given d, a and b conditionally independent, a and c conditionally independent, b and c conditionally independent. is a, b, c conditionally independent given d?

Answers

Answer 1

Yes, given the conditions provided, a, b, and c are conditionally independent given d. Conditional independence means that the probability distribution of any one of the variables is independent of the others when the conditioning variable is known.

In this case, you have the following conditional independence relationships:

1. a and b are conditionally independent given d.
2. a and c are conditionally independent given d.
3. b and c are conditionally independent given d.

To show that a, b, and c are conditionally independent given d, we need to demonstrate that the joint probability distribution of a, b, and c given d can be factored into the product of their individual conditional probability distributions.

P(a, b, c | d) = P(a | d) * P(b | d) * P(c | d)

From the given relationships, we can infer the following:

P(a, b | d) = P(a | d) * P(b | d)
P(a, c | d) = P(a | d) * P(c | d)
P(b, c | d) = P(b | d) * P(c | d)

Now, we can substitute the individual conditional probabilities from the given relationships into the expression for the joint probability distribution:

P(a, b, c | d) = P(a | d) * P(b | d) * P(c | d)

Since the joint probability distribution of a, b, and c given d can be factored into the product of their individual conditional probability distributions, a, b, and c are conditionally independent given d.

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Related Questions

Pete’s plumbing was just hired to replace the water pipes in the Johanssons house Pete has two types of pipes he can use a pipe with a radius of 8cm or a pipe with a radius of 4cm the 4 cm pipes are less expensive than the 8cm pipes for Pete to buy so Pete wonders if there are a number of 4cm pipes he could use that would give the same amount of water to the Johanssons house as one 8cm pipe

Answers

Four 4cm pipes would give the same amount of water as one 8cm pipe.

We have,

The volume of water that can flow through a pipe is directly proportional to the cross-sectional area of the pipe, which is proportional to the square of its radius.

The area of the 8cm pipe is A1 = π(8cm)²

= 64π cm².

Let x be the number of 4cm pipes that would be needed to replace the 8cm pipe.

The area of one 4cm pipe is A2 = π(4cm)² = 16π cm².

Therefore, the area of x 4cm pipes is Ax = x(16π) = 16xπ cm².

We want to find the value of x such that Ax = A1.

That is, 16xπ = 64π

Solving for x, we get:

x = (64π) / (16π) = 4

Therefore,

Four 4cm pipes would give the same amount of water as one 8cm pipe.

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write x=
(-4 1)
(-5 0)
as a product X =E1E2E3 of elementary matrices.
E1 =
E2 = ,E3 =

Answers

We calculated x by multiplying the elementary matrices E1, E2, and E3:

x = E1E2E3 =

(1 0)   (1 5)    (-1/5 0)

(4 1) * (0 1) *  (0    1) =

(-4 1)

(0 -1)

What is matrix?

A matrix is a set of numbers that are arranged in rows and columns. Rows and columns are not always present in all matrices since some of them do not follow the same rule.

To express x as a product of elementary matrices, we need to perform elementary row operations on the identity matrix until we obtain x.

Starting with the 2x2 identity matrix:

I = (1 0)

   (0 1)

We can perform the following row operations to obtain x:

1. Add 4 times the first row to the second row:

E1 = (1 0)

    (4 1)

I * E1 = (1 0)

        (4 1)

2. Add 5 times the second row to the first row:

E2 = (1 5)

    (0 1)

(I * E1) * E2 = (1 5)

               (0 1)

3. Multiply the first row by -1/5:

E3 = (-1/5 0)

(0    1)

((I * E1) * E2) * E3 = (-4 1)

(0 -1)

Therefore, we have expressed x as the product of the elementary matrices E1, E2, and E3:

x = E1E2E3 =

(1 0)   (1 5)    (-1/5 0)

(4 1) * (0 1) *  (0    1) =

(-4 1)

(0 -1)

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the figure below is reflected over x axis. what are the coordinates of the image of point v after this transformation

Answers

The point V(3, 5) is reflected over the x axis, the new point is V'(3, -5)

What is reflection?

Reflection is a type of transformation. Transformation is the movement of a point either up, left, right or down in the coordinate plane.

Reflection is a rigid transformation because it conserves the size and shape of the figure.

