θ = π.

Now, we can express (-1)^(1/5) in polar form by using the property that (-1)^(1/5) = r^(1/5)e^(iθ/5). Substituting the values, we have:

(-1)^(1/5) = 1^(1/5)e^(iπ/5) = e^(iπ/5).

Therefore, the polar form of (-1)^(1/5) is e^(iπ/5).

Learn more about De Moivre's theorem here : brainly.com/question/28999678

#SPJ11

an airline knows from experience that the distribution of the number of suitcases that get lost each week on a certain route is approximately normal with and . what is the probability that during a given week the airline will lose less than suitcases?

Answers

conclusion, without knowing the values for the mean and standard deviation of the distribution, we cannot calculate the probability that the airline will lose less than a certain number of suitcases during a given week.

The question asks for the probability that the airline will lose less than a certain number of suitcases during a given week.

To find this probability, we need to use the information provided about the normal distribution.

First, let's identify the mean and standard deviation of the distribution.

The question states that the distribution is approximately normal with a mean (μ) and a standard deviation (σ).

However, the values for μ and σ are not given in the question.

To find the probability that the airline will lose less than a certain number of suitcases, we need to use the cumulative distribution function (CDF) of the normal distribution.

This function gives us the probability of getting a value less than a specified value.

We can use statistical tables or a calculator to find the CDF. We need to input the specified value, the mean, and the standard deviation.

However, since the values for μ and σ are not given, we cannot provide an exact probability.
Learn more about: deviation

https://brainly.com/question/475676

#SPJ11

Suppose a ball thrown in to the air has its height (in feet ) given by the function h(t)=6+96t-16t^(2) where t is the number of seconds after the ball is thrown Find the height of the ball 3 seconds a

Answers

The height of the ball at 3 seconds is 150 feet.

To find the height of the ball at 3 seconds, we substitute t = 3 into the given function h(t) = 6 + 96t - 16t^2.

Step 1: Replace t with 3 in the equation.

h(3) = 6 + 96(3) - 16(3)^2

Step 2: Simplify the expression inside the parentheses.

h(3) = 6 + 288 - 16(9)

Step 3: Calculate the exponent.

h(3) = 6 + 288 - 144

Step 4: Perform the multiplication and subtraction.

h(3) = 294 - 144

Step 5: Compute the final result.

h(3) = 150

Therefore, the height of the ball at 3 seconds is 150 feet.

learn more about "function ":- https://brainly.com/question/22340031

#SPJ11

Suppose a ball thrown in to the air has its height (in feet ) given by the function h(t)=6+96t-16t^(2) where t is the number of seconds after the ball is thrown Find the height of the ball 3 seconds after it is thrown

Need C) and D) answered
Slimey Inc. manufactures skin moisturizer. The graph of the cost function C(x) is shown below. Cost is measured in dollars and x is the number of gallons moisturizer. a. Is C(40)=1200 \

Answers

C(40)=1200b. The marginal cost (MC) function is the derivative of the cost function with respect to the number of gallons (x).MC(x) = dC(x)/dx find MC(40), we need to find the derivative of C(x) at x = 40.

Given that Slimey Inc. manufactures skin moisturizer, where cost is measured in dollars and x is the number of gallons of moisturizer.

The cost function is given as C(x) and its graph is as follows:Image: capture. png. To find out whether C(40)=1200, we need to look at the y-axis (vertical axis) and x-axis (horizontal axis) of the graph.

The vertical axis is the cost axis (y-axis) and the horizontal axis is the number of gallons axis (x-axis). If we move from 40 on the x-axis horizontally to the cost curve and from there move vertically to the cost axis (y-axis), we will get the cost of producing 40 gallons of moisturizer. So, the value of C(40) is $1200.

From the given graph, we can observe that when x = 40, the cost curve is tangent to the curve of the straight line joining (20, 600) and (60, 1800).

So, the cost function C(x) can be represented by the following equation when x = 40:y - 600 = (1800 - 600)/(60 - 20)(x - 20) Simplifying, we get:y = 6x - 180

Thus, C(x) = 6x - 180Therefore, MC(x) = dC(x)/dx= d/dx(6x - 180)= 6Hence, MC(40) = 6. Therefore, MC(40) = 6.

For more such questions on marginal cost

https://brainly.com/question/17230008

#SPJ8

Each matrix is nonsingular. Find the inverse of the matrix. Be sure to check your answer. [[-2,4],[4,-4]] [[(1)/(2),(1)/(2)],[(1)/(2),(1)/(4)]] [[(1)/(2),(1)/(4)],[(1)/(2),(1)/(4)]] [[-(1)/(2),(1)/(4)],[(1)/(2),-(1)/(4)]] [[(1)/(2),-(1)/(2)],[-(1)/(2),(1)/(4)]]

Answers

[(1/2, -1/2) is a singular matrix and the inverse of it does not exist,

Nonsingular matrix is defined as a square matrix with a non-zero determinant. If the determinant is zero, the matrix is singular and if it's non-zero the matrix is nonsingular. Given matrix are nonsingular.

1. A = [-2, 4; 4, -4]

The determinant of matrix A can be found as follows:

det(A) = -2 (-4) - 4 (4) = -8A^-1 = adj(A) / det(A)

where adj(A) denotes the adjoint of matrix A.

adj(A) = [-4, -4; -4, -2]

Therefore, A^-1 = 1/8 [-4, -4; -4, -2]

Let's check the answer: AA^-1 = [-2, 4; 4, -4][1/8 [-4, -4; -4, -2]]

                                                 = [1/2, 1/2; 1/2, 1/4]A^-1 A

                                                 = [1/8 [-4, -4; -4, -2]][-2, 4; 4, -4]

                                                = [1/2, 1/2; 1/2, 1/4]

Thus, the answer is correct.

