Define each of the following:
a. null hypothesis
b. alternative hypothesis
c. critical values
d. rejection region
e. test statistic
f. alpha level

Answers

Answer 1

a. Null hypothesis is a statement that suggests no significant difference or relationship exists between two variables or populations. It is the starting point of hypothesis testing, and the aim is to prove it wrong.
b. Alternative hypothesis is a statement that suggests there is a significant difference or relationship between two variables or populations. It is the opposite of the null hypothesis and is supported if there is enough evidence to reject the null hypothesis.
c. Critical values are the values that divide the rejection region from the acceptance region in hypothesis testing. They are determined based on the chosen alpha level and the degrees of freedom.
d. Rejection region is the area in the distribution where the null hypothesis is rejected. It is determined by comparing the test statistic with the critical values.
e. Test statistic is a calculated value that measures the difference between the observed sample data and the expected values under the null hypothesis. It is used to determine whether the null hypothesis should be rejected.
f. Alpha level is the significance level set by the researcher, which determines the probability of rejecting the null hypothesis when it is true. It is typically set at 0.05 or 0.01, indicating a 5% or 1% chance of rejecting the null hypothesis when it is true. The alpha level is used to determine the critical values and the rejection region.

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Related Questions

1. Identify each of the following statements as true of false and explain your reasoning in full sentences. The domain of discourse is the integers.
(a) ∃x∀y(y > x)
(b) ∀y∃x(y > x)
(c) ∃x(x = 0 → x = 1)
2. Write the formal negation of the following statements. Your negation must not contain any explicit negation symbols.
(a) ∀x∃y(2 < x ≤ y)
(b) ∀y∃x(y > 0 → x ≤ 0)
3. Negate verbally:
(a) "All people weigh at least 100 pounds."
(b) "Somebody did not see any animals in the zoo"
4. If P and Q are predicates over some domain, and if it is true that∀x(P(x)∨ Q(x)), must ∀xP(x)∨∀xQ(x) also be true? Explain.

Answers

The domain of discourse is the integers is smaller integer

What is Integer?

A zero, a positive natural number, or a negative integer with a minus sign is an integer. The negative numbers are the additive inverses of their positive counterparts.

1.(a) ∃x∀y(y > x)

The statement is False

it is impossible to find a single integer x that has the property that all integer y are bigger that it. for any integer x, the integer y =x-1 is smaller

(b) ∀y∃x(y > x)

the statement is true for every integer y, we can find a integer x that is smaller, for example x=y-1

(c) ∃x(x = 0 → x = 1)

The statement is True

there exist x such that (x = 0, x=1). in this statement when we select x =1. this statement is true  regardless of x not equal to 0 therefore this statement is true if x=1 when x=1

2. (a) ∀x∃y(2 < x ≤ y)

we know

∀xP(x)=∃y(P(x))

∃xP(x)=∃y(P(x))

now apply de morgan law

∃x∀(y)=2>x v x>y

(b) ∀y∃x(y > 0 → x ≤ 0)

we know that A-B = A V B

∀y∃x (Y<0 V X< 0)

∀y∃x (Y<0 : X< 0)

3.(a) Given : All people weigh at least 100 pounds.

The negation is : Some people weigh less than 100 pounds. ( All negates to some, at least negates to less than )

(b) The statement is : Somebody did not see any animals in the zoo.

Equivalently : Somebody see no animals in the zoo.

Negation : Everybody saw some animals in the zoo. ( Somebody negates to everybody, No animals negates to some animals )

4. P(x,y): x is friends with y.

Then the given translates to " For all x there is a person y and a person z such that if y and z are not the same people that x and y are friends and x and z are friends."

The given statement is False. For every person x, we can always find two distinct persons y and z such that x is friends with y and y is friends with z. But, we reach a contradiction when we consider the case when x has only one friend. Then for that particular person x, we can find a person y such that P(x,y) but we cannot find a person z such that P(x,z). Hence, in that case, the statement is FALSE.

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50 pts and brainliest. Is the ratio of arc length to r always equal to pi? What is it equal to?

Please only answer if you know it, this is super important!! If it's right I'll mark you brainliest!

Answers

Answer:

It can sometimes be equal to π. However, it is equal to our central angle.