If a point A(x, y) is reflected over the x axis, the new point is A'(x, -y)

The coordinate of point V is (3, 5). If the point is reflected over the x axis, the new point is V'(3, -5)

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2. One candle, in the shape of a right circular cylinder, has a
height of 7.5 inches and a radius of 2 inches. What is the
volume of the candle? Show your work and round your
answer to the nearest cubic inch.
Use 3.14 for pi

Answers

The volume of the candle is approximately 94 cubic inches.

What is circular cylinder?

A circular cylinder is a three-dimensional solid object made up of two parallel and congruent circular bases and a curving surface connecting the bases.

The volume of a right circular cylinder is given by the formula:

V = πr²h

Where

V is the volumer is the radiush is the height

Substituting the given values into the formula, we get:

V = 3.14 x 2² x 7.5

V = 3.14 x 4 x 7.5

V = 94.2

Rounding to the nearest cubic inch, we get:

V ≈ 94 cubic inches

Therefore, the volume of the candle is approximately 94 cubic inches.

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AABC is rotated 90° clockwise about the origin.
-48
-16
-14
12
10
4
N
C(6. 12)
B(18,6)
A(12, 0)
24 6 8 10 12 14 16 18
What are the coordinates of B'?
A. (-18,6)
B. (-6, 18)
C. (6, 18)
D. (6, -18)

Answers

the answer is D. since when rotating 90 degrees clockwise the coordinates become (y, -x) making them (6, -18).

Let x represent number of years. The function $P\left(x\right)=10x^2+8x+600$ represents the population of Town A. In year 0, Town B had a population of 400 people. Town B's population increased by 100 people each year. From year 4 to year 8, which town's population had a greater average rate of change? Responses

Answers

Since 504 > 100, Town A had a greater average rate of change.

The given function is P(x)=10x²+8x+600 represents the population of Town A.

Here, x represent the number of years.

In year 0, Town B had a population of 400 people. Town B's population increased by 100 people each year.

P(x)=400+100x

We can calculate the average rate of change for each town by finding the difference between the population in year 8 and the population in year 4 and dividing by the number of years (4).

For Town A, we have:

P(8) - P(4) = 10(8² + 8(8) + 600 - (10(4²) + 8(4) + 600) = 2016

Average rate of change = 2016/4 = 504

For Town B, we have:

400 + (100×4) = 800

Average rate of change = 400/4 = 100

Since 504 > 100, Town A had a greater average rate of change.

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3. State whether True or False
The level of significance can be viewed as the amount of risk that an analyst will accept while making a decision
Select one:
a. True
b. False
4. State whether True or False
One of the reasons that the data might not be linearly separable is because of the experimental errors that lead to errant data points.
Select one:
a. True
b. False

Answers

Outliers can affect the performance of the classifier and make it difficult to find a linear decision boundary.

True. The level of significance in statistics refers to the probability of making a Type I error, which is rejecting a true null hypothesis. It is typically denoted as alpha and set by the analyst or researcher prior to conducting a hypothesis test. It is considered the amount of risk that an analyst is willing to take in rejecting a true null hypothesis.

True. Linear separability is the ability to classify data points in a dataset using a linear decision boundary. If a dataset is not linearly separable, it means that a linear boundary cannot accurately classify all the data points. One of the reasons why this may happen is due to experimental errors that lead to errant data points. These outliers can affect the performance of the classifier and make it difficult to find a linear decision boundary.

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Un trozo de carbon vegetal que estaba inicialmente a 180 f experimenta una disminución de temperatura de 120 f

Answers

The change in temperature of the charcoal from 180°F to 60°F is equal to a decrease of approximately 2.2 degrees Celsius.

To convert Fahrenheit to Celsius, we can use the formula:

Celsius = (Fahrenheit - 32) × 5/9

We know that the initial temperature of the charcoal was 180°F, and it experienced a temperature drop of 120°F. To find the final temperature in Fahrenheit, we can subtract 120°F from 180°F:

Final temperature in Fahrenheit = 180°F - 120°F = 60°F

Now, we can convert the final temperature from Fahrenheit to Celsius using the formula above:

Celsius = (60°F - 32) × 5/9

Celsius = (28°F) × 5/9

Celsius = -2.2222...

Rounding the result to one decimal place, we get:

Celsius = -2.2 degrees Celsius (approx.)