2. [[(1)/(2),(1)/(2)],[(1)/(2),(1)/(4)]]

          B = [(1/2, 1/2);

(1/2, 1/4)]det(B) = 1/4 - 1/4

                       = 0

Therefore, B is a singular matrix and the inverse of B does not exist.

3. [[(1)/(2),(1)/(4)],[(1)/(2),(1)/(4)]] :

C = [(1/2, 1/4);

(1/2, 1/4)]det(C) = 1/8 - 1/8

                        = 0

Therefore, C is a singular matrix and the inverse of C does not exist.

4. [[-(1)/(2),(1)/(4)],[(1)/(2),-(1)/(4)]] :

D = [(-1/2, 1/4);

(1/2, -1/4)]det(D) = -1/8 - 1/8

                          = -1/4D^-1 = adj(D) / det(D)

where adj(D) denotes the adjoint of matrix D.

adj(D) = [-1/4, 1/4; -1/2, -1/2]

Therefore, D^-1 = -4/[-1/4, 1/4; -1/2, -1/2] = [(1/2, 1/2);

(1/2, -1/2)DD^-1 = [(-1/2, 1/4)

(1/2, -1/4)][(1/2, 1/2);

(1/2, -1/2)] = [(1/4 + 1/4), (1/4 - 1/4);

(-1/4 + 1/4), (-1/4 - 1/4)] = [(1/2, 0);

(0, -1/2)]D^-1 D = [(1/2, 1/2);

(1/2, -1/2)][(-1/2, 1/4);

(1/2, -1/4)] = [(0, 1/8);

                  =(0, 1/8)]

Thus, the answer is correct 5. [[(1)/(2),-(1)/(2)],[-(1)/(2),(1)/(4)]] :E = [(1/2, -1/2); (-1/2, 1/4)]det(E) = 1/8 - 1/8 = 0 Therefore, E is a singular matrix and the inverse of E does not exist

To know more about inverse here:

https://brainly.com/question/3831584

#SPJ11

comparison between DES and AES and what is the length of the block and give Round about one of them

Answers

DES (Data Encryption Standard) and AES (Advanced Encryption Standard) are both symmetric encryption algorithms used to secure sensitive data.

AES is generally considered more secure than DES due to its larger key sizes and block sizes. DES has a fixed block size of 64 bits, while AES can have a block size of 128 bits. In terms of key length, DES uses a 56-bit key, while AES supports key lengths of 128, 192, and 256 bits.

AES also employs a greater number of rounds in its encryption process, providing enhanced security against cryptographic attacks. AES is widely adopted as a global standard, recommended by organizations such as NIST. On the other hand, DES is considered outdated and less secure. It is important to note that AES has different variants, such as AES-128, AES-192, and AES-256, which differ in the key length and number of rounds.

To know more about encryption algorithms,

https://brainly.com/question/31831935

#SPJ11

Using the "power rule", determine the derivative of the functions: f(x) = (15/ (x^4))- ( 1 /8)x^-2

Answers

The derivative of the given function is:

f'(x) + g'(x) = (-60 / (x^5)) + (1/4)x^-3

To use the power rule, we differentiate each term separately and then add the results.

For the first term, we have:

f(x) = (15/ (x^4))

Using the power rule, we bring down the exponent, subtract one from it, and multiply by the derivative of the inside function, which is 1 in this case. Therefore, we get:

f'(x) = (-60 / (x^5))

For the second term, we have:

g(x) = -(1/8)x^-2

Using the power rule again, we bring down the exponent -2, subtract one from it to get -3, and then multiply by the derivative of the inside function, which is also 1. Therefore, we get:

g'(x) = 2(1/8)x^-3

Simplifying this expression, we get:

g'(x) = (1/4)x^-3

Now, we can add the two derivatives:

f'(x) + g'(x) = (-60 / (x^5)) + (1/4)x^-3

Therefore, the derivative of the given function is:

f'(x) + g'(x) = (-60 / (x^5)) + (1/4)x^-3

Learn more about  derivative from

https://brainly.com/question/28376218

#SPJ11

please show me a step by step on how to solve this Math problem!
thank you in advance!
You are studying meteorology and collect weather data for Gainesville, FL for the months of April, May, and June 2015. The function T(x)=.18 x+80.25 gives an estimate of the daily high temperatu

Answers

To solve the math problem involving the function T(x) = 0.18x + 80.25 and the weather data for Gainesville, FL in the months of April, May, and June 2015.

Understand the problem:

The problem provides a function that estimates the daily high temperature in Gainesville, FL, and asks you to apply this function to analyze the weather data for April, May, and June 2015.

Identify the variables:

In the given function T(x), T represents the temperature, and x represents the number of days.

Substitute the values:

Determine the number of days for each month.

For April, May, and June 2015, find the respective number of days in each month.

Let's say April has 30 days, May has 31 days, and June has 30 days.

Calculate the daily high temperatures:

Substitute the number of days for each month into the function T(x) and perform the calculations.

For example, for April, substitute x = 30 into the function T(x) and calculate T(30). Repeat this process for May and June.

For April: T(30) = 0.18 [tex]\times[/tex] 30 + 80.25

For May: T(31) = 0.18 [tex]\times[/tex] 31 + 80.25

For June: T(30) = 0.18 [tex]\times[/tex] 30 + 80.25

Calculate each expression to obtain the estimated daily high temperatures for each month.

Interpret the results:

Analyze the calculated temperatures for April, May, and June. You can compare the temperatures between the months, look for trends or patterns, calculate averages, or identify the highest or lowest temperatures.

This will provide insights into the weather conditions in Gainesville, FL, during those specific months in 2015.