Step-by-step explanation:

First, recall that arc length is given by:

\(s=r\theta\)

Where s is the arc length, r is the radius, and θ is the central angle of the arc in radians.

So, the ratio of the arc length to the radius is:

\(\displaystyle \frac{r\theta}{r}\)

The radius r cancels. Hence, we are left with:

\(=\theta\)

So, the ratio of the arc length to the radius does not equal π (although it can sometimes if the central angle is π radians (or 180°)). Rather, the ratio is equivalent to the central angle.

So, for example, if we have a circle with radius 7 with a central angle of 3π/2 (this gives us an arc length of 21π/2), then the ratio of the arc length to the radius will be 3π/2 (our central angle).

Answer:

Sometimes it can be equal to π. It is equal to our central angle.

Step-by-step explanation:

Recalling arc length is given by:

Where s is the arc length, r is the radius, and θ is the central angle of the arc in radians.

So, the ratio of the arc length to the radius is:

rθ/θ

The radius r cancels. Hence, we are left with:

= θ

Given that angle a = 54° and angle b = 48°, work out x.
a
b
x
The diagram is not drawn accurately.
=
PLEASE HELP ASAP!! 20 POINTS!!

Answers

if it’s a triangle then it has to equal 180
so 48+54+x=180
48+54=102
180-102=x

x=78

I need help with this please

I need help with this please

Answers

The asymptotes for the given function are y = 1 and x = 4 respectively.

What is an asymptote?

An asymptote to any function can be defined as a line that touches the graph of the function as the coordinates of the graph approaches infinity.

\(\lim_{x \to \infty}\)The given function is R(x) = (x² - 25)/(x² - 8x + 16)

Since, the given function is not defined at  x² - 8x + 16 = 0.

The values of x can be found as below,

x² - 8x + 16 = 0

⇒ (x - 4)² = 0

⇒ x = 4

Now, \(\lim_{x \to \ 4}} R(x)\) = \(\lim_{x \to \ 4}\) (x² - 25)/(x² - 8x + 16)

                              = -9/0

                              = -∞

Hence, at x = 4 the function has a y asymptote.

Again, in order to find x asymptotes compute the following limit,

\(\lim_{x \to \infty} R(x)\) = \(\lim_{x \to \infty}\) (x² - 25)/(x² - 8x + 16)

Apply L' Hospital rule to get,

\(\lim_{x \to \infty}\) (x² - 25)/(x² - 8x + 16) =  \(\lim_{x \to \infty}\) 2x/ (2x - 8)

⇒ \(\lim_{x \to \infty}\) 2/2 = 1

Thus, the x asymptote of the function is at y = 1.

Hence, the horizontal and vertical asymptotes of the given function are  y = 1 and x = 4 respectively.

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SOCIAL SECURITY NUMBERS A Social Security number has nine digits. How many Social Security numbers are possible?

Answers

There are 10 possible digits (0-9) that can be used for each of the nine digits in a Social Security number. Therefore, the total number of possible Social Security numbers is 10^9, which is 1 billion.

A Social Security number consists of nine digits. Since each digit can be any of the numbers 0 through 9, there are 10 possible choices for each digit. To find the total number of possible Social Security numbers, you would multiply the number of choices for each digit together: 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10 × 10, which equals 1,000,000,000 (one billion) possible Social Security numbers.

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Ms. Follis and Mr. Jackamonis start in the middle of the football field in the exact same spot. Ms. Follis walks 5 feet directly north. Mr. Jackamonis walks directly east. Ms. Follis and Mr. Jackamonis are now exactly 13 feet apart. How far did Mr. Jackamonis walk?

Answers

The distance in the east direction Mr. Jackamonis after Ms Follis walks 5 feet directly north and the distance between them is 13 feet, obtained using Pythagorean Theorem is 12 feet

What is Pythagorean Theorem?

Pythagorean Theorem states that the square of the length of the hypotenuse side of a right triangle is equivalent to the sum of the squares of the lengths of the other two sides of the right triangle.

