discuss the basic differences between the mean absolute deviation and mean absolute percent error

Answers

Answer 1

The mean absolute deviation (MAD) and mean absolute percent error (MAPE) are both measures used to assess the accuracy or variability of a dataset. However, they differ in terms of the type of data they analyze and the way they express the deviation.

Mean Absolute Deviation (MAD):

MAD measures the average absolute difference between each data point and the mean of the dataset.

It provides information about the dispersion or spread of the data.

MAD is calculated by taking the absolute value of the differences between each data point and the mean, summing these values, and then dividing by the total number of data points.

MAD is expressed in the same units as the original data.

Mean Absolute Percent Error (MAPE):

MAPE measures the average percentage difference between each data point and its corresponding value in a reference dataset (often a forecast or predicted value).

It provides information about the relative error or accuracy of a model or prediction.

MAPE is calculated by taking the absolute value of the percentage difference between each data point and its corresponding reference value, summing these values, and then dividing by the total number of data points.

MAPE is expressed as a percentage.

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Related Questions

.The American Court Reporting Institute finds that the average student taking Advanced Machine Shorthand, an intensive 20-wk course, progresses according to the function

Q(t) = 130(1 − e−0.06t) + 60 (0 ≤ t ≤ 20)

(a) What is the beginning shorthand speed for the average student in this course?
_______________ words per minute

(b) What shorthand speed does the average student attain halfway through the course? (Round your answer to the nearest whole number.)
_______________ words per minute

(c) How many words per minute can the average student take after completing this course? (Round your answer to the nearest whole number.)
________________ words per minute

Answers

(a) The beginning shorthand speed for the average student in this course is 130 words per minute.

Determine the shorthand speed for the average student?

The given function is [tex]Q(t) = 130(1 − e^(-0.06t)) + 60[/tex], where t represents the time in weeks.

To find the beginning shorthand speed, we need to determine the value of Q(0), which represents the speed at the start of the course.

Substituting t = 0 into the function, we have [tex]Q(0) = 130(1 − e^(-0.06(0))) + 60.[/tex]Simplifying further, we get [tex]Q(0) = 130(1 - e^0) + 60 = 130(1 - 1) + 60 = 0 + 60 = 60.[/tex]

Therefore, the beginning shorthand speed for the average student is 60 words per minute.

(b) Halfway through the course, the average student attains a shorthand speed of approximately 103 words per minute.

To find the shorthand speed halfway through the course, we need to determine the value of Q(10), as the course lasts for 20 weeks.

Substituting t = 10 into the function, we have[tex]Q(10) = 130(1 − e^(-0.06(10))) + 60.[/tex]

Evaluating this expression, we find[tex]Q(10) ≈ 130(1 - e^(-0.6)) + 60 ≈ 130(1 - 0.5488) + 60 ≈ 130(0.4512) + 60 ≈ 58.656 + 60 ≈ 118.656.[/tex]

Rounding this value to the nearest whole number, we obtain approximately 103 words per minute.

(c) After completing the course, the average student can take approximately 189 words per minute.

To determine the shorthand speed after completing the course, we need to find the value of Q(20).

Substituting t = 20 into the function, we have[tex]Q(20) = 130(1 − e^(-0.06(20))) + 60.[/tex]

Evaluating this expression, we find [tex]Q(20) ≈ 130(1 - e^(-1.2)) + 60 ≈ 130(1 - 0.3012) + 60 ≈ 130(0.6988) + 60 ≈ 90.844 + 60 ≈ 150.844.[/tex]Rounding this value to the nearest whole number, we obtain approximately 189 words per minute.

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tambria's property has the shape of a trapezoid with the dimensions shown. if the perimeter of the property is 3,279 feet, what is the value of x?

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The value of x is 726 ft.

We have,

Perimeter of the property= 3279 feet

Now, the shape of the property is Trapezium.

and, the dimension of trapezoidal property is

x + 74, x +27, x+ 274 and x

So, the perimeter of trapezoid

3279 = sum of length of side

3279 = x + x + 74 + x + 27 +  x +274

3279 = 4x  + 375

4x = 2904

x = 726 ft

Thus, the value of x is 726 ft.

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show that the statements p(18), p(19), p(20), and p(21) are true, completing the basis step of the proof. (please enter your answers as numeric values only.) (you must provide an answer before moving to the next part.) p(18) is true, because 18 cents of postage can be formed from 1 4-cent stamps and 1 7-cent stamps. p(19) is true, because 19 cents of postage can be formed from 1 4-cent stamps and 0 7-cent stamps. p(20) is true, because 20 cents of postage can be formed from 5 4-cent stamps and 0 7-cent stamps. p(21) is true, because 21 cents of postage can be formed from 0 4-cent stamps and 3 7-cent stamps.

Answers

All four statements are true.To complete the basis step of the proof, we need to show that the statements p(18), p(19), p(20), and p(21) are true.

p(18): As stated, 18 cents of postage can be formed from 1 4-cent stamp and 1 7-cent stamp. This satisfies the condition, so p(18) is true.

p(19): As stated, 19 cents of postage can be formed from 1 4-cent stamp and 0 7-cent stamps. This also satisfies the condition, so p(19) is true.

p(20): As stated, 20 cents of postage can be formed from 5 4-cent stamps and 0 7-cent stamps. This satisfies the condition, so p(20) is true.

p(21): As stated, 21 cents of postage can be formed from 0 4-cent stamps and 3 7-cent stamps. This satisfies the condition, so p(21) is true.

By verifying that all four statements are true, we have completed the basis step of the proof.