By following these steps, you can use the given function to estimate the daily high temperatures for the months of April, May, and June 2015 and gain a better understanding of the weather in Gainesville, FL, during that time period.

For similar question on function.

https://brainly.com/question/18102431

#SPJ8  

Hi, please help me with this question. I would like an explanation of how its done, the formula that is used, etc.
The largest of 123 consecutive integers is 307. What is the smallest?

Answers

Therefore, the smallest of the 123 consecutive integers is 185.

To find the smallest of 123 consecutive integers when the largest is given, we can use the formula:

Smallest = Largest - (Number of Integers - 1)

In this case, the largest integer is 307, and we have 123 consecutive integers. Plugging these values into the formula, we get:

Smallest = 307 - (123 - 1)

= 307 - 122

= 185

To know more about integers,

https://brainly.com/question/15015575

#SPJ11

etermine the total solution using: a. Classical Method b. Laplace Transform Method D ^2 y(t)+8Dy(t)+16y(t)=2t ^3 y(0)=0;Dy(0)=1

Answers

A. The total solution (general solution) is the sum of the complementary and particular solutions:

y(t) = y_c(t) + y_p(t)

= c1 * e^(-4t) + c2 * t * e^(-4t) + (1/8)t^3 - (1/4)t^2

B. The total solution is given by:

y(t) = 2e^(-4t) + te^(-4t) + (1 - t^2)e^(-4t)

a. Classical Method:

The characteristic equation for the given differential equation is obtained by substituting y(t) = e^(rt) into the differential equation:

r^2 + 8r + 16 = 0

Solving this quadratic equation, we find two equal roots: r = -4.

Therefore, the complementary solution (homogeneous solution) is given by:

y_c(t) = c1 * e^(-4t) + c2 * t * e^(-4t)

To find the particular solution, we assume a particular form for y_p(t) based on the non-homogeneous term, which is a polynomial of degree 3. We take:

y_p(t) = At^3 + Bt^2 + Ct + D

Differentiating y_p(t) with respect to t, we have:

y'_p(t) = 3At^2 + 2Bt + C

y''_p(t) = 6At + 2B

Substituting these derivatives into the differential equation, we get:

(6At + 2B) + 8(3At^2 + 2Bt + C) + 16(At^3 + Bt^2 + Ct + D) = 2t^3

Simplifying this equation, we equate the coefficients of like powers of t:

16A = 2 (coefficient of t^3)

16B + 24A = 0 (coefficient of t^2)

8C + 24B = 0 (coefficient of t)

2B + 8D = 0 (constant term)

Solving these equations, we find A = 1/8, B = -1/4, C = 0, and D = 0.

Therefore, the particular solution is:

y_p(t) = (1/8)t^3 - (1/4)t^2

The total solution (general solution) is the sum of the complementary and particular solutions:

y(t) = y_c(t) + y_p(t)

= c1 * e^(-4t) + c2 * t * e^(-4t) + (1/8)t^3 - (1/4)t^2

b. Laplace Transform Method:

Taking the Laplace transform of the given differential equation, we have:

s^2Y(s) - sy(0) - y'(0) + 8sY(s) - 8y(0) + 16Y(s) = (2/s^4)

Applying the initial conditions y(0) = 0 and y'(0) = 1, and rearranging the equation, we get:

Y(s) = 2/(s^2 + 8s + 16) + s/(s^2 + 8s + 16) + (1 - s^2)/(s^2 + 8s + 16)

Factoring the denominator, we have:

Y(s) = 2/[(s + 4)^2] + s/[(s + 4)^2] + (1 - s^2)/[(s + 4)(s + 4)]

Using the partial fraction decomposition method, we can write the inverse Laplace transform of Y(s) as:

y(t) = 2e^(-4t) + te^(-4t) + (1 - t^2)e^(-4t)

Therefore, the total solution is given by:

y(t) = 2e^(-4t) + te^(-4t) + (1 - t^2)e^(-4t)

Learn more about  solution from

https://brainly.com/question/27894163

#SPJ11

uppose rRF=6%,rM=9%, and bi=1.5 a. What is ri, the required rate of return on Stock i? Round your answer to one decimal place. % b. 1. Now suppose rRF increases to 7%. The slope of the SML remains constant. How would this affect rM and ri ? I. Both rM and ri will increase by 1 percentage point. II. rM will remain the same and ri will increase by 1 percentage point. III. rM will increase by 1 percentage point and ri will remain the same. IV. Both rM and ri will decrease by 1 percentage point. V. Both rM and ri will remain the same. 2. Now suppose rRF decreases to 5%. The slope of the SML remains constant. How would this affect rM and r ? I. Both rM and ri will increase by 1 percentage point. II. Both rM and ri will remain the same.
III. Both rM and ri will decrease by 1 percentage point. IV. rM will decrease by 1 percentage point and ri will remain the same. V. rM will remain the same and ri will decrease by 1 percentage point. c. 1. Now assume that rRF remains at 6%, but rM increases to 10%. The slope of the SML does not remain constant. How would Round your answer to one decimal place. The new ri will be %.
2. Now assume that rRF remains at 6%, but rM falls to 8%. The slope of the SML does not remain constant. How would these changes affect ri? Round your answer to one decimal place. The new n will be %

Answers

a.10.5%

a. To calculate the required rate of return on Stock i (ri), we can use the Capital Asset Pricing Model (CAPM):

ri = rRF + bi * (rM - rRF),

where rRF is the risk-free rate, rM is the market return, and bi is the beta coefficient of Stock i.

Given:

rRF = 6%,

rM = 9%,

bi = 1.5.

