If X ∼ t(p), prove that X2 ∼ F(1,p)

Answers

Answer 1

The t-distribution is defined as the distribution of a random variable T that is obtained by dividing a standard normal variable Z by the square root of a chi-square random variable χ^2 with p degrees of freedom, that is:

T = Z / √(χ^2 / p)

If X ∼ t_p with p degrees of freedom, then:

X = Z / √(χ^2 / p)

We can square this expression to obtain:

X^2 = Z^2 / (χ^2 / p)

Since the numerator is a chi-square variable with one degree of freedom and the denominator is a chi-square variable with p degrees of freedom, we have:

X^2 ∼ F(1,p)

Therefore, if X ∼ t_p, then X^2 ∼ F(1,p).

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Related Questions

PLEASE HELP ME ANSWER THIS QUESTION

PLEASE HELP ME ANSWER THIS QUESTION

Answers

Answer:

a) 2.5 x 10^5

b) 8.1 x 10^4

c) 9.06 x 10^8

d) 1.034 x 10^10

Points j,k,and l lie on the same line, and point k is between j and l. todd contructs sv with the same lenght as jl then he draws point t on sv so that st is the same length as st is the same length as jk

Answers

The points t will also be in between line segment sv.

What is a line segment?

A line section that can connect two places is referred to as a segment.

In other words, a line segment is just part of a big line that is straight and going unlimited in both directions.

The line is here! It extends endlessly in both directions and has no beginning or conclusion.

Given that,

Point k is in between of j and l

Since the length of the line segment sv is equal to jl and t is the midpoint of sv so jk will be equal to the st.

Hence "The points t will also be in between line segment sv".

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Points j,k,and l lie on the same line, and point k is between j and l. todd contructs sv with the same

What are the next three terms in the sequence 2, -4, -16, 32

Answers

Answer:

128, -256, -1024

Step-by-step explanation:

multiply 32 by 4, multiply 128 by -2, multiply -256 by 4

Molly ate 1/4 pint of ice-cream. Her sister did not want the last 2/4 pint of her own ice-cream, so Molly ate it. How much ice-cream did Molly eat? Pint

Answers

Answer:

3/4 a pint

Step-by-step explanation:

1/4 + 2/4 = 3/4

Find the points of y=e^2e^5x which correspond to local maxima.

Answers

This equation has no solution because e^(2+5x) is always positive, so the function has no critical points. Therefore, the function has no local maxima or minima.

The points that correspond to local maxima of the function y = e^(2+5x) will be determined.

The function y = e^(2+5x) is an exponential function with base e, where the exponent is a linear function of x. To find the local maxima of the function, we need to find the critical points, which are the points where the derivative of the function is equal to zero or undefined.

The derivative of the function y = e^(2+5x) can be found using the chain rule of differentiation:

dy/dx = e^(2+5x) * d/dx (2+5x) = 5e^(2+5x)

Setting the derivative equal to zero, we get:

5e^(2+5x) = 0

This equation has no solution because e^(2+5x) is always positive, so the function has no critical points. Therefore, the function has no local maxima or minima. The graph of the function is an increasing exponential curve that goes to infinity as x approaches negative infinity and approaches zero as x approaches positive infinity.

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SOMEONE PLEASE HELP MEEEEEEE PLZZZZZZZZZZ!!!!!!!

SOMEONE PLEASE HELP MEEEEEEE PLZZZZZZZZZZ!!!!!!!

Answers

Answer:

possibility of yellow÷ total possibilities

1÷8

1/8

Step-by-step explanation:

hope this is helpful

help!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

help!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!

Answers

Answer:

m6 = 78°

Step-by-step explanation:

Since t and m are Parallel, we have:

\(m1 = m4 = m5 = m8 \\ m2 = m3 = m6 = m7 \\ \\ so \: \: \: m3 = m6 = 78\)

whats 3 plus 3
please help

Answers

Answer: 6

Explanation: 3+3=6

find the sales tax: ?
selling price: 80.00
rate of sales tax: 4%

Answers

Answer:

$83.20

Step-by-step explanation:

Step 1: Multiply 80 times 4% and you should get 3.2

Step 2: Add 80 plus 3.2

Step 3: Total after tax is $83.20

Answer:

3.20

Step-by-step explanation:

I had the same question, not sure if you still need it.

A hospital director is told that 32% of the emergency room visitors are uninsured. The director wants to test the claim that the percentage of uninsured patients is under the expected percentage. A sample of 140 patients found that 35 were uninsured. Determine the P-value of the test statistic. Round your answer to four decimal places.