Let a represent the length of the hypotenuse side, and let b and c represent the lengths of the other two sides, then according to the Pythagorean Theorem, we get;

a² = b² + c²

The direction Ms. Follis walks = 5 feet directly north

The direction Mr. Jackamonis walks = Directly east

The distance between Ms. Follis and Mr. Jackamonis = 13 feet apart

The distance Mr. Jackamonis walks, d, can  be found using Pythagorean Theorem as follows;

13² = 5² + d²

Therefore;

d² = 13² - 5² = 144

d = √(144) = 12

d = ± 12

Distances are measured using natural numbers, therefore;

d = 12 feet

The distance Mr. Jackamonis walks, d = 12 feet

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A fencing company charges $22per foot to install a wood fence around a rectangular pool area that is 20 feet wide and 38 feet long? pls help me

Answers

We will need to find the perimeter here, since in this context we’re talking about fencing around a rectangular pool. The formula for perimeter is P = 2L + 2W. The L and W can stand for length/width which is the same as wide/long in this problem. I will now plug in the numbers. P = 2(38) + 2(20) which gives us 76 + 40. 76 + 40 is 116. Therefore, the perimeter is 116 ft.

I know that the fencing company charges $22 per foot. I can multiply 116 x 22 to give me $2552. The answer is $2552.

This question has several parts that must be completed sequentially. If you skip a part of the question, you will not receive any points for the skipped part, and you will not be able to come back to the skipped part: Tutorial Exercise Find the work done in pumping gasoline that weighs 6600 newtons per cubic meter A cylindrical gasoline tank 3 meters in diameter and 3 meters long is carried on the back of a truck and is used to fuel tractors. The axis of the tank is horizontal. The opening on the tractor tank is 5 meters above the top of the tank in the truck: Find the work done in pumping the entire contents of the fuel tank into the tractor_

Answers

The work done in pumping the entire contents of the fuel tank into the tractor is 7,021,796 joules.

What is volume of cylinder?

The volume of a cylinder V = πr²h where r is the radius of the tank and h is the height of the tank.

Here given that r = 1.5 meters and h = 3 meters, so:

V = π(1.5)²(3) = 21.2 cubic meters

Next, we can calculate the weight of the gasoline using its density and volume,

W = ρVg

where ρ is the density of gasoline (6600 N/m³), g is the acceleration due to gravity (9.81 m/s²), and W is the weight of the gasoline.

So,

W = (6600)(21.2)(9.81) = 1,404,359.2 newtons

Now we can calculate the work done in lifting this weight from the level of the truck bed to the level of the tractor tank opening. This is given by

Work = Force x Distance

where Force is the weight of the gasoline, and Distance is the vertical distance it is lifted.

The distance is given as 5 meters in the problem,

Work = 1,404,359.2 x 5 = 7,021,796 joules

Therefore, the work done in pumping the entire contents of the fuel tank into the tractor is 7,021,796 joules.

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A residual is the difference between _______.

Answers

A residual is the difference between "the measured and predicted values of the quantity of interest".

What is residuals?

In regression analysis, a residual would be the difference between an observable and anticipated value.

The formula is;

Residual = Observed value – Predicted value

Some key features regarding the residuals are-

The purpose of linear regression would be to quantify the relationship among one or so more predictor variables one and or more response variables. Linear regression selects the line that best "fits" the data, defined as least squares regression line, to do this.  This line generates a prediction for every observation in the dataset, however it is improbable that the regression line's prediction would perfectly match its observed value.The residual is the discrepancy between the predicted and the observed value. The residuals for every observation would represent the vertical distance between both the observation as well as the regression line if we plotted the observed values then overlaid the fitted regression line.

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Kayla purchased 0.1 pounds of medium binder clips and 0.2 pounds of jumbo binder clips.
What was the total cost?
if
standard paper clips-$4 per lb
jumbo binder clips-$6 per lb
colored paper clips-$5 per lb
medium binder clips- $5 per lb

Kayla purchased 0.1 pounds of medium binder clips and 0.2 pounds of jumbo binder clips.What was the total

Answers

The total cost of Kayla's purchase of 0.1 pounds of medium binder clips and 0.2 pounds of jumbo binder clips is $1.20.

To calculate the total cost, we need to determine the cost of each type of binder clip separately and then sum them up.