Plugging in the values into the formula:

ri = 6% + 1.5 * (9% - 6%)

ri = 6% + 1.5 * 3%

ri = 6% + 4.5%

ri = 10.5%

Therefore, the required rate of return on Stock i is 10.5%.

b.1. When rRF increases to 7%, the slope of the Security Market Line (SML) remains constant. In this case, both rM and ri will increase by 1 percentage point.

The correct answer is: I. Both rM and ri will increase by 1 percentage point.

b.2. When rRF decreases to 5%, the slope of the SML remains constant. In this case, both rM and ri will remain the same.

The correct answer is: II. Both rM and ri will remain the same.

c.1. When rRF remains at 6%, but rM increases to 10%, and the slope of the SML does not remain constant, we need more information to determine the new ri.

c.2. When rRF remains at 6%, but rM falls to 8%, and the slope of the SML does not remain constant, we need more information to determine the new ri.

To know more about Stock refer here:

https://brainly.com/question/31940696#

#SPJ11

What is ABC in Pythagorean Theorem?

Answers

The ABC in the Pythagorean Theorem refers to the sides of a right triangle.

The theorem states that in a right triangle, the square of the length of the hypotenuse (the side opposite the right angle) is equal to the sum of the squares of the other two sides. The formula is written as a^2 + b^2 = c^2, where "a" and "b" are the lengths of the legs of the triangle, and "c" is the length of the hypotenuse.

For example, let's consider a right triangle with side lengths of 3 units and 4 units. We can use the Pythagorean Theorem to find the length of the hypotenuse.

a^2 + b^2 = c^2
3^2 + 4^2 = c^2
9 + 16 = c^2
25 = c^2

Taking the square root of both sides, we find that c = 5. So, in this case, the ABC in the Pythagorean Theorem represents a = 3, b = 4, and c = 5.

In summary, the ABC in the Pythagorean Theorem refers to the sides of a right triangle, where a and b are the lengths of the legs, and c is the length of the hypotenuse. The theorem allows us to calculate the length of one side when we know the lengths of the other two sides.


Learn more about Pythagorean Theorem from the link given below:

brainly.com/question/14930619

#SPJ11

Consider the function f(x)=x2−11​ for {x∈R,x=±1}. Using the definition of the derivative (or by First Principles) we can get: f′(x)=limh→0​(h(x2−1)(x2+2xh+h2−1)x2−1−(x2+2xh+h2−1)​) (i) Write the first step of working that must have been done. [2 marks] (ii) From the equation given in the question, use algebraic techniques and the tool of the limit to give the derivative for f(x) [3 marks ].

Answers

(i) The first step in finding the derivative using the definition of the derivative is to define the function as f(x) = x² - 11.

(ii) By substituting f(x) = x² - 11 into the equation and simplifying, we find that the derivative of f(x) is f'(x) = 2x.

(i) The first step in finding the derivative of the function using the definition of the derivative is as follows:

Let's define the function as f(x)=x²-11. Now, using the definition of the derivative, we can write:

f'(x)= lim h → 0 (f(x + h) - f(x)) / h

(ii) To get the derivative of f(x), we will substitute f(x) with the given value in the question f(x)=x²-11 in the above equation.

f'(x) = lim h → 0 [(x + h)² - 11 - x² + 11] / h

Using algebraic techniques and simplifying, we get,

f'(x) = lim h → 0 [2xh + h²] / h = lim h → 0 [2x + h] = 2x

Therefore, the derivative of the given function f(x) = x² - 11 is f'(x) = 2x.

Learn more about finding derivatives:

https://brainly.com/question/29020856

#SPJ11

The function f(c) = 7.25 + 2.65c represents the cost of Mr. Franklin to attend a buffet with c members of her grandchildren. What is the y-intercept and slope of this function?

Answers

Answer:

Step-by-step explanation:

the slope and y-intercept are already mentioned in the equation itself.

the slope is 72.65

the y-intercept is 7.25

Let BV ={v1,v2,…,vn} be the (ordered) basis of a vector space V. The linear operator L:V→V is defined by L(vk )=vk +2vk−1 for k=1,2,…,n. (We assume that v0 =0.) Compute the matrix of L with respect to the basis BV .

Answers

The matrix representation of the linear operator L with respect to the basis BV is obtained by applying the formula L(vk) = vk + 2vk-1 to each basis vector vk in the given order.

To compute the matrix of the linear operator L with respect to the basis BV, we need to determine how L maps each basis vector onto the basis vectors of V.

Given that L(vk) = vk + 2vk-1, we can write the matrix representation of L as follows:

| L(v1) |   | L(v2) |   | L(v3) |   ...   | L(vn) |

| L(v2) |   | L(v3) |   | L(v4) |   ...   | L(vn+1) |

| L(v3) |   | L(v4) |   | L(v5) |   ...   | L(vn+2) |

|   ...   | = |   ...   | = |   ...   |  ...    |   ...    |

| L(vn) |   | L(vn+1) |   | L(vn+2) |   ...   | L(v2n-1) |

Now let's compute each entry of the matrix using the given formula:

The first column of the matrix corresponds to L(v1):

L(v1) = v1 + 2v0 = v1 + 2(0) = v1

The second column corresponds to L(v2):

L(v2) = v2 + 2v1

The third column corresponds to L(v3):

L(v3) = v3 + 2v2

And so on, until the nth column.

The matrix of L with respect to the basis BV can be written as:

| v1      L(v2)      L(v3)     ...   L(vn)      |

| v2      L(v3)      L(v4)     ...   L(vn+1) |

| v3      L(v4)      L(v5)     ...   L(vn+2) |

|   ...        ...          ...           ...         ...           |

| vn     L(vn+1)  L(vn+2)  ...   L(v2n-1) |

Learn more about linear operator here :-

https://brainly.com/question/30891905

#SPJ11

Suppose someone wants to accumulate $ 55,000 for a college fund over the next 15 years. Determine whether the following imestment plans will allow the person to reach the goal. Assume the compo

Answers

Without knowing the details of the investment plans, such as the interest rate, the frequency of compounding, and any fees or taxes associated with the investment, it is not possible to determine whether the plans will allow the person to accumulate $55,000 over the next 15 years.