Answers

The p-value, which measures the strength of evidence against the null hypothesis, is extremely small. This indicates that the observed percentage of uninsured patients (35 out of 140) is significantly lower than the expected percentage of 32%.

Given that 32% of emergency room visitors are uninsured, we can calculate the expected number of uninsured patients in a sample of 140 patients:

Expected number of uninsured patients = (32% / 100%) * 140 = 0.32 * 140 = 44.8

Now, let's calculate the test statistic, which is the z-score, using the formula:

z = (observed value - expected value) / standard deviation

where p is the expected percentage of uninsured patients (32% or 0.32) and n is the sample size (140).

standard deviation = √((0.32 * (1 - 0.32)) / 140) = √(0.21824 / 140) = 0.03753

Now we can calculate the z-score:

z = (35 - 44.8) / 0.03753 = -9.8 / 0.03753 = -261.4

Since the z-score is very large (far into the tail of the distribution), the p-value will be extremely small, approaching zero. However, we can't directly find the exact p-value from the z-score table or calculator because it is beyond the limit of standard tables. We can approximate it as essentially zero.

Therefore, the p-value of the test statistic is approximately zero (0.0000) when rounded to four decimal places.

Therefore, based on this data, there is strong evidence to support the claim that the percentage of uninsured patients is below the expected percentage.

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True or False.
If a set of vectors {v1, v2, ...., vp} in R^n is linearly dependent, then p>n.

Answers

The statement "If a set of vectors {v₁, v₂, ...., vp} in Rⁿ is linearly dependent, then p>n" is False.

Let {v₁, v₂, ...., vp} be a set of p vectors in Rⁿ, then the following are equivalent statements:

1. The set of vectors is linearly dependent.

2. There exist constants c₁, c₂, ... cp, not all of them zero, such that:

c₁v₁+c₂v₂+...+cpvp = 0 (zero vector)

For the above to be possible, the following must hold true: p≥n

Because in Rⁿ, each vector has n components.

So, the total number of unknowns is p, while the total number of equations that we have is n.

Hence p≥n for the system of linear equations above to have a non-zero solution.

Hence, the statement "If a set of vectors {v₁, v₂, ...., vp} in Rⁿ is linearly dependent, then p>n" is False.

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Please hurry!!!
A total surface area of all land on Earth is approximately 6.0x10^7 square miles. Land covers approximately 0.3 of the entire surface of Earth. Which number is closest to the approximate total surface area, in square miles, of Earth?

Please hurry!!! A total surface area of all land on Earth is approximately 6.0x10^7 square miles. Land

Answers

Answer: 1.8 X 10^8

Step-by-step explanation: 6.0 X 10^7 times .3 = 1.8 X 10^8

after collecting the data, shawn finds that the monthly number of take-out orders at a restaurant is normally distributed with mean 132 and standard deviation 6. what is the probability that a randomly selected month's number of orders is more than 150?

Answers

The probability that a randomly selected month's number of order is more than 150 is 0.13%

Given, shawn finds that the monthly number of take-out orders at a restaurant is normally distributed with mean 132 and standard deviation 6.

mean = 132

standard deviation = 6

Analysis:

Set the monthly number of take out order as x.

From the question, we know:

P(x > 150) = P(x-132/ > 150-132/6)

= P(x=132/6 > 3)

= 1 - P(x-132/6 ≤ 3)

≈ 1 - 0.9987 {standard normal distribution table}

≈ 0.0013

= 0.13%

Hence we get the probability as 0.13%.

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guys please help this is a math question

guys please help this is a math question

Answers

Answer:

81.5

Step-by-step explanation:

<G and <H are congruent

<F and <I are congruent

so the last two angles in both triangles must also be congruent

this means that <K and <J are congruent

so we can create this equation: <K = <J

substitute the angles with what we know: 4\(y^{2}\) = 6\(y^{2}\) - 40

add 40 to both sides and subtract 4\(y^{2}\) from both sides: 40 = 2\(y^{2}\)

you get: 20 = \(y^{2}\)

root square on both sides: \(\sqrt{20}\) = \(\sqrt{y^{2} }\)

you get: y ≈ 4.5

substitute this into one of the equations for a missing variable:

6\(y^{2}\) -----> 6 (4.5 x 4.5) - 40

6 ( 20.25) - 40

121.5 - 40

81.5

If AB = 2, AD = 5, and DE = 6, what is the length of ?



2.5
2.7
2.4
2.3

Please help

Answers

The length of BC in this problem is given as follows:

BC = 3.6.