The cost of medium binder clips is $5 per pound, and Kayla purchased 0.1 pounds. Therefore, the cost of medium binder clips is 0.1 pounds * $5 per pound = $0.50.

The cost of jumbo binder clips is $6 per pound, and Kayla purchased 0.2 pounds. Thus, the cost of jumbo binder clips is 0.2 pounds * $6 per pound = $1.20.

Finally, to find the total cost, we add the individual costs together: $0.50 + $1.20 = $1.70.

Therefore, the total cost of Kayla's purchase of 0.1 pounds of medium binder clips and 0.2 pounds of jumbo binder clips is $1.70.

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Triangle ABC is a right triangle and cos(22.6o)=StartFraction b Over 13 EndFraction. Solve for b and round to the nearest whole number.

Triangle A B C is shown. Angle A C B is 90 degrees and angle C A B is 22.6 degrees. The length of hypotenuse A B is 13 centimeters, the length of A C is b, and the length of C B is a.

Which equation correctly uses the value of b to solve for a?

tan(22.6o) = StartFraction a Over 13 EndFraction
tan(22.6o) = StartFraction 13 Over a EndFraction
tan(22.6o) = StartFraction a Over 12 EndFraction
tan(22.6o) = StartFraction 12 Over a EndFraction

Answers

Answer:

C just took the test

Step-by-step explanation:

have a good rest of your day

Answer:

c. tan(22.6o) = StartFraction a Over 12 EndFraction

PLZ HELP ASAP
This table represents a function.


Plot points to represent the function as a graph.


x y

−3 7

0 4

3 1
8 −4

Answers

Answer:

  see attached

Step-by-step explanation:

Plot the points. The result is shown in the attachment.

PLZ HELP ASAP This table represents a function.Plot points to represent the function as a graph.x y3

Evaluate 5 12 × 3 4 Give your answer in its simplest form.

Answers

Answer:

5/16

Step-by-step explanation:

5/12 × 3/4

Multiply.

15/48

Simplify.

5/16

Why is x = 6 a solution to the proportion StartFraction 192/36=32/x?

Why is x = 6 a solution to the proportion StartFraction 192/36=32/x?

Answers

Answer:

C

Step-by-step explanation:

When you cross multiply 192 times 6 it equals 1152 and if you multiply 32 times 36 you get 1152 and 1152 is equal to 1152.

ou exercise for 30 minutes, twice each day. What approximate percentage of your day is spent on exercise?

Answers

Answer:

15 minutes

Step-by-step explanation:

Because it said two days, therefore, you divide 30 by two and then you get your answer.

Please Help:

Here are the statistics for the high temperatures in a city during October:

mean of 65.3 degrees Fahrenheit
median of 63.5 degrees Fahrenheit
standard deviation of 9.3 degrees Fahrenheit
IQR of 7.1 degrees Fahrenheit
Recall that the temperature C, measured in degrees Celsius, is related to the temperature F, measured in degrees Fahrenheit, by C=5/9(F−32).

a. Describe how the value of each statistic changes when 32 is subtracted from the temperature in degrees Fahrenheit.

b. Describe how the value of each statistic further changes when the new values are multiplied by 5/9.

c. Describe how to find the value of each statistic when the temperature is measured in degrees Celsius.

Answers

Answer:

a. Describe how the value of each statistic changes when 32 is subtracted from the temperature in degrees Fahrenheit.

a) The mean will change and other quantities remain same.

b) The mean, standard deviation and IQR change.

c) The standard deviation and IQR change.

a. When 32 is subtracted from the temperature in degrees Fahrenheit:

The mean would change by subtracting 32 from the original mean of 65.3.The median would remain the same since subtracting a constant value does not affect the relative order of the data points.The standard deviation would remain the same since it is a measure of dispersion and does not depend on the shift of the data.The IQR would remain the same since it is based on the order statistics (including the median) and is not affected by a constant shift.

b. When the new values (obtained after subtracting 32) are multiplied by 5/9:

The mean would change by multiplying the new mean by 5/9.The median would remain the same since scaling by a constant value does not affect the relative order of the data points.The standard deviation would change by multiplying the new standard deviation by 5/9 since it is a measure of dispersion and scales with the data.The IQR would change by multiplying the new IQR by 5/9 since it is based on the order statistics and scales with the data.

c. To find the value of each statistic when the temperature is measured in degrees Celsius:

The mean and median would remain the same since the Celsius scale and Fahrenheit scale have a linear relationship, and shifting or scaling the data does not affect their relative values.The standard deviation would change by multiplying the new standard deviation by 5/9 since it scales with the data.The IQR would change by multiplying the new IQR by 5/9 since it scales with the data.