To determine whether an investment plan will allow a person to accumulate $55,000 over the next 15 years, we need to calculate the future value of the investment using compound interest. The future value is the amount that the investment will be worth at the end of the 15-year period, given a certain interest rate and the frequency of compounding.

The formula for calculating the future value of an investment with compound interest is:

FV = P * (1 + r/n)^(n*t)

where FV is the future value, P is the principal (or initial investment), r is the annual interest rate (expressed as a decimal), n is the number of times the interest is compounded per year, and t is the number of years.

To determine whether an investment plan will allow the person to accumulate $55,000 over the next 15 years, we need to find an investment plan that will yield a future value of $55,000 when the principal, interest rate, frequency of compounding, and time are plugged into the formula. If the investment plan meets this requirement, then it will allow the person to reach the goal of accumulating $55,000 for a college fund over the next 15 years.

Without knowing the details of the investment plans, such as the interest rate, the frequency of compounding, and any fees or taxes associated with the investment, it is not possible to determine whether the plans will allow the person to accumulate $55,000 over the next 15 years.

Learn more about "compound interest" : https://brainly.com/question/28020457

#SPJ11

A root of x ∧
4−3x+1=0 needs to be found using the Newton-Raphson method. If the initial guess is 0 , the new estimate x1 after the first iteration is A: −3 B: 1/3 C. 3 D: −1/3

Answers

After the first iteration, the new estimate x₁ is 1/3. The correct answer is B: 1/3.

To find the new estimate x₁ using the Newton-Raphson method, we need to apply the following iteration formula:

x₁ = x₀ - f(x₀) / f'(x₀)

In this case, the given equation is x⁴ - 3x + 1 = 0. To find the root using the Newton-Raphson method, we need to find the derivative of the function, which is f'(x) = 4x³ - 3.

Given that the initial guess is x₀ = 0, we can substitute these values into the iteration formula:

x₁ = 0 - (0⁴ - 3(0) + 1) / (4(0)³ - 3)

= -1 / -3

= 1/3

Therefore, after the first iteration, the new estimate x₁ is 1/3.

The correct answer is B: 1/3.

Know more about Newton-Raphson here:

https://brainly.com/question/31618240

#SPJ11

The exact solution(s) of the equation log(x−3)−log(x+1)=2 is ------ a.−4 − b.4/99
​c.4/99 d− 103/99

The equation has no solutions. None of the above.

Answers

We are given the equation log(x−3)−log(x+1) = 2.

We simplify it by using the identity, loga - l[tex]ogb = log(a/b)log[(x-3)/(x+1)] = 2log[(x-3)/(x+1)] = log[(x-3)/(x+1)]²=2[/tex]

Taking the exponential on both sides, we get[tex](x-3)/(x+1) = e²x-3 = e²(x+1)x - 3 = e²x + 2ex + 1[/tex]

Rearranging and setting the terms equal to zero, we gete²x - x - 4 = 0This is a quadratic equation of the form ax² + bx + c = 0, where a = e², b = -1 and c = -4.

The discriminant, D = b² - 4ac = 1 + 4e⁴ > 0

Therefore, the quadratic has two distinct roots.

The exact solutions of the equation l[tex]og(x−3)−log(x+1) =[/tex]2 are given byx = (-b ± √D)/(2a)

Substituting the values of a, b and D, we getx = [1 ± √(1 + 4e⁴)]/(2e²)Therefore, the answer is option D.

To know more about equation visit:

https://brainly.com/question/29657988

#SPJ11

given a function f : a → b and subsets w, x ⊆ a, then f (w ∩ x) = f (w)∩ f (x) is false in general. produce a counterexample.

Answers

Therefore, f(w ∩ x) = {0} ≠ f(w) ∩ f(x), which shows that the statement f(w ∩ x) = f(w) ∩ f(x) is false in general.

Let's consider the function f: R -> R defined by f(x) = x^2 and the subsets w = {-1, 0} and x = {0, 1} of the domain R.

f(w) = {1, 0} and f(x) = {0, 1}, so f(w) ∩ f(x) = {0}.

On the other hand, w ∩ x = {0}, and f(w ∩ x) = f({0}) = {0}.

To know more about statement,

https://brainly.com/question/31502625

#SPJ11

What is the area of this rectangle? Rectangle with width 5. 1 cm and height 11. 2 cm. Responses 16. 3 cm2 16. 3 cm, 2 32. 6 cm2 32. 6 cm, 2 57. 12 cm2 57. 12 cm, 2 571. 2 cm2

Answers

The area of the rectangle is 57.12 cm^2.

The area of a rectangle is the product of its length or height and width. The formula for calculating the area of a rectangle is:

Area = Width x Height

In this problem, we are given the width of the rectangle as 5.1 cm and the height as 11.2 cm. To find the area, we substitute these values into the formula to get:

Area = 5.1 cm x 11.2 cm

Area = 57.12 cm^2

Therefore, the area of the rectangle is 57.12 square centimeters (cm^2).

Learn more about area  from

https://brainly.com/question/25292087

#SPJ11

g identify the straight-line solutions. b) write the general solution. c) describe the behavior of solutions, including classifying the equilibrium point at (0, 0).