It's worth noting that the Celsius scale is based on the metric system, which is the standard measurement system used in most countries worldwide. In contrast, the Fahrenheit scale is primarily used in the United States and a few other countries, making it less universal. Understanding how to convert between the two scales is crucial in various scientific, engineering, and technical fields.

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Complete question:

A piece of charcoal that was initially at 180°F experiences a temperature drop of 120°F. Express this change of temperature in Celsius degrees.

Triangle BHY is shown, where m mLNYB= (3x +81)°.
H
B
a. Determine the value of x. Show your work.
Y
N

Answers

The value of x is equal to 17.

What is the exterior angle theorem?

In Mathematics, the exterior angle theorem or postulate is a theorem which states that the measure of an exterior angle in a triangle is always equal in magnitude (size) to the sum of the measures of the two remote or opposite interior angles of that triangle.

By applying the exterior angle theorem, we can reasonably infer and logically deduce that the sum of the measure of the two interior remote or opposite angles in the triangle BHY is equal to the measure of angle x (∠NYB);

m∠BHY + m∠HBY = m∠NYB

(2x + 7)° + (8x - 18)° = (4x + 91)°

10x - 11 = 4x + 91

10x - 4x = 91 + 11

6x = 102

x = 102/6

x = 17.

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Missing information:

The question is incomplete and the complete question is shown in the attached picture.

Two concentric circles form a target. The radii of the two circles measure 6 cm and 2 cm. The inner circle is the bullseye of the target. A point on the target is randomly selected. What is the probability that the randomly selected point is in the bullseye? Enter your answer as a simplified fraction in the boxes.​

Answers

The probability that the randomly selected point is in the bullseye is: 1/3

How to find the probability?

We are told that there are two concentric circles.

Now, the circles that have a common centre are referred to as concentric circles and have different radii. In other words, it is defined as two or more circles that have the same centre point. The region between two concentric circles are of different radii is known as an annulus.

Now, the bulls eye diameter of 4 cm since the radius is 2 cm

Meanwhile, the outer part forms a diameter of 8 cm.

Thus:

Probability of hitting the bulls eye = 4/12 = 1/3

Probability of hitting the outer part = 8/12 = 2/3

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16. Express the line 13x - 14y = 70 in slope intercept form

Answers

The line 13x - 14y = 70 expressed in slope-intercept form is y = (13/14)x - 5.

Here are the steps to follow:

Step 1: Start with the given equation, which is in standard form: 13x - 14y = 70.

Step 2: Solve for y to put it in slope-intercept form (y = mx + b, where m is the slope and b is the y-intercept).

First, subtract 13x from both sides of the equation:
-14y = -13x + 70

Next, divide both sides by -14:
y = (13/14)x - 5

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The blueprint for a circular gazebo has a scale of 2 inches = 5 feet. The blueprint shows that the gazebo has a diameter of 5. 1 inches. What is the actual diameter of the​ gazebo? What is its​ area?

Answers

The area of the gazebo is approximately 127.23 square feet.

To find the actual diameter of the gazebo, we need to use the scale of 2 inches = 5 feet. This means that for every 2 inches on the blueprint, the actual distance is 5 feet. Therefore, we can set up a proportion:

2 inches / 5 feet = 5.1 inches / x

where x is the actual diameter of the gazebo.

Solving for x, we get:

x = (5.1 inches * 5 feet) / 2 inches

x = 12.75 feet

So the actual diameter of the gazebo is 12.75 feet.

To find the area of the gazebo, we need to use the formula for the area of a circle:

A = π[tex]r^2[/tex]

where r is the radius of the circle. Since we know the diameter is 12.75 feet, the radius is half of that:

r = 12.75 feet / 2

r = 6.375 feet

Now we can plug in the radius to the formula for the area:

A = π(6.375 feet[tex])^2[/tex]

A = 127.23 square feet

So the area of the gazebo is approximately 127.23 square feet.

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A square with sides measuring 5 millimeters each is drawn within the figure shown. A point within the figure is randomly selected.

What is the approximate probability that the randomly selected point will lie inside the square?