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Someone, please help I'll give 10 points and brainliest to the person who answers first

Someone, please help I'll give 10 points and brainliest to the person who answers first

Answers

it's the third option. 13x - 12y + 6xy

Answer:

C.

Step-by-step explanation:

5x-12y+8x+2xy+4xy=(5x+8x)-12y+6xy=13x-12y+6xy

Which graph represents the function p(x) = |x-1|?

Answers

in absoulute graph has no hole or break in it is continous and makes a sharp corner or cusp the graph also smmetric with respect y axis first construct table then
Which graph represents the function p(x) = |x-1|?

Answer:

D

Step-by-step explanation:

Use truth tables to determine whether the argument form is valid. Indicate which columns represent the premises and which represent the conclusion, and include a sentence explaining how the truth table supports your answer. Your explanation should show that you understand what it means for a form of argument to be valid or invalid
x → y
y → z
∴ x → z

Answers

The truth table shows that whenever the premises (P1 and P2) are true, the conclusion (C) is also true. Therefore, the argument form is valid.

To determine the validity of the argument form, we can construct a truth table that includes columns for the premises and the conclusion.Let's assign truth values to the propositions x, y, and z, and evaluate the truth values of the premises and the conclusion based on the given argument form.

Premises:

P1: x → y

P2: y → z

Conclusion:

C: x → z

Here's the truth table:

x y z P1 (x → y) P2 (y → z) C (x → z)

T T T T T T

T T F T F F

T F T F T T

T F F F T F

F T T T T T

F T F T F T

F F T T T T

F F F T T T

In the truth table, we evaluate the truth values of the premises and the conclusion for all possible combinations of truth values for x, y, and z.

For the argument form to be valid, whenever the premises are true, the conclusion must also be true for all possible combinations. In other words, if we have a row where all premises are true, the conclusion must also be true in that row.

From the truth table, we can see that in every row where both premises (P1 and P2) are true, the conclusion (C) is also true. Therefore, the argument form is valid because the conclusion follows logically from the premises in all possible cases.

This demonstrates that the truth table supports the validity of the argument form.

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Plot the quadrilateral abcd under a reflection across the y axis

Plot the quadrilateral abcd under a reflection across the y axis

Answers

Answer:

the answer is down below

Step-by-step explanation:

Plot the quadrilateral abcd under a reflection across the y axis

15/2 divided by 5/3

Brainlest is one the line

Answers

Answer:

\( \frac{9}{2} \)

Step-by-step explanation:

\( \frac{15}{2} \div \frac{5}{3} = \frac{15}{2} \times \frac{3}{5} = \frac{3}{2} \times \frac{3}{1} = \frac{9}{2} \)

9 x 10^2 is how many times as much as 3 x 10^-2?

Answers

The answer is 3 X 10^-4

Answer:3*10^4

Step-by-step explanation:

3 multiply 10 to the 4 power (positive)

Solve the triangle please help me!!

Solve the triangle please help me!!

Answers

The value of the side of the triangles are;

18. 17. 89

19. y = 9. 43, x = 5. 67

How to determine the values

Using the Pythagorean theorem stating that the square of the hypotenuse side is equal to the sum of the squares of the other two sides of a triangle.

From the diagram shown, we have;

21² = 11² + x²

find the squares

441 = 121 + x²

collect the like terms

x² = 320

Find the square root

x = 17. 89

To determine the value of y

sin 59 = y/11

y = 11 × 0. 8571

y = 9. 43

To determine the value of x

11² - 9. 43² = x²

x = √32.096

x = 5. 67

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Will give brainliest. Suppose that when your friend was born, your friend's parents deposited $6000 in an account paying 4.1% interest compounded quarterly. What will the accou
balance be after 19 years?

Answers

Answer:

$13024.00

Step-by-step explanation:

Use the compound interest formula we learned in algebra 1.