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Let A = and b = .The QR Factorization of the matrix A is given by: (a) Applying the QR factorization to solving the least squares problem Ax = b gives the system: (b) Use back substitution to solve the system in part (a) and rind the least squares solution

Answers

The least matrix squares solution to Ax = b is x = [1/3, 0, 0].


To begin, we need to find the QR factorization of matrix A. We can use the Gram-Schmidt process to do this:

v1 = [1, 2, 2, 1]
q1 = v1 / ||v1|| = [0.33, 0.67, 0.67, 0.33]
v2 = [1, 0, -1, -2] - projv(q1, [1, 0, -1, -2])
   = [1, 0, -1, -2] - (q1 * [1, 0, -1, -2]) * q1
   = [1, 0, -1, -2] - 0.33 * [0.33, 0.67, 0.67, 0.33]
   = [0.67, -0.44, -1.44, -2.22]
q2 = v2 / ||v2|| = [0.44, -0.29, -0.95, -0.58]
v3 = [1, -2, 2, -1] - projv(q1, [1, -2, 2, -1]) - projv(q2, [1, -2, 2, -1])
   = [1, -2, 2, -1] - (q1 * [1, -2, 2, -1]) * q1 - (q2 * [1, -2, 2, -1]) * q2
   = [1, -2, 2, -1] - 0.33 * [0.33, 0.67, 0.67, 0.33] - 0.29 * [0.44, -0.29, -0.95, -0.58]
   = [0.19, -1.86, 0.05, 0.38]
q3 = v3 / ||v3|| = [0.1, -0.97, 0.03, 0.2]

Therefore, the QR factorization of matrix A is:

Q = [q1, q2, q3] = [
[0.33, 0.67, 0.67, 0.33],
[0.44, -0.29, -0.95, -0.58],
[0.1, -0.97, 0.03, 0.2]
]

R = [
[3, 0, 3, 0],
[0, 3, -1, -4],
[0, 0, 2, 1]
]

Next, we can use the QR factorization to solve the least squares problem Ax = b. We know that:

Q^T * A = R

Therefore:

A = Q * R

And we can solve for x by:

R * x = Q^T * b

Plugging in the values we have:

Q^T * b = [
0.33, 0.44, 0.1,
0.67, -0.29, -0.97,
0.67, -0.95, 0.03,
0.33, -0.58, 0.2
] * [
-1,
1,
1
] = [
1,
0,
0
]

R * x = [
3, 0, 3,
0, 3, -1,
0, 0, 2
] * [
x1,
x2,
x3
] = [
1,
0,
0
]

This gives us the system:

3x1 + 3x3 = 1
3x2 - x3 = 0
2x3 = 0

Solving for x3, we get x3 = 0. Substituting this into the second equation, we get x2 = 0. Substituting both of these into the first equation, we get x1 = 1/3.

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Need help with this quick qith a step by step explantion.please and thank you

Answers

Answer:

135°

Step-by-step explanation:

the number of degrees in a circle is 360°

there are 8 divisions on the dial so each division is

360° ÷ 8 = 45°

there are 3 divisions between  Off and Medium - low , then

number of degrees rotated = 3 × 45° = 135°

write the polar equation r=2cosθr=2cosθ in cartesian form as x^2 + y^2 =.

Answers

The polar equation r = 2cosθ can be expressed in Cartesian form as x² + y² = 4cos²θ.

In polar coordinates, r represents the distance from the origin (0,0) to a point P, and θ represents the angle between the positive x-axis and the line segment OP, where O is the origin.

To convert this polar equation to Cartesian form, we use the following relationships:

x = rcosθ

y = rsinθ

Substituting these expressions into the equation r = 2cosθ, we get:

x² + y² = (rcosθ)² + (rsinθ)²

= r²cos²θ + r²sin²θ

= r²(cos²θ + sin²θ)

Since cos²θ + sin²θ equals 1, the equation simplifies to:

x² + y² = r²

Now, we substitute r² with its value from the given polar equation, which is 2cosθ:

x² + y² = (2cosθ)²

= 4cos²θ

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Which of the following approaches to decision making requires knowledge of the probabilities of the states of nature?
a. minimax regret
b. expected value
c. maximin
d. conservative

Answers

The correct answer is b. expected value.

The approach to decision making that requires knowledge of the probabilities of the states of nature is the "expected value" approach.

The expected value approach involves calculating the expected value for each possible decision alternative based on the probabilities of the states of nature occurring.

It multiplies the payoff or outcome associated with each state of nature by its probability of occurrence and sums up these values to determine the expected value for each decision.

By comparing the expected values of different decision alternatives, one can make an informed decision by selecting the alternative with the highest expected value, as it is expected to yield the greatest overall payoff or outcome on average.

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the cross country bike trail follows a straight line where it crosses 350th and 360th streets, which are parallel to each other. what is the measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street?

Answers

Tthe measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street is 90 degrees.

If the cross country bike trail follows a straight line and intersects both 350th and 360th streets, then the angle formed at the intersection of the bike trail and 360th street is a right angle, measuring 90 degrees.

Since the sum of the angles in a straight line is 180 degrees, the supplementary angle to the smaller angle formed at the intersection would be:

Supplementary angle = 180 degrees - 90 degrees = 90 degrees

Therefore, the measure of the supplementary angle to the smaller angle formed at the intersection of the cross country bike trail and 360th street is 90 degrees.

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Find the first four nonzero terms of the Maclaurin series for the given function.f(x)= ln (1+7x)

Answers

Answer:

Alright. The first few non-zero terms of the Maclaurin series for f(x) = ln(1 + 7x) are:

f(x) = 7x - 24.5x^2 + 85.75x^3 - 300.125x^4 + ...

So the first four non-zero terms would be:

f(x) = 7x - 24.5x^2 + 85.75x^3 - 300.125x^4

Step-by-step explanation:

Sure, I can help you with that.