5.3%

8.4%

13.3%

18.1%

Answers

Answer:

C) 13.3%

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

Area of square with side of 5 mm is:

A = a² = (5 mm)² = 25 mm²

Find total area of the figure:

A(total) = A(trapezoid) + A(triangle)A(total) = (b₁ + b₂)h/2 + bh/2A(total) = (14 + 18)(17 - 12)/2 + 18*12/2 = 80 + 108 = 188

Find the percent value of the ratio of areas of the square and full figure, which determines the probability we are looking for:

25/188*100% = 13.2978723404 % ≈ 13.3%

This is matching the choice C.

Rita has $2,276 in an account that earns 14% interest compounded annually.

To the nearest cent, how much interest will she earn in 5 years?

Answers

Answer:

$1,593

Step-by-step explanation:

I=PRT

I=$2,276×14%×5

I=1,593.2 to nearest tenth

I=$1,593

Find the volume of each rectangular prism from the given parameters.
length = 19 in ; width = 17 in ; height = 13 in
best answer gets 55 points

Answers

The volume of the rectangular prism is calculated by multiplying the length, width, and height of the prism. Therefore, the volume of the rectangular prism with length = 19 in, width = 17 in, and height = 13 in is:

19 x 17 x 13 = 4183 in³

The volume of the rectangular prism is 4183 cubic inches.

Identify the quadratic function(s). (Select all that apply). 3a - 7 = 2(7a - 3) y(y + 4) - y = 6 4b(b) = 0 (3x + 2) + (6x - 1) = 0

Answers

1.) [tex]y(y + 4) - y = 6[/tex] ✅Are Quadratic Functions.

2.)  [tex](3x + 2) + (6x - 1) = 0[/tex] ❌ Not a Quadratic Function.

3.) [tex]4b(b) = 0[/tex] ✅ Are Quadratic Functions.

4.) [tex]3a - 7 = 2 (7a - 3)[/tex] ❌ Not a Quadratic Function.

Answer:

A & C

Step-by-step explanation:

Got It right on edge.

Question 47 of 50
Which best describes the relationship between the line that passes through the points (1.-
6) and (3,-2) and the line that passes through the points (4,8) and (6, 12)?
OA. neither perpendicular nor parallel
OB. parallel
OC. same line
OD. perpendicular
2 Points
Reset Selection
Advanced Placement, AP, AP Central, College Board", and SAT are trademarks registered by the College Board,
and does not end

Answers

The linear equations are parallel.

Which is the relation between the lines?

To find the relation between the lines we need to find the slopes.

To find the slope  of the lines we take the quotient between the difference in the y-values and the x-values.

For the points (1, -6) and (3,-2) the slope is:

a = (-2 + 6)/(3 - 1) = 4/2 = 2

For  the points (4,8) and (6, 12) the slope is:

a' = (12 - 8)/(6 - 4) = 4/2 = 2

The slopes are the same ones.

Now, the first line can be written as:

y = 2x + b

Replacing the values of the first point:

-6 = 2*1 + b

-6 - 2 = b

-8 = b

The line is y = 2x - 8

For the second line:

y = 2x + b'

We replace the point (4, 8) there:

8 = 2*4 + b'

8 = 8 + b'

0 = b'

This line is y = 2x

The lines have the same slope and different y-intercept, so the lines are parallel.

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Help please and thank you for your help! :)

Answers

The volume of the triangular prism is given as follows:

V = 88.13 cm³.

How to calculate the volume?

The volume of a triangular prism is given as half the multiplication of the dimensions of the triangle, as follows:

V = 0.5 x l x w x h.

The dimensions of the triangle in this problem are given as follows:

3 cm, 5 cm and 11.75 cm.

Hence the volume of the prism is given as follows:

V = 0.5 x 3 x 5 x 11.75

V = 88.13 cm³.

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Find the diameter of circle O

Answers

The diameter of the circle is determined as 20.12 units.

What is the radius of the circle?

The radius of the circle is calculated by applying the following formula as shown below;

The let the distance between 9 and center of the circle O = x

The radius of the circle, r = 9 + x --- (1)

Draw a line from circumference from point 10 to center O, this line is the radius = r

Apply Pythagoras theorem;

r² = 10² + x² ------ (2)

From the first equation, recall, r = 9 + x

(9 + x)² = 10² + x²

81 + 18x + x² = 100 + x²

81 + 18x = 100

18x = 100 - 81

18x = 19

x = 19/18

x = 1.06

The radius of the circle = 9 + x

r = 9 + 1.06

r = 10.06

The diameter of the circle = 2r

= 2 x 10.06

= 20.12 units

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find the dimensions of the following linear spaces. (a) the space of all diagonal 5 \times 5 matrices (b) p 7 (c) the space of all lower triangular 4 \times 4 matrices

Answers

The dimension of the space of all diagonal 5x5 matrices is 5. This is because there are 5 diagonal entries in a 5x5 matrix, and each of these entries can be any scalar, making the space spanned by 5 basis vectors.