Convert 0.0045 to a percent.
Select one:
0.045%
0.45%
4.5%
45%

Answers

Answer: 0.045%

Step-by-step explanation:

What is the volume of this rectangular prism?

What is the volume of this rectangular prism?

Answers

Answer:

Volume = 3

Step-by-step explanation:

l x w x h

3/2 * 4 * 1/2 = 3

I hope this helps :)

Help me please I will make brainliest

Help me please I will make brainliest

Answers

Answer:

$1,497

Step-by-step explanation:

I hope this helps!

Answer:

Question 1 answer: B

Question 2: 30,300 tax is 757.5 so they earn 29542 dollars 5 ceents

question 3: tax is 2234 they make 53615

the largest of the following integers which divides each of the numbers of the sequence $1^5 - 1,\, 2^5 - 2,\, 3^5 - 3,\, \cdots, n^5 - n, \cdots$ is:

Answers

The sequence's numbers are all multiples of 30. Every number can be divided by 30.

If two integers are divided equally, leaving no remainder, then we say that one integer divides the other (we sometimes say, "with no remainder," but that is not technically correct). Mathematicians express this more explicitly as follows: If a and b are integers (with a not zero), then a divides b if c is an integer such that b = ac. Sequence: 1 51, 2 52,....., n 5n,....n 5n=n(n 4 1)=n(n1)(n1)(n+1)(n 2 +1)

At n=1, n 5, n=0, n=1, 2, 3, etc. Not attainable

Atn=2,n 5 −n=30 ∴ The sequence's numbers are all multiples of 30. Every number can be divided by 30.

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The constant c is unknown in the equation 4x^2 + 12x = -c. Which set of possible values for c gives equations with no real solutions for x?
A. (1.9.18)
B. [-1.0..3)
C. (-9,0.9)
D. (10,20,30)​

Answers

The set of possible values for c that gives equations with no real solutions for x is (10, 20, 30), which is option D.

We can solve for x in terms of c by first rearranging the equation:

4x² + 12x = -c

4x² + 12x + c = 0

We can then use the quadratic formula to find the solutions for x:

x = (-b ± √(b² - 4ac)) / 2a

Here, a = 4, b = 12, and c = c.

Plugging these values into the formula gives:

x = (-12 ± √(12² - 4(4)(c))) / (2(4))

x = (-3 ± √(9 - c)) / 2

For this equation to have no real solutions for x, the discriminant (the expression inside the square root) must be negative:

9 - c < 0

c > 9

Therefore, the set of possible values for c for x is (10, 20, 30), which is option D.

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Explain how you can use a straightedge and a compass to construct an angle that is both congruent.

Answers

The construction of two congruent angles using a scale and compass can be done by applying the prerequisite knowledge of construction.

What is an angle?

A geometrical figure formed by using two rays, which are known as the sides of angle. These sides share a common vertex. Angle can be of various types including acute, obtuse, reflex,  right, etc.

Explanation of constructing an angle using a scale and compass that is both congruent

Start drawing a line with the scale

Then, using this line or edge of the given angle to construct another corner, with the same vertex, let's call it O

Mark an arc across the sides of the corner using compass

Name the points as A and B, where the arc intersects and extend that arc beyond B

Open the compass to length of AB by setting it to the point B, and then mark an arc that intersects the first arc at point C.

Forthwith, wwe have two congruent components, AB = BC.

As the distance is OA = OB = OC, therefore, ∠AOB and ∠BOC are congruent.

Hence, this is the way of constructing congruent angles using a scale and a compass.