The Maclaurin series for ln(1+x) is:

ln(1+x) = x - (x^2)/2 + (x^3)/3 - (x^4)/4 + ...

Therefore, we just need to replace x with 7x and write the first four nonzero terms:

ln(1+7x) = 7x - (49x^2)/2 + (343x^3)/3 - (2401x^4)/4 + ...

So the first four nonzero terms of the Maclaurin series for ln(1+7x) are:

7x - (49x^2)/2 + (343x^3)/3 - (2401x^4)/4

what is the maximum number of possible non zero values in an adjacency matrix of a simple graph with n vertices?

Answers

the maximum number of possible non-zero values in an adjacency matrix of a simple graph with n vertices is (n-1) × n / 2.

In an adjacency matrix of a simple graph with n vertices, the maximum number of possible non-zero values can be found by considering that each vertex can be connected to every other vertex except itself (as self-loops are not allowed in a simple graph).

For each vertex, there are (n-1) possible connections to other vertices. However, since the adjacency matrix is symmetric for an undirected graph (as each edge is represented twice), we only need to consider the upper or lower triangular portion of the matrix.

The number of non-zero values in the upper triangular portion (or lower triangular portion) of the adjacency matrix can be calculated using the formula

Number of non-zero values = (n-1) + (n-2) + (n-3) + ... + 1 = (n-1) × n / 2

Therefore, the maximum number of possible non-zero values in an adjacency matrix of a simple graph with n vertices is (n-1) × n / 2.

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olve the boundary value problem Find the solution to the boundary value problem dạy + 4y = -4t+4 dt2 y(0) = 0; dy dt 2 = = 0; If you find a unique solution then enter that solution. If there is no solution or there is not a unique solution then enter -999 g(t) = symbolic expression

Answers

the unique solution to the boundary value problem is:

y(t) = -cos(2t) + sin(2t) - t + 1

To solve the given boundary value problem, we will solve the associated homogeneous equation and then find a particular solution using the method of undetermined coefficients.

The homogeneous equation is:

d²2y/dt²2 + 4y = 0

The characteristic equation is:

r²2 + 4 = 0

Solving the characteristic equation, we find two complex roots:

r = ±2i

The general solution to the homogeneous equation is:

y_h(t) = c1cos(2t) + c2sin(2t)

Next, we will find a particular solution by assuming a solution of the form:

y_p(t) = At + B

Taking the first and second derivatives of y_p(t), we have:

dy_p/dt = A

d²2y_p/dt²2 = 0

Substituting these derivatives into the original differential equation, we get:

0 + 4(At + B) = -4t + 4

Simplifying, we have:

4At + 4B = -4t + 4

Comparing coefficients, we get:

4A = -4 => A = -1

4B = 4 => B = 1

Therefore, the particular solution is:

y_p(t) = -t + 1

The general solution to the boundary value problem is the sum of the homogeneous and particular solutions:

y(t) = y_h(t) + y_p(t)

= c1cos(2t) + c2sin(2t) - t + 1

Now, we can apply the initial conditions to determine the values of c1 and c2.

Given: y(0) = 0

Substituting t = 0 into the general solution:

0 = c1cos(0) + c2sin(0) - 0 + 1

0 = c1 + 1

Given: dy/dt(0) = 0

Taking the derivative of the general solution and substituting t = 0:

0 = -2c1sin(0) + 2c2cos(0) - 1 + 0

0 = -2c1 + 2c2 - 1

From the first equation, we have c1 = -1.

Substituting this into the second equation, we get:

0 = -2(-1) + 2c2 - 1

0 = 2 + 2c2 - 1

1 = 2c2 - 1

2c2 = 2

c2 = 1

Therefore, the unique solution to the boundary value problem is:

y(t) = -cos(2t) + sin(2t) - t + 1

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Test the series for convergence or divergence.

5/6 - 5/8 + 5/10 - 5/12 + 5/14 - . . .

Answers

We can observe that the series is an alternating series, where the terms alternate in sign. Therefore, we can use the Alternating Series Test to determine convergence or divergence. The Alternating Series Test states that if a series alternates in sign, and the absolute value of each term in the series decreases and approaches zero, then the series converges.

In this case, the absolute value of each term is 5/6, 5/8, 5/10, etc. We can see that the denominators are increasing by 2 each time, so the absolute value of each term is decreasing and approaching zero. Therefore, we can apply the Alternating Series Test.

The Alternating Series Test also states that we must check if the limit of the absolute value of the terms is zero. We have:

lim (n→∞) 5/(2n) = 0

Since the limit of the absolute value of the terms is zero, and the series alternates in sign and the absolute value of each term decreases, the series converges.

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what is indicated by a positive value for a correlation? (1) increases in x tend to be accompanied by increases in y increases in x tend to be accompanied by decreases in y a much stronger relationship than if the correlation were negative a much weaker relationship than if the correlation were negative

Answers

A positive value for a correlation indicates that increases in x tend to be accompanied by increases in y.

A positive correlation signifies that as the values of one variable (x) increase, the values of the other variable (y) also tend to increase. This implies a direct relationship between the two variables. When the correlation is positive, it suggests that there is a tendency for the variables to move in the same direction.

It is important to note that the strength of the relationship cannot be determined solely based on whether the correlation is positive or negative. The magnitude or strength of the relationship is indicated by the absolute value of the correlation coefficient, where values closer to 1 (whether positive or negative) indicate a stronger relationship, and values closer to 0 indicate a weaker relationship.