You didn't provide enough information for part (b) "p 7". Please clarify the question for that part. The dimension of the space of all lower triangular 4x4 matrices is 10. In a lower triangular matrix, all entries above the diagonal are zero. For a 4x4 matrix, there are 4+3+2+1=10 non-zero entries, which can be any scalar, making the space spanned by 10 basis vectors.

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which of the following statements about histograms are true? multiple choice a histogram is used to display qualitative data. the bars are drawn adjacent to each other because the data is continuous. the heights of the bars represent relative class frequencies. a histogram has gaps between the bars.

Answers

The statement "the heights of the bars represent relative class frequencies" is true. The correct answer is C.

A histogram is a graphical representation of the distribution of numerical data. It is commonly used to display the frequency distribution of continuous data in a graphical form.

The horizontal axis of the histogram represents the range of values of the variable being measured, and this range is divided into equal intervals called bins. The vertical axis represents the frequency, or the number of times a value appears in each bin.

The statement "the heights of the bars represent relative class frequencies" is also true. In a histogram, the height of each bar represents the frequency or count of data points that fall within each bin. This height is proportional to the frequency of data points within each bin, and it is often normalized to show the relative frequency of each bin.

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Jevonte surveyed 400 of the students in his school about their favorite color. 95% said their favorite color was red. How many students' favorite color was red?

Answers

As per the combination method, out of the 400 students surveyed, 380 students chose red as their favorite color.

To solve this problem, we can set up an equation. An equation is a statement that shows the equality between two expressions. In this case, we can write:

(Number of students who chose red) / (Total number of students) = 95/100

We can simplify 95/100 to 0.95. Multiplying both sides of the equation by 400 (the total number of students), we get:

Number of students who chose red = 0.95 * 400

Simplifying the right-hand side of the equation, we get:

Number of students who chose red = 380

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The Following correlation was found between self-reported political orientation (1= Extremely Liberal; 4 = E Extremely conservativ and support for the legalization of medical marijuana (15 Strongly Against ; 5 - Strangly Support ). Is this comvelation Significant different from 0 (no relationship in the population? a. Fully interpret the sample correlation. That is, indicate the direction, the size, and define what the correlation means in the context of these two variables. b. State the hull as well as the alternative hypothesise Be sure to include symbols as well as words. C. Identify the critical value and draw the rejection regions. Be sure to note the alpha level lice, the criterion) and degrees of freedom associated with this valve d. Calculate the appropriate t- test to answer this question e. Reject or retain the hull hypothesis, make a statement regarding the population correlation, and interpret the p-value associated with the sample correlation lie, make a Statement regarding the likely hand of the Sample correlation if the null hypothesis is true)

Answers

If the null hypothesis were true, the sample correlation would be expected to be near 0, and it is very unlikely to obtain a correlation as strong as -0.67.

a. The sample correlation between self-reported political orientation and support for the legalization of medical marijuana is r = -0.67. This negative correlation indicates that as political orientation becomes more conservative (higher score), support for the legalization of medical marijuana decreases (lower score). The correlation is moderate in size, which means that there is a meaningful relationship between these two variables.

b. The null hypothesis is that there is no correlation between self-reported political orientation and support for the legalization of medical marijuana in the population, symbolized as H0: ρ = 0. The alternative hypothesis is that there is a correlation in the population, symbolized as Ha: ρ ≠ 0.

c. The critical value for a two-tailed test with alpha level α = 0.05 and n = 30-2 = 28 degrees of freedom is ±2.048. The rejection regions are the two tails of the t-distribution with this critical value.

d. The appropriate t-test to answer this question is a two-tailed test of the population correlation coefficient using the formula: t = r√(n-2) / √(1-r^2). Plugging in the values from the sample, we get: t = -3.29.

e. We reject the null hypothesis because the calculated t-value (-3.29) falls outside the rejection region (±2.048). This means that the sample correlation is significantly different from 0, and we have evidence to support the alternative hypothesis that there is a correlation in the population. The p-value associated with the sample correlation is p < 0.01, which means that there is less than a 1% chance of obtaining a correlation as extreme as the one observed in the sample if the null hypothesis is true. This suggests strong evidence against the null hypothesis. If the null hypothesis were true, the sample correlation would be expected to be near 0, and it is very unlikely to obtain a correlation as strong as -0.67.