Answers

1. The straight-line solutions are of the form y = kx + c, where k and c are constants.

2. The general solution is f(x) = kx + c, where k and c can be any real numbers.

3. The behavior of solutions depends on the value of k: if k > 0, the solutions increase as x increases; if k < 0, the solutions decrease as x increases; and if k = 0, the solutions are horizontal lines. The equilibrium point at (0, 0) is classified as a stable equilibrium point.

a) To identify the straight-line solutions, we need to find the points on the graph where the slope is constant. This means the derivative of the function with respect to x is a constant. Let's assume our function is f(x).

So, we have f'(x) = k, where k is a constant.

By integrating both sides, we get f(x) = kx + c, where c is an arbitrary constant.

Therefore, the straight-line solutions are of the form y = kx + c, where k and c are constants.

b) The general solution can be written as f(x) = kx + c, where k and c can be any real numbers.

c) The behavior of solutions depends on the value of k.
- If k > 0, the solutions will be increasing lines as x increases.
- If k < 0, the solutions will be decreasing lines as x increases.
- If k = 0, the solutions will be horizontal lines.

The equilibrium point at (0, 0) is classified as a stable equilibrium point because any small disturbance will bring the system back to the equilibrium point.

In summary, the straight-line solutions are of the form y = kx + c, where k and c are constants. The behavior of solutions depends on the value of k, and the equilibrium point at (0, 0) is a stable equilibrium point.

Learn more about equilibrium points:

https://brainly.com/question/32765683

#SPJ11

(5h​3​​−8h)+(−2h​3​​−h​2​​−2h)

Answers

Answer:

3h³ - h² - 10h

Step-by-step explanation:

(5h​³​​−8h)+(−2h​​³−h​²-2h)

= 5h³ - 8h - 2h³ - h² - 2h

= 3h³ - h² - 10h

So, the answer is  3h³ - h² - 10h

Answer:

3h³ - h² - 10h    

--------------------------

Simplify the expression in below steps:

(5h​³​​ − 8h) + (−2h​³ ​​− h​² ​​− 2h) =5h​³​​ − 8h − 2h​³ ​​− h​² ​​− 2h =                  Open parenthesis(5h³ - 2h³) - h² - (8h + 2h) =                 Combine like terms3h³ - h² - 10h                                        Simplify

The function s(t) describes the position of a particle moving along a coordinate line, where s is in feet and t is in seconds. s(t)=t^ 3 −18t ^2+81t+4,t≥0 (a) Find the velocity and acceleration functions. v(t) a(t):

Answers

To find the acceleration function, we differentiate the velocity function v(t) as follows; a(t) = v'(t) = 6t - 36. Therefore, the acceleration function of the particle is a(t) = 6t - 36.

To find the velocity and acceleration functions, we need to differentiate the position function, s(t), with respect to time, t.

Given: s(t) = t^3 - 18t^2 + 81t + 4

(a) Velocity function, v(t):

To find the velocity function, we differentiate s(t) with respect to t.

v(t) = d/dt(s(t))

Taking the derivative of s(t) with respect to t:

v(t) = 3t^2 - 36t + 81

(b) Acceleration function, a(t):

To find the acceleration function, we differentiate the velocity function, v(t), with respect to t.

a(t) = d/dt(v(t))

Taking the derivative of v(t) with respect to t:

a(t) = 6t - 36

So, the velocity function is v(t) = 3t^2 - 36t + 81, and the acceleration function is a(t) = 6t - 36.

The velocity function is v(t) = 3t²-36t+81 and the acceleration function is a(t) = 6t-36. To find the velocity function, we differentiate the function for the position s(t) to get v(t) such that;v(t) = s'(t) = 3t²-36t+81The acceleration function can also be found by differentiating the velocity function v(t). Therefore; a(t) = v'(t) = 6t-36. The given function s(t) = t³ - 18t² + 81t + 4 describes the position of a particle moving along a coordinate line, where s is in feet and t is in seconds.

We are required to find the velocity and acceleration functions given that t≥0.To find the velocity function v(t), we differentiate the function for the position s(t) to get v(t) such that;v(t) = s'(t) = 3t² - 36t + 81. Thus, the velocity function of the particle is v(t) = 3t² - 36t + 81.To find the acceleration function, we differentiate the velocity function v(t) as follows;a(t) = v'(t) = 6t - 36Therefore, the acceleration function of the particle is a(t) = 6t - 36.

To know more about function, visit:

https://brainly.com/question/11624077

#SPJ11

A gambling game operates as follows. A fair coin is then flipped. Let X = 0 if the coin lands heads, and let X = 1 if the coin lands tails. If the coin lands heads, then a fair die is rolled. If the coin lands tails, then a loaded die is rolled. Let Y denote the value appearing on the die roll. The loaded die is such that
Pr(Y = y|X = 1) = 0.3
y = 1,2
Pr(YyX = 1) = 0.1
y = 3,4,5,6
(a) Determine the joint probability mass function of X and Y.
(b) Compute E(X x Y).
(c)Determine the probability mass function of X.
(d)Determine the probability mass function of Y.

Answers

a) The joint probability mass function (PMF) of X and Y is

X=1  1/20  1/20  1/20  1/20  1/20  1/20

b) The expected value of X multiplied by Y  1.575.

c) The probability mass function = 1/5.

d)  Pr(Y = 1) = 11/60

Pr(Y = 2) = 11/60

Pr(Y = 3) = 9/60

Pr(Y = 4) = 9/60

Pr(Y = 5) = 9/60

Pr(Y = 6) = 9/60

a) The joint probability mass function (PMF) of X and Y is as follows:

y=1   y=2   y=3   y=4   y=5   y=6

X=0  1/12  1/12  1/12  1/12  1/12  1/12

X=1  1/20  1/20  1/20  1/20  1/20  1/20

(b) The expected value of X multiplied by Y, E(X * Y), is calculated as 1.575.

(c) The probability mass function (PMF) of X is Pr(X = 0) = 1/2 and Pr(X = 1) = 1/5.