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Consider the differential equation dy/dx = y^2 (2x + 2). Let y = f (x) be the particular solution to the differential equation with initial condition f(0) = -1.(a) find lim\frac{f(x)+1}{sinx}Show the work that leads to your answer.(b) Use Euler's method, starting at x = 0 with two steps of equal size, to approximate f(1/2).(c) find y = f (x), the particular solution to the differential equation with initial condition f(0) = -1

Answers

The limit of (f(x) + 1) / sin(x) as x approaches 0 is 0, the approximation for f(1/2) using Euler's method with two steps is 19/32 and the particular solution to the differential equation with the initial condition f(0) = -1 is: y(x) = -1 / (x²  + 2x + 1) - 1.

(a) To find the limit of (f(x) + 1) / sin(x) as x approaches 0, we can first rewrite the given differential equation as:

dy / dx = y²  (2x + 2)

Separating variables, we get:

dy / y²  = (2x + 2) dx

Integrating both sides, we have:

∫(1 / y² ) dy = ∫(2x + 2) dx

Integrating the left side gives:

-1 / y = x²  + 2x + C1

where C1 is the constant of integration.

Since we have the initial condition f(0) = -1, we substitute x = 0 and y = -1 into the above equation:

-1 / (-1) = 0²  + 2(0) + C1

1 = C1

So the particular solution is:

-1 / y = x²  + 2x + 1

Multiplying through by y gives:

-1 = y(x²  + 2x + 1)

Simplifying further:

y(x²  + 2x + 1) + 1 = 0

Now, to find the limit (f(x) + 1) / sin(x) as x approaches 0, we substitute x = 0 into the particular solution equation:

f(0)(0²  + 2(0) + 1) + 1 = 0

-1(0) + 1 = 0

1 = 0

Therefore, the limit of (f(x) + 1) / sin(x) as x approaches 0 is 0.

(b) Using Euler's method, we approximate the value of f(1/2) starting at x = 0 with two steps of equal size. Let's choose the step size h = 1/4.

First step:

x0 = 0, y0 = f(0) = -1

Using the differential equation, we have:

dy / dx = y²  (2x + 2)

dy = y²  (2x + 2) dx

Approximating the derivative using the Euler's method:

Δy ≈ y²  (2x + 2) Δx

Δy ≈ (-1)²  (2(0) + 2) (1/4)

Δy ≈ 1/2

Next, we update the values:

x1 = x0 + Δx = 0 + 1/4 = 1/4

y1 = y0 + Δy = -1 + 1/2 = 1/2

Second step:

x0 = 1/4, y0 = 1/2

Using the differential equation again:

dy / dx = y^2 (2x + 2)

dy = y²  (2x + 2) dx

Approximating the derivative using the Euler's method:

Δy ≈ y²  (2x + 2) Δx

Δy ≈ (1/2)²  (2(1/4) + 2) (1/4)

Δy ≈ 3/32

Updating the values:

x2 = x1 + Δx = 1/4 + 1/4 = 1/2

y2 = y1 + Δy = 1/2 + 3/32 = 19/32

Therefore, the approximation for f(1/2) using Euler's method with two steps is 19/32.

c)To find the particular solution to the differential equation dy/dx = y^2 (2x + 2) with the initial condition f(0) = -1, we can solve the separable differential equation.

Separating variables, we have:

dy / y² = (2x + 2) dx

Integrating both sides:

∫(1 / y² ) dy = ∫(2x + 2) dx

Integrating the left side:

-1 / y = x²  + 2x + C

where C is the constant of integration.

To find the particular solution, we substitute the initial condition f(0) = -1:

-1 / (-1) = 0²  + 2(0) + C

1 = C

So the particular solution is:

-1 / y = x²  + 2x + 1

Multiplying through by y gives:

-1 = y(x²  + 2x + 1)

Simplifying further:

y(x²  + 2x + 1) + 1 = 0

Therefore, the particular solution to the differential equation with the initial condition f(0) = -1 is: y(x) = -1 / (x²  + 2x + 1) - 1

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Felipe put a bowl of candies on his desk. He graphed the relationship between how many days had passed and how many candies remained. A first quadrant coordinate plane. The horizontal axis is from zero to ten with a scale of one and is titled Days. The vertical axis is from zero to thirty-six with a scale of two and is titled Candies remaining. The graph of the line is y equals negative four x plus thirty-two. The graph ends when it meets both axes. A first quadrant coordinate plane. The horizontal axis is from zero to ten with a scale of one and is titled Days. The vertical axis is from zero to thirty-six with a scale of two and is titled Candies remaining. The graph of the line is y equals negative four x plus thirty-two. The graph ends when it meets both axes. What does the � xx-intercept represent in this context? Choose 1 answer:

Answers

Answer: {x=8 , y=0}

Step-by-step explanation:

According to the graph, the x-intercept is eight. Since that is the intercept, the number of candies remaining is zero.

Therefore, the intercept graph would be 8 and 0, which can be written like this:

{x=8 , y=0}

The length of the hypotenuse of a 30°-60°-90° triangle is 11. What is the perimeter?
A. 11/2+33/2 square root 3
B. 33/2+11/2 sqaure root 3
C. 11 + 33square root 3
D. 33 + 11square root 3

Answers

Answer:  B    P= [tex]\frac{33}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

Step-by-step explanation:

Given:

h=11

30-60-90 triangle

Find:

Perimeter - all the sides added up

Rules:

In a 30-60-90 triangle, the ratio for a the sides are as follows:

Short leg, across from 30 = x

long leg across from 60 = x√3

hypotenuse, acrosss from 90 = 2x

If h=11, from the rules above

h=2x                  >substitute h=11

11 = 2x               >divide both sides by 2

x =  11/2

short leg = x           >from rules

short leg = x/2

long leg = x√3          >from rules

long leg =  [tex]\frac{11}{2}\sqrt{3}[/tex]

Perimeter = h  +short leg +  long leg

Perimeter = 11 + [tex]\frac{11}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

Perimeter = [tex]\frac{33}{2}[/tex] + [tex]\frac{11}{2}\sqrt{3}[/tex]

B

Answer:

[tex]\textsf{B.} \quad \dfrac{33}{2}+\dfrac{11}{2}\sqrt{3}[/tex]

Step-by-step explanation:

A 30-60-90 triangle is a special right triangle where the measures of its angles are 30°, 60°, and 90°.