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There is a picnic table located along Path A. The table is located 1.5 miles along the path from the campsite. Which map shows the picnic table in the correct location?​

Answers

The map that shows the picnic table in the correct location is illustrated below.

Firstly, we need to understand the concept of scale on a map. Maps are often drawn to scale, which means that the distances between different points on the map represent a proportional distance in real life. For instance, if one inch on the map equals one mile in real life, then two inches on the map would represent two miles in real life.

To do this, we need to locate the campsite on the map and measure out 1.5 miles along Path A. Once we have done this, we can mark this location on the map as the location of the picnic table.

However, we need to make sure that we are using a map that is drawn to scale. Otherwise, we might not be able to accurately measure the distance and locate the picnic table correctly.

Therefore, we need to examine the different maps that we have and find one that is drawn to scale. Once we have found a suitable map, we can measure out the distance from the campsite to the location of the table along Path A, and mark it on the map.

Finally, we can compare the location we have marked on the map with the location of the table as described in the problem. If they match up, we have found the correct location of the table on the map.

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(a) Find the values of det(M21), det(M22), and det(M23). (M21, M22, M23 are minors)


(b) Find the values of A21, A22, and A23. (A21, A22, A23 are cofactors)


(c) Use your answers from part (b) to compute det(A)

Answers

For a matrix, [tex]A = \begin{bmatrix} 3 & 2& 4 \\ 1& -2& 3\\ 2 &3 &2 \end{bmatrix}\\[/tex]

a) The value of det(M₂₁), det(M₂₂), and det(M₂₃) are -8, -2 and 5 respectively.

b) The values of cofactors of matrix A, A₂₁, A₂₂ and A₂₃ are 8, -2 and -5 respectively.

c) The computed value of determinant, det(A) is equals to -3.

Matrix is a set of elements arranged in rows and columns in order to form a rectangular array. We have a matrix A, defined as [tex]A = \begin{bmatrix} 3 & 2& 4 \\ 1& -2& 3\\ 2 &3 &2 \end{bmatrix}\\[/tex]

We have to determine the following values :

a) The minor of matrix is exist for each element of matrix and is equal to the part of the matrix remained after removing the row and the column containing. First we determine the value Minors and then their determinant. [tex]M_{21} = \begin{bmatrix} 2& 4 \\ 3& 2\\ \end{bmatrix}\\[/tex]

det(M₂₁ ) = | M₂₁ | = 2× 2 - 4× 3 = - 8

[tex]M_{22} = \begin{bmatrix} 3& 4 \\ 2& 2\\ \end{bmatrix}\\[/tex]

det(M₂₂) = | M₂₂| = 2× 3 - 4× 2 = - 2

[tex]M_{23} = \begin{bmatrix} 3& 2 \\ 2& 3\\ \end{bmatrix}\\[/tex]

det(M₂₃ ) = | M₂₃ | = 3×3 - 2×2= 5

b) The value of cofactors of matrix A are A₂₁ = (-1)²⁺¹ M₂₁

= -(-8) = 8

A₂₂ = (-1)²⁺² M₂₂ = -2

A₂₃ = (-)²⁺³ M₂₃ = -5

c) Now, we determine the value of determinant of matrix A from part (b).

det(A) = a₂₁ A₂₁ + a₂₂ A₂₂ + a₂₃ A₂₃

= 1× 8 - 2 (-2) + 3( -5)

= -3

Hence, required value is -3.

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a gardener uses a total of 61.5 gallons of gasoline in one month. of the total amount of gasoline, was used in his lawn mowers. how many gallons of gasoline did the gardener use in his lawn mowers in the one month? to get credit, you must show all of your work. answers only will be counted as incorrect (whether it is correct or not!) question 4 options:

Answers

The gardener used 40.5 gallons of gasoline in his lawn mowers in the one month.

Let's say the amount of gasoline used in the lawn mowers is x gallons.