(d) The PMF of Y is:

Pr(Y = 1) = 11/60

Pr(Y = 2) = 11/60

Pr(Y = 3) = 9/60

Pr(Y = 4) = 9/60

Pr(Y = 5) = 9/60

Pr(Y = 6) = 9/60

These probabilities indicate the likelihood of each value occurring for X and Y in the given gambling game.

Learn more about probability mass function here:

https://brainly.com/question/30765833

#SPJ11

Let {bn} be a sequence such that bn =
n1/n. Show that bn is decreasing by proving
that following:
Prove that for all natural numbers n such that n ≥ 3, (n +1)1/(n+1) ≤ n1/n if and only if (1+ 1/n)n ≤ n

Answers

(n + 1)^(1/(n + 1)) ≤ n^(1/n) if and only if (1 + 1/n)^n ≤ n. This shows that the sequence {bn = n^(1/n)} is decreasing.

To prove that the sequence {bn = n^(1/n)} is decreasing, we need to show that for all natural numbers n such that n ≥ 3, (n + 1)^(1/(n + 1)) ≤ n^(1/n) if and only if (1 + 1/n)^n ≤ n.

First, let's prove the forward direction: (n + 1)^(1/(n + 1)) ≤ n^(1/n) implies (1 + 1/n)^n ≤ n.

Assume (n + 1)^(1/(n + 1)) ≤ n^(1/n). Taking the n-th power of both sides gives:

[(n + 1)^(1/(n + 1))]^n ≤ [n^(1/n)]^n

(n + 1) ≤ n

1 ≤ n

Since n is a natural number, the inequality 1 ≤ n is always true. Therefore, the forward direction is proven.

Next, let's prove the backward direction: (1 + 1/n)^n ≤ n implies (n + 1)^(1/(n + 1)) ≤ n^(1/n).

Assume (1 + 1/n)^n ≤ n. Taking the (n + 1)-th power of both sides gives:

[(1 + 1/n)^n]^((n + 1)/(n + 1)) ≤ [n]^(1/n)

(1 + 1/n) ≤ n^(1/n)

We know that for all natural numbers n, n ≥ 3. So we can conclude that (1 + 1/n) ≤ n^(1/n). Therefore, the backward direction is proven.

Since we have proven both directions, we can conclude that (n + 1)^(1/(n + 1)) ≤ n^(1/n) if and only if (1 + 1/n)^n ≤ n. This shows that the sequence {bn = n^(1/n)} is decreasing.

Learn more about sequence here :-

https://brainly.com/question/33469806

#SPJ11

Can you give me the answer to this question

Answers

Answer:

a = 3.5

Step-by-step explanation:

[tex]\frac{4a+1}{2a-1}[/tex] = [tex]\frac{5}{2}[/tex] ( cross- multiply )

5(2a - 1) = 2(4a + 1) ← distribute parenthesis on both sides

10a - 5 = 8a + 2 ( subtract 8a from both sides )

2a - 5 = 2 ( add 5 to both sides )

2a = 7 ( divide both sides by 2 )

a = 3.5

Write Equations of a Line in Space Find a vector parallel to the line defined by the parametric equations ⎩x(t)=−3+6t
⎨y(t)=−5+5t
⎧z(t)=5−6t
Additionally, find a point on the line. Parallel vector (in angle bracket notation): Point:

Answers

The Parallel vector (in angle bracket notation): $\begin{pmatrix}6\\5\\-6\end{pmatrix}$Point: $(-3,-5,5)$[/tex]

The given parametric equations define a line in the 3-dimensional space.

To write the equations of a line in space, we need a point on the line and a vector parallel to the line.

Vector parallel to the line:

We note that the coefficients of t in the parametric equations give the components of the vector parallel to the line.

So, the parallel vector to the line is given by

[tex]$\begin{pmatrix}6\\5\\-6\end{pmatrix}$[/tex]

Point on the line:

To get a point on the line, we can substitute any value of t in the given parametric equations.

Let's take [tex]$t=0$[/tex].

Then, we get [tex]$x(0)=-3+6(0)=-3$ $y(0)=-5+5(0)=-5$ $z(0)=5-6(0)=5$[/tex]

So, a point on the line is [tex]$(-3,-5,5)$[/tex].

Therefore, the equation of the line in space is given by:[tex]$\begin{pmatrix}x\\y\\z\end{pmatrix}=\begin{pmatrix}-3\\-5\\5\end{pmatrix}+t\begin{pmatrix}6\\5\\-6\end{pmatrix}$Parallel vector (in angle bracket notation): $\begin{pmatrix}6\\5\\-6\end{pmatrix}$Point: $(-3,-5,5)$[/tex]

For more related questions on Parallel vector:

https://brainly.com/question/31140426

#SPJ8

Other Questions
what is required to include on an ABN form? Produce a vector field using StreamPlot including the four initial conditions to produce four initial-value solutions between x = -5 and x = 5. dy/ dx =1-xy y(0) = ol y(2) = 2 y(0)=-4 which of the following are important determinants of collusion in pricing games? A) HistoryB) The number of firmsC) Firm sizeD) All of the statements associated with this question are correct. Which statements about payroll taxes are true? Check all that apply.Education and infrastructure receive a portion of the funds from payroll taxes.Everyone pays the same percentage, regardless of income. Payroll taxes are progressive based on income. Payroll taxes support Social Security and Medicare. Employers pay a set percentage of payroll taxes. in which section of the research report might the problem statement be located? group of answer choices implications literature review methods results the compressor in the refrigerator has a protective device that keeps it from overloading and damaging itself. this device is called a(n) ____. Company SBS9 is evaluating the following list of Investments. Required Investment RM ROIC Project A 40 16% Project B 40 13.50% Project C 20 13% Total Investment 100 The target capital structure is to use 50% Debt and 50% Equity. Net Income last year was RM40 and the company intends to pay dividends to the amount of RM10. The interest rate that banks will charge for any amount of loans is 8%. The Corporate Tax Rate is 30%. Fixed deposits rates in the market is currently 3%. This rate is considered risk free (RF). The stock market is forecasted to provide a return of 15% which will be used as the required return from the market. The unlevered beta for the company is 0.8. Any new shares issue will be charge a 3% flotation cost. Required:a. What is the amount of the first stage financing using the intended capital structure and that the company needs to pay the dividends payment.b. Calculate the leverage beta at the first stage of financing?c. Calculate the cost of equity at the first stage of financing?d. Calculate the cost of equity after the first stage of financing?e. Calculate the Weighted Average Cost of Capital at the first financing stage and the second financing stage?f. Explain whether each of the project can be chosen. Explanation must include the cost of capital of the project.g. Based on the answer in part f, what is the total amount of investment. The contra account used to record depreciation is (1) depreciation. (Enter only one word.) 1. What significant changes have occurred over the past two years that have altered the global marketplace? How is this different than in the past? 2. What role does faith play in the global marketplace? In an Edgeworth box, suppose that the preferences of the two consumers are represented by lines (and not curves) with different marginal rates of substitution (the slopes of the lines are different). In this case, the competitive market equilibrium is necessarily:A. On the price line that goes through the initial endowmentB. an allocation with all units of one good for one consumer, and all units of the other good for the other consumerC. impossible to findD. the initial endowmentE. an allowance on the edges of the Edgeworth box 6. How many keys are required for secure communication between 10 users? a. In asymmetric cryptography b. In symmetric cryptography -8 10=A) -18B) -80C) 18D) 80E) None Suppose that 95% of all registered voters in a certain state favor banning the release of information from exit polls in presidential elections until after the polls in that state close. A random sample of 25 registered voters is to be selected. Let x = number of registered voters in this random sample who favor the ban. (Round your answers to three decimal places.)(a) What is the probability that more than 20 voters favor the ban?x(b) What is the probability that at least 20 favor the ban?(c) What is the mean value of the number of voters who favor the ban?What is the standard deviation of the number of voters who favor the ban?(d) If fewer than 20 voters in the sample favor the ban, is this inconsistent with the claim that at least) 95% of registered voters in the state favor the ban? (Hint: Consider P(x < 20) when p= 0.95.)Since P(x < 20) =, it seems unlikely that less 20 voters in the sample would favor the ban when the true proportion of all registered voters in the state who favor the ban is 95%. with the claim that (at least) 95%. of registered voters in the state favor the ban.This suggests this event would be inconsistent Write 1.86 \times 10^{0} without exponents. in a metabolic pathway, succinate dehydrogenase catalyzes the conversion of succinate to fumarate. the reaction is inhibited by malonic acid, a substance that resembles succinate but cannot be acted upon by succinate dehydrogenase. increasing the amount of succinate molecules to those of malonic acid reduces the inhibitory effect of malonic acid. which of the following statements correctly describes the role played by molecules described in the reaction? say i have the following actions:class Action(Enum):ATTACK = auto()SWAP = auto()HEAL = auto()SPECIAL = auto()def battle(self, team1: PokeTeam, team2: PokeTeam) -> int:"""this def battle function needs to make the two teams choose either one of the actions from class Action(Enum), and then in order it must handle swap,special,heal and attack actions in order. Assign distancePointer with the address of the greater distance. If the distances are the same, then assign distancePointer with nullptr.Ex: If the input is 37.5 42.5, then the output is:42.5 is the greater distance.#include #include using namespace std;int main() {double distance1;double distance2;double* distancePointer;cin >> distance1;cin >> distance2;/* Your code goes here */if (distancePointer == nullptr) {cout MacroeconomicsIs there any evidence of unemployment associated with thebusiness cycle in Switzerland, Germany, Argentina and Ukraine? RA=1%+1.2RM R-square =.576 Residual standard deviation =10.3% RB=2%+0.8RM R-square =.436 Residual standard deviation =9.1% Q#3: [15 PONITS] Using the two assets in question 3 above, assuming that the coefficient of risk aversion (A)and the correlation of the two assets are 4 and 0.6, respectively, find the portfolio that maximizes the individual's utility given below: U=E(rP)21AP2 [Hint: first define E(rP) and P2 as a function of the two assets and substitute them in the utility function before you optimize it] e: Avoiding ethnocentrism is important for listeners as well as for speakers. True or False: To improve listening you should think of listening as a passive process. True or False: You should never cite an article in your speech on the basis of the abstract alone 4. True or false: A speech of presentation is a speech that introduces the main speaker to the audience. 5. True or False: Listeners usually find generalizations more interesting and convincing than specific statements. 6. True or False: A hypothetical example is an example that describes an imaginary or fictitious situation. 7. True or false: A speech that pays tribute to a person, group, institution, or idea is known as a commemorative speec h. 8. True or False: Research show that a well-organized speech can increase the speaker's competence and trustworthiness in the mind of listeners. 9. True or false: A five-step method for directing discussion in a problem-solving small group is known as a panel discussion. 10. True or False: Most speech should have six to ten main points. 11. True or False: The conclusion should usually make up about 25% of your speech 12. True or False: For the sake of clarity, you should usually employ the generic "he" when speaking in public 13. True or false: Speakers should try to include full sentences in their visual aids so that the audience can easily follow along with what is being said in the speech. 14. The three types of credibility can change during the course of a speech. Which type of credibility is granted to a speaker before she or he starts to speak? a. initial credibility b. derived credibility c. terminal credibility d. goodwill