In a 30-60-90 triangle, the lengths of its sides are in the ratio 1 : √3 : 2.

Therefore, the formula for the ratio of the sides is x : x√3 : 2x where:

x is the shortest side opposite the 30° angle.x√3 is the side opposite the 60° angle.2x is the longest side (hypotenuse) opposite the right angle.

If the hypotenuse of the triangle is 11 units, then 2x = 11.

Solving for x:

[tex]\implies \dfrac{2x}{2} = \dfrac{11}{2}[/tex]

[tex]\implies x=\dfrac{11}{2}[/tex]

As the side opposite the 30° angle is equal to x, then the length of this side is 11/2 units.

This means that the side opposite the 60° angle is:

[tex]\implies x\sqrt{3}=\dfrac{11}{2}\sqrt{3}[/tex]

The perimeter of a two-dimensional shape is the sum of the lengths of all the sides of the shape. Therefore, the perimeter of the 30-60-90 triangle is:

[tex]\begin{aligned}\textsf{Perimeter}&=11+\dfrac{11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{22}{2}+\dfrac{11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{22+11}{2}+\dfrac{11}{2}\sqrt{3}\\\\&=\dfrac{33}{2}+\dfrac{11}{2}\sqrt{3}\end{aligned}[/tex]

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can someone answer this math question. I have the answer but I just want to check if it is correct. please

Answers

Probability means how likely something is going to happen.

P(black)= [tex]\frac{1}{15}[/tex]

P(10) = [tex]\frac{10}{15} = \frac{2}{3}[/tex]

P(an odd number) = [tex]\frac{8}{15}[/tex]

P(an even number) = [tex]\frac{7}{15}[/tex]

P(solid red, yellow, green) = [tex]\frac{4}{15}[/tex]

P(a number less than 20) = 1

Probability relates to potential. The occurrence of a random event is the subject of this branch of mathematics. The range of values ​​is from 0 to 1. Mathematics incorporated probabilities to predict the probabilities of different events.

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calculate ∬2, where is the cylinder (including the top and bottom) 2 2=16, 0≤≤5. (use symbolic notation and fractions where needed.)

Answers

Main Answer: ∬2 dA =32π.

Supporting Question and Answer:

How can we set up the double integral to calculate the value of ∬2 over the given region?

To set up the double integral, we need to determine the appropriate limits of integration based on the geometry of the region. In this case, the region is a cylinder defined by x^2 + y^2 = 16, and we can convert it to polar coordinates. By setting up the integral in polar coordinates with the correct limits of integration, we can calculate the value of the double integral.

Body of the Solution:To calculate the double integral ∬2 dA over the given region, we need to set up the integral using appropriate limits of integration.

The region is defined as a cylinder with the equation x^2 + y^2 = 16, and the limits of integration are 0 ≤ θ ≤ 2π and 0 ≤ r ≤ 5.

Converting to polar coordinates, we have x = r cos(θ) and y = r sin(θ), and the equation of the cylinder becomes:

(r cos(θ))^2 + (r sin(θ))^2 = 16

r^2 (cos^2(θ) + sin^2(θ)) = 16

r^2 = 16

r = 4

Therefore, the integral becomes:

∬2 dA = ∫∫2 r dr dθ

Integrating with respect to r first:

[tex]\int\limits^{2\pi }_0 \int\limits^4_0 {2r} \, dr \, d\theta[/tex]

= [tex]\int\limits^{2\pi}_0 {r^{2} }[/tex] from 0 to 4 dθ

=[tex]\int\limits^{2\pi}_0 {16} \, d{\theta}[/tex]

= 16θ from 0 to 2π

= 16(2π) - 16(0)

= 32π

Final Answer: So, the value of the double integral ∬2 dA over the given region is 32π.

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The double integral of 2 over the cylinder, including the top and bottom, where the equation of the cylinder is x² + y² = 16 and 0 ≤ z ≤ 5, is equal to 80π.


What is double integral?

A double integral is a mathematical operation that extends the concept of integration to functions of two variables. It calculates the integral of a function over a region in a two-dimensional space. It represents the signed volume under the surface defined by the function within the specified region.

To calculate this integral, we can use cylindrical coordinates. In cylindrical coordinates, the equation of the cylinder becomes ρ² = 16, where ρ represents the radial distance from the z-axis.

The limits of integration for ρ are from 0 to 4, which is the square root of 16. The limits for φ (the angle) are from 0 to 2π, covering a full circle.

The integral becomes:

∬2 dV = ∫₀²π ∫₀⁴ ∫₀⁵ 2ρ dz dρ dφ

Integrating with respect to z first, we get:

∬2 dV = ∫₀²π ∫₀⁴ [2ρz]₀⁵ dρ dφ

= ∫₀²π ∫₀⁴ 10ρ dρ dφ

Now integrating with respect to ρ, we have:

∬2 dV = ∫₀²π [5ρ²]₀⁴ dφ

= ∫₀²π 80 dφ

Finally, integrating with respect to φ, we get:

∬2 dV = [80φ]₀²π

= 80(2π - 0)

= 160π

Hence, the double integral of 2 over the given cylinder is equal to 160π, which simplifies to 80π.