Then, the rest of the gasoline (61.5 - x) would have been used for other purposes.

Since the total amount of gasoline used is 61.5 gallons, we can set up an equation:

x + (61.5 - x) = 61.5

Simplifying this equation, we get:

x + 61.5 - x = 61.5

Combining like terms, we get:

61.5 = 61.5

This equation is true, so we know that our assumption that x is the amount of gasoline used in the lawn mowers is correct.

Therefore, the gardener used x = 40.5 gallons of gasoline in his lawn mowers in the one month.

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mandy collected 80 stamps last year, and collected 140 stamps this year. what was the percentage increase in her stamp collection

Answers

Answer:

75%

Step-by-step explanation:

We Know

Mandy collected 80 stamps last year.

Collected 140 stamps this year.
What was the percentage increase in her stamp collection?

We Take

(140 ÷ 80) x 100 = 175%

Then We Take

175 - 100 = 75%

So, the stamp collection increase by 75%

Suppose a researcher were to take repeated random samples of size n=144 from the population described in the previous question, calculating the mean level of education in the sample each time. In what range would 95% of the sample means fall? Now suppose the researcher has just one sample of size n=144 and does not know the true mean or standard deviation of education in the population. In the sample, the standard deviation of education is 2.4 and the mean is 12.35 years. Construct and provide the 95% confidence interval around the sample mean. Is the true population mean contained in this interval?

Answers

The true population mean of 12.5 years falls within this interval, we can say with 95% confidence that the true population mean is contained in this interval.

As the population in the previous question is normally distributed with a mean of 12.5 years and a standard deviation of 2 years, the standard error of the mean (SEM) can be calculated as:

SEM = standard deviation / sqrt(sample size) = 2 / sqrt(144) = 0.17

Therefore, the 95% confidence interval for the sample mean can be calculated as:

sample mean ± 1.96 * SEM

= 12.35 ± 1.96 * 0.17

= [12.02, 12.68]

This means that if the researcher were to take repeated random samples of size 144 from the population and calculate the mean level of education in each sample, 95% of those sample means would fall within the range of 12.02 to 12.68 years.

Now, for the second part of the question, the 95% confidence interval for the population mean can be constructed as:

sample mean ± (critical value * SEM)

where the critical value for a 95% confidence interval with 143 degrees of freedom is 1.98 (obtained from a t-distribution table).

Therefore, the 95% confidence interval for the population mean is:

12.35 ± (1.98 * (2.4 / sqrt(144)))

= [12.00, 12.70]

Since the true population mean of 12.5 years falls within this interval, we can say with 95% confidence that the true population mean is contained in this interval.

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Out of 400 people sampled, 248 preferred Candidate A. Based on this, estimate what proportion of the entire voting population (p) prefers Candidate A. Use a 95% confidence level, and give your answers as decimals, to three places. < pp

Answers

The 95% confidence interval, we can estimate that the proportion of the entire voting population (p) that prefers Candidate A is between 0.572 and 0.668, expressed as decimals to three places

To estimate the proportion (p) of the entire voting population that prefers Candidate A, we'll use the information provided and calculate the 95% confidence interval. Here are the steps:

1. Calculate the sample proportion (p_hat): Divide the number of people who preferred Candidate A (248) by the total number of people sampled (400).
  p_hat = 248 / 400 = 0.62

2. Determine the confidence level (95%) and find the corresponding z-score. For a 95% confidence level, the z-score is 1.96.

3. Calculate the margin of error (ME) using the formula:
 [tex]ME = z-score \sqrt{\frac{(p_hat)(1-p_hat)}{n} }[/tex]
  [tex]ME = 1.96 \sqrt{\frac{0.062(1-0.62)}{400} }[/tex]
  ME = 0.048

4. Calculate the 95% confidence interval:
  Lower bound = p_hat - ME = 0.62 - 0.048 =0.572
  Upper bound = p_hat + ME = 0.62 + 0.048= 0.668

Based on the 95% confidence interval, we can estimate that the proportion of the entire voting population (p) that prefers Candidate A is between 0.572 and 0.668, expressed as decimals to three places.

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how do you find 25 percent of 1,000

Answers

Answer:The 25 percent of 1000 is equal to 250. It can be easily calculated by dividing 25 by 100 and multiplying the answer with 1000 to get 250.

Step-by-step explanation:

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