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Please help asap, im really confused what answer this is plus the explanation... ty so much for the help FILL THE BLANK. the export/gdp ratio has generally ___________ worldwide in recent decades. - positive and negative impact of ocean 1) there isn't a clear and straightforward way to find the optimal value of k in k-means clustering 2) it is sensitive to the starting positions of the initial centroids One critique of determining the effectiveness of the psychodynamic perspective is that its theories are too vague to test.a) Trueb) False on january 1 of this year, olive corporation issued bonds. interest is payable once a year on december 31. the bonds mature at the end of four years. olive uses the effective-interest amortization method. the partially completed amortization schedule below pertains to the bonds: Find the missing side!! The sum of three numbers is 86. The first number is 6 more than the second. The third number is 2 times the second. What are the numbers? What is 28.5 divided by 10 equal explain your answer 28.5 got at the top and 10 at the bottom PLEASE I ONLY HAVE 19 MINS TO TURN THIS IN. research by spector and colleagues (2006) indicates that abusive behaviors are driven by _____ whereas withdrawal is more related to _____. the product of two integers is 96. One of them is-12, find the other numbers (50 points) Random variables Wi, i = 1,2,3,4 are mutually independent stan- dard normal random variables. Random variables Xi, i = 1, 2, 3, 4 are gen- erated as follows. X1 = W1, X2 = W2 + 0.9X1, X3 = W3 +0.9X2 + 0.7X1, X4 = W4+ (1/2)W3+(1/4)W2+(1/8)W1. We would like to estimate X4 based on Xi, i = 1, 2, 3, so as to minimize the mean squared error (mse), using a linear estimator of the form 4 = a3 X3 + a2X2 + a X1. Find the values of aj, i = 1, 2, 3, and the resulting minimum mse E[(X4 - 4)^2). Comment on the following statements. State initially whether you agree or disagree and then explain your reasoning. If you believe that a statement is inaccurate or totally false, correct it by supplying an appropriate response. a. In the backward-looking model the transmission of monetary policy takes time. A change in the policy setting affects the rate of inflation with a one period lag and the output gap with a two period lag. These time lags are observed in the data. b. In the augmented Barro-Gordon model that features a supply disturbance discretion unambiguously dominates commitment and a state-contingent rule. c. In an open economy a central bank that is concerned about real exchange rate stability and implements monetary policy through a Taylor-type rule should respond to movements in the real exchange rate. d. In an open economy where a real exchange rate channel exists in the Phillips curve, optimal monetary policy is isomorphic (very similar) to policy in the closed economy. Indeed the relative weight on the output gap in the target rule is the same in both the open and closed- economy framework. e. In an open-economy AS-AD model featuring an imported intermediate good, nominal income targeting and price level targeting have better stabilizing properties than exchange rate targeting irrespective of the origin of the shock and the parameters of the model. f. In the Poole model, a pure interest rate peg dominates a fixed money target if disturbances arise solely in the financial sector (money market) of the economy. g. Multiplicative uncertainty has no implications for the conduct of monetary policy. This type of uncertainty is a fact of life and therefore central banks simply ignore it. This is particularly evident in a central bank's reaction to stochastic disturbances: the coefficients on the shocks in its reaction function are the same irrespective of whether multiplicative uncertainty exists or not. g - 7 = 15 pleaseeeeeee A sample of neon gas occupies a volume of 414 mL at a pressure of 1.15 atm. What will be the pressure of the gas if the volume is increased to 825 mL part A which statement best identifies the central idea of the text, in the story who gets to be president.The statements are :A. The system that determines the US president includes the voice of the American public but it also includes several intricacies that are uniquely American.B. The complex system in which the president is selected protects the American peoples rights to choose their president.C. From the beginning the founding fathers greatest concern was protecting the rights and choices of the American people.D. The vice president has only slightly for fewer duties in the president meaning he or she is the first in line if the president is unable to fulfill his or her duties. What is the average power consumption in watts of an appliance that uses 4.69 kW h of energy per day? A scatterplot is presented below displaying the relationship between husbands' and wives'ages in a random sample of 170 married couples in Britain, where both partners' ages arebelow 65 years. Given below is summary output of the least squares fit for predicting wife'sage from husband's age.60Wife's age (in years)(Intercept)age, husbandEstimate1.57400.9112Std. Error1.15010.0259t value1.3735.25Pr(>0)0.17300.0000a 16820204060Husband's age (in years) Calculate the rate of movement of the Pacific Plate in cm/year if the distance from Kilauea to Lihue is 450 km.To do this you need to convert km to cm and then calculate the age difference between the volcanoes given. How does issues management differ from standard crisis management?A. Issues management is more forward-thinking.B. Standard crisis management plans from the outside-in.C. Issues management identifies all potential issues.D. Standard crisis management is a thing of the past.