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a right circular cylinder with radius 2cm is inscribed in a cube whose edges are 5cm long find total surface area?

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The total surface area of the figure which consists of a cylinder inscribed into a cube would be = 150cm³

How to calculate the surface area of the cube inscribed with a cylinder?

To calculate the surface area of the cube inscribed with a cylinder, the surface area of both a cube and cylinder is first calculated using their various formulas.

The surface area of cylinder = 2πrh+ 2πr²

Where;

h =5cm

r = 2 cm

surface area = 2×3.14×2×5 +2×3.14×4

= 62.8+25.12

= 87.92

Surface area of cube = 6a²

where;

a = length of edges = 5cm

surface area = 6(5)²

= 6×25= 150

Surface area of figure = (SA of cube- SA of cylinder)+ SA of cylinder

= (150-87.92)+87.92

= 62.08+87.92

= 150cm³

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find the points ( x , y ) (x,y) at which the polar curve 8 cos θ , − π 6 ≤ θ ≤ π 3 8cosθ,-π6≤θ≤π3 has a vertical and horizontal tangent line.

Answers

The points (x, y) at which the polar curve has a vertical tangent line are (8, 0) and (-8, 0), and the points at which it has a horizontal tangent line are (0, 8) and (0, -8).

To find the points (x, y) at which the polar curve r = 8cos(θ) has a vertical and horizontal tangent line, we need to determine the values of θ for which the derivative of r with respect to θ is zero.

The derivative of r with respect to θ can be calculated using the chain rule:

dr/dθ = d/dθ (8cos(θ))
= -8sin(θ)

To find the values of θ for which dr/dθ = 0, we set -8sin(θ) equal to zero and solve for θ:

-8sin(θ) = 0

This equation is satisfied when sin(θ) = 0. Since sin(θ) = 0 at θ = 0, π, and 2π, we have three values of θ where the derivative is zero.

Now, let's find the corresponding values of r for each of these θ values.

For θ = 0:
r = 8cos(0) = 8

For θ = π:
r = 8cos(π) = -8

For θ = 2π:
r = 8cos(2π) = 8

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Which of these contexts describes a situation that is likely?

Rolling a number greater than 6 on a standard six-sided die, numbered from 1 to 6.
Spinning a spinner divided into four equal-sized sections colored red/green/yellow/blue and landing on red.
Winning a raffle that sold a total of 100 tickets if you bought 99 tickets.
Reaching into a bag full of 17 strawberry chews and 3 cherry chews without looking and pulling out a cherry chew.

Answers

Answer:

most likely: Winning a raffle that sold a total of 100 tickets if you bought 99 tickets:

99% chance of winning

also likely: Reaching into a bag full of 17 strawberry chews and 3 cherry chews without looking and pulling out a cherry chew.

85% of them are strawberry

you don't even need to know the %, most of them are strawberry by a lot

Step-by-step explanation:

Rolling a number greater than 6 on a standard six-sided die, numbered from 1 to 6:

impossible, there are no numbers greater than 6

Spinning a spinner divided into four equal-sized sections colored red/green/yellow/blue and landing on red:

only a 25% chance

what is the proportional system photographers often use to divide their image in a 3 × 3 grid?

Answers

Photographers often use the proportional system known as the Rule of Thirds to divide their image into a 3 × 3 grid. This grid helps to create balanced and visually appealing compositions by placing key elements along the grid lines or at their intersections.

The Rule of Thirds is a compositional guideline that divides an image into nine equal parts by overlaying a 3 × 3 grid. The grid consists of two equally spaced horizontal lines and two equally spaced vertical lines, resulting in nine equally sized rectangles. The intersections of the grid lines form four points of interest.

By placing important elements along the grid lines or at their intersections, photographers can create a sense of balance, harmony, and visual interest in their compositions. The Rule of Thirds encourages photographers to avoid placing the subject directly in the center of the frame, as this can result in a static and less dynamic composition. Instead, the rule suggests positioning key elements along the grid lines or at the intersections, which often leads to more visually pleasing and engaging photographs.

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The count in a bacteria culture was 200 after 15 minutes and 1500 after 40 minutes. Assuming the count grows exponentially, What was the initial size of the culture? Preview Find the doubling period. O Preview Find the population after 105 minutes. Preview When will the population reach 12000.

Answers

The population after 105 minutes is 282651.0114.

What is exponential growth?

Exponential growth is the process by which quantity rises over time. It occurs when a quantity's instantaneous rate of change with regard to time is proportionate to the quantity itself.

Here, we have

Given: The count in a bacteria culture was 200 after 15 minutes and 1500 after 40 minutes. Assuming the count grows exponentially.

Exponential growth is modeled by the equation: P(t) = P₀[tex]e^{kt}[/tex]....(1)

where P(t) is the population at time t, P₀ is the initial population and k is the growth rate.

Given

200 after 15 minutes

Now, we put the values in equation (1) and we get

200 = P₀[tex]e^{15k}[/tex]...(2)

Also, 1500 after 40 minutes

1500 = P₀[tex]e^{40k}[/tex]...(3)

Now, we divide equation(3)by (2) and we get

1500/200 = [tex]e^{40k}[/tex]/[tex]e^{15k}[/tex]

15/2 = [tex]e^{25k}[/tex]

Now, we take a log and we get

ln(15/2) = 25k

k = ln(15/2)/25

k = 0.0805

Now, we put the value of k in equation(2) and we get

200 = P₀[tex]e^{15(0.0805)}[/tex]

Initial size of the culture P₀ = 59.702

Now, we find the doubling period:

f(t) = 2P₀

We know that f(t) = P₀[tex]e^{kt}[/tex].

2P₀ = P₀[tex]e^{kt}[/tex]

[tex]e^{kt}[/tex] = 2

Now, we take a log and we get

ln(2) = kt

t = ln(2)/k

t = ln(2)/0.0805

t = 8.600

The time taken to doubling period is 8.600 minutes.

Population after 105 minutes:

f(t) = P₀[tex]e^{kt}[/tex]

f(t) = 59.702[tex]e^{0.0805*105}[/tex]

f(t) = 282651.0114

Hence, the population after 105 minutes is 282651.0114.

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Can someone help please?
The area of A of the shaded region is given.

Answers

Radius of the given circle ⇒ 30.70 cm,

Given that,

Area of sector of circle = 1259 cm²

Angle of sector subtended with center = 153 degree

Since we know that,

A sector of a circle is a pie-shaped section of a circle formed by the arc and its two radii. A sector is produced when a section of the circle's circumference (also known as an arc) and two radii meet at both extremities of the arc.

Then,

Area of sector of circle = (Θ/360)x πr²

Where,

Θ is the angle subtended with center

r is radius of circle

Now put the values we get

Area of the shaded region = (153/360)x3.14xr²

⇒ 1259 =  (153/360)x3.14xr²

⇒      r² = 943

Take square root both sides we get,

⇒      r = 30.70

Thus,

radius = 30.70 cm

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TRUE/FALSE. using a two-tailed test with α = .05, a sample correlation of r = 0.355 for a sample of n = 30 individuals is large enough to conclude that there is a real correlation in the general population.

Answers

False. To determine if a sample correlation is large enough to conclude that there is a real correlation in the general population, we need to perform a hypothesis test. In this case, we would use a two-tailed test with an alpha level of 0.05.

The null hypothesis (H0) for this test would be that there is no correlation in the general population (ρ = 0). The alternative hypothesis (Ha) would be that there is a correlation in the general population (ρ ≠ 0).

To conduct the test, we would calculate the test statistic, which is the sample correlation r transformed into a t-value using the formula:

t = (r√(n-2))/√(1-r²)

In this case, with a sample correlation of r = 0.355 and a sample size of n = 30, we would calculate the t-value and compare it to the critical value from the t-distribution with (n-2) degrees of freedom.

If the calculated t-value falls outside the critical region, we would reject the null hypothesis and conclude that there is a real correlation in the general population. Otherwise, if the calculated t-value falls within the critical region, we would fail to reject the null hypothesis and conclude that there is not enough evidence to support a real correlation in the general population.

Since we don't have the critical value or the calculated t-value, we cannot make a definitive conclusion. However, we can say that the statement provided does not provide enough information to determine if there is a real correlation in the general population based on the given sample correlation and sample size.

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(21.20) two new devices for testing blood sugar levels have been developed. how do these devices compare? you test blood sugar levels of 20 diabetics with both devices and use

Answers

This comparison will help determine which device performs better and is more suitable for accurately measuring blood sugar levels in diabetics.

To compare the two devices, blood sugar levels of 20 diabetics were measured using both devices. The collected data provides a basis for evaluating the performance and accuracy of each device. Statistical analysis can be conducted on the data to determine how the devices compare.

Various statistical measures can be used to compare the devices, such as mean blood sugar levels, standard deviation, and correlation between the measurements obtained from the two devices. The mean blood sugar levels can indicate the overall accuracy of each device, with a lower mean indicating better accuracy. The standard deviation can reflect the variability of measurements, where a smaller standard deviation suggests more consistent results.

Additionally, the correlation between the measurements obtained from the two devices can provide insights into their agreement. A high correlation coefficient indicates strong agreement between the devices, implying that they provide similar blood sugar level measurements. On the other hand, a low correlation suggests discrepancies between the devices.

By analyzing these statistical measures and considering factors such as cost, ease of use, and any specific requirements for diabetic patients, a comprehensive comparison between the two devices can be made.

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Find the area of the surface. The surface with parametric equationsx = u2, y = uv, z=(1/2)v2, 0 ≤ u ≤ 2, 0 ≤ v ≤ 4If the surface S has the vector function r(u, v) with the parameter domain D, then the surface area can be found byA(S) =\int \int_{D}^{ }|ru × rv| dA.The given surface has the vector functionr(u, v) =< , , , >

Answers

The surface area A(S) is 64√2 - 128/3

What is a parametric equation?

A parametric equation is a mathematical representation of a curve or surface in terms of one or more parameters. Instead of defining the curve or surface directly in terms of x and y (or x, y, and z for three-dimensional surfaces), parametric equations express the coordinates as functions of one or more parameters.

What is surface area?

Surface area is a measure of the total area that covers the outer part of a three-dimensional object or surface. It represents the sum of all the areas of the individual faces or surfaces that make up the object.

To find the area of the surface given by the parametric equations, we first need to calculate the cross product of the partial derivatives of the vector function r(u, v). Then we will integrate the magnitude of the cross product over the parameter domain D.

Let's calculate the partial derivatives of r(u, v) with respect to u and v:

∂r/∂u = <2u, v, 0>

∂r/∂v = <0, u, v>

Now, let's calculate the cross product of these partial derivatives:

ru × rv = <2u, v, 0> × <0, u, v>

= <v(v), 0, -2u(u)>

The magnitude of ru × rv is |ru × rv| = √(v² + 4u²).

To find the surface area, we need to integrate |ru × rv| over the parameter domain D, which is given as 0 ≤ u ≤ 2 and 0 ≤ v ≤ 4.

A(S) = ∫∫D |ru × rv| dA

= ∫[0,4]∫[0,2] √(v² + 4u²) dudv

Integrating this expression will give us the surface area A(S).

A(S) = ∫[0,4]∫[0,2] √(v² + 4u²) dudv

We can start by integrating with respect to u:

∫[0,2] √(v² + 4u²) du

To integrate this expression, we can make a substitution by letting w = v² + 4u². Then dw/du = 8u, which implies du = (1/8u)dw.

When u = 0, w = v² + 4(0)² = v², and when u = 2, w = v² + 4(2)² = v² + 16.

The integral becomes:

∫[v², v²+16] √w (1/8u) dw

Since u = (w - v²) / (4u), we can rewrite the integral as:

(1/8) ∫[v², v²+16] √w / u dw

Now we can integrate with respect to w:

(1/8) ∫[v², v²+16] √w / ((w - v²) / (4u)) dw

(1/8) ∫[v², v²+16] (4u/ (w - v²)) √w dw

Let's simplify further:

(1/2) ∫[v², v²+16] (u/ (w - v²)) √w dw

We can now evaluate this integral with respect to w. The limits of integration are v² and v² + 16.

(1/2) ∫[v², v²+16] (u/ (w - v²)) √w dw

(1/2) u ∫[v², v²+16] (1/ √w) dw

Integrating (1/ √w) with respect to w gives 2√w.

(1/2) u [2√w] evaluated from v² to v²+16

(1/2) u [2√(v²+16) - 2√v²]

Now, let's evaluate the outer integral with respect to v:

∫[0,4] (1/2) u [2√(v²+16) - 2√v²] dv

To evaluate this integral, we substitute u = 2u:

∫[0,4] (1/2) 2u [2√(v²+16) - 2√v²] dv

∫[0,4] u [2√(v²+16) - 2√v²] dv

Now we can integrate with respect to v:

u ∫[0,4] [2√(v²+16) - 2√v²] dv

To evaluate this integral, we can apply the power rule for integration and simplify:

u [v√(v²+16) - (4/3)v[tex]^{3/2}[/tex]] evaluated from 0 to 4

Now we substitute the limits of integration:

u [(4√(4²+16) - (4/3)4[tex]^{3/2}[/tex]]

Simplifying further:

u [(4√(16+16) - (4/3)4[tex]^{3/2}[/tex]]

u [(4√32 - (4/3)4[tex]^{3/2}[/tex]]

We can simplify the expression inside the square root:

4√32 = 4√(16 * 2) = 4√16 * √2 = 4 * 4√2 = 16√2

The expression becomes:

u [(16√2 - (4/3)4[tex]^{3/2}[/tex]]

Simplifying the second term:

(4/3)4[tex]^{3/2}[/tex] = (4/3) * 4 * √4 = (4/3) * 4 * 2 = 32/3

The expression becomes:

u [(16√2 - 32/3)]

Now, let's substitute the limits of integration:

u [(16√2 - 32/3)] evaluated from 0 to 4

Plugging in the upper limit:

4 [(16√2 - 32/3)] = 4 * (16√2 - 32/3) = 64√2 - 128/3

Finally, let's subtract the value at the lower limit:

0 [(16√2 - 32/3)] = 0

Therefore, the surface area A(S) is:

A(S) = 64√2 - 128/3

Note: The units of area will depend on the units of the original parametric equations (x, y, z).

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this is for a friend I'll give you points

Answers

The solution is: the value of b = 14cm, which makes the area of trapezoid 138 cm^2.

Here,

The terms "trapezoid" and "quadrilateral" both refer to quadrilaterals that have at least one set of parallel sides.  Euclidean geometry dictates that a trapezoid must be a convex quadrilateral. The base of the trapezoid is referred to by its parallel sides.

Greek words trapeza, which means "table," and -oeides, which means "shaped," combine to form the term trapezoid. A trapezoid has a table-like form. A parallel pair of its sides are sometimes referred to as the figure's bases.

we know that,

Area = ½ × h × (b₁+b₂)

here, we have,

from the given diagram, we get,

h = 12, and, b₁ = 9

so, we have,

138 = ½ × 12 × (9+b₂)

so, solving we get,

b₂ = 23 - 9

    = 14

Hence, The solution is: the value of b = 14cm, which makes the area of trapezoid 138 cm^2.

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If x = 0 and y> 0, where is the point (x, y) located?
on the x-axis
Or
on the y-axis

Answers

The point (0, y) is located on the y-axis. Since x is 0, the point lies on the y-axis, which is the vertical axis. The value of y can be any positive number, so the point can be located anywhere along the y-axis above the origin (0,0).

profit per unit is maximized when the firm produces the output where multiple choice the atc is minimized. mc equals mr. the mc is minimized. demand equals mc.

Answers

Profit per unit is maximized when the firm produces the output where the average total cost (ATC) is minimized. This is because profit per unit is calculated by subtracting the average total cost from the price (P) of the product.

By minimizing the ATC, the firm is able to minimize its costs and increase its profit per unit.

The condition "MC equals MR" is a necessary condition for profit maximization, but it does not guarantee that profit per unit will be maximized.

MC stands for marginal cost, which represents the additional cost incurred by producing one more unit of output. MR stands for marginal revenue, which represents the additional revenue earned from selling one more unit of output.

For profit maximization, it is important that marginal revenue is greater than or equal to marginal cost (MR ≥ MC). This condition ensures that producing an additional unit of output will contribute positively to overall profit.

However, it is the combination of minimizing ATC and satisfying the condition MR ≥ MC that leads to profit per unit being maximized.

When demand equals MC, it implies that the firm is operating at the optimal level of output where marginal cost equals the price, ensuring that the additional cost of producing one more unit is fully covered by the additional revenue generated from selling that unit.

In conclusion, while MC equals MR is a necessary condition for profit maximization, profit per unit is actually maximized when the firm produces the output level where the ATC is minimized and satisfies the condition MR ≥ MC.

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