What are similar triangles?

Two triangles are defined as similar triangles when they share these two features listed as follows:

Congruent angle measures, as both triangles have the same angle measures.Proportional side lengths, which helps us find the missing side lengths.

The similar triangles for this problem are given as follows:

ABC and ADE.

Hence the proportional relationship for the side lengths is given as follows:

3/5 = BC/6.

Applying cross multiplication, the length BC is given as follows:

BC = 6 x 3/5

BC = 3.6.

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If AB = 2, AD = 5, and DE = 6, what is the length of ?2.52.72.42.3Please help

Find the Missing length indicated

Find the Missing length indicated

Answers

Answer:

960

Step-by-step explanation:

We can calculate the value of x using Euclidean theorem

x^2 = 576 × 1600

x = 960

The cost of renting a car is $39 plus $0.75 per mile. Which type of
function can represent this situation?


A) linear
B) exponential

Answers

Linear. It is an additional constant charge per mile.

Answer:

linear

Step-by-step explanation:

We can write this  in the form

y = mx+b

where m is the .75 per mile and b is the 39 dollars

y = .75x + 39

Find the measure of ∠CBE: A line containing points A, B, and E intersects with a line containing points C, B, and D at point B. Angle ABD is 30 degrees: A. 30° B. 60° C. 90° D. 150°

Answers

Answer:

the answer is always c trusttt

1. The population average fuel efficiency of U.S. light vehicles for 2005 was 21 mpg. If the standard deviation of the population was 2.9 and the gas ratings were normally distributed, what is the probability that the mean for a random sample of 25 light vehicles is under 20 mpg

Answers

The probability that the mean mpg for a random sample of 25 light vehicles is 0.042341

What is probability?

Probability theory, a subfield of mathematics, gauges the likelihood of an occurrence or a claim being true. An event's probability is a number between 0 and 1, where approximately 0 indicates how unlikely the event is to occur and 1 indicates certainty. A probability is a numerical representation of the likelihood or likelihood that a particular event will occur. Alternative ways to express probabilities are as percentages from 0% to 100% or from 0 to 1. the percentage of occurrences in a complete set of equally likely possibilities that result in a certain occurrence compared to the total number of outcomes.

z = (x-μ)/σ/n, where

x is the raw score = 20 mpg

μ is the population mean = 21 mpg

σ is the population standard deviation = 2.9

n = random number of samples \(x < 20\)

\(= z = 20 - 21/2.9/\sqrt{25} \\= z = -1/2.9/5\\= z = -1.72414\\\)

P-value from Z-Table:

\(P(x < 20) = 0.042341\)

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through: (-1,0), parallel to y = 4x

Answers

Answer:

Find the slope of the original line and use the point-slope formula y−y1=m(x−x1)to find the line parallel to y=4x.

y=4x+4

Step-by-step explanation:

through: (-1,0), parallel to y = 4x

Dude this should be so easy but this is going in one ear and out the other how do I do this send help ​

Dude this should be so easy but this is going in one ear and out the other how do I do this send help

Answers

Answer:

0.5 hours

Explanation:

Given:

speed: 17 miles/hourdistance: 8 miles

Formula:

time taken = distance ÷ speed

Solve:

time taken = 8 ÷ 17 = 0.4706 ≈ 0.5 hours  (rounded to nearest tenth)

4. question 4 as in the previous question, an airline wants to do a customer survey in order to improve its service. for one month, it sends an email to a random sample of customers which flew with the airline on the previous day (no customer will be contacted more than once). again, the email states that the airline would like the customer to fill out a 10 minute survey in order to help the airline improve its service, but this time it states in addition that every respondent will receive a gift card worth $100. what can we say about this sampling plan?

Answers

We can say that the sampling plan leads to non-response bias; because the customers who did not participate in the survey would have provided significantly different answers.

What is non-response bias?

Non-response is a description of non-observation appear in most surveys, that means failure to provide a measurement on one or more research variables for one or more elements chosen for the survey.

Non-response bias happens when participants in the survey are unable or unwilling to respond to a survey question or even the whole survey. Reasons for non-response may vary from person to person. To be considered a disposition of bias, a source of error has to be systematic in nature. Non-response bias is not an anomaly to this rule.

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measuring the entire population is usually preferred over measuring a sample from the population.
T/F

Answers

The given statement "Measuring the entire population is usually preferred over measuring a sample from the population" is False because measuring the entire population is often impractical or impossible.

When dealing with large populations, it is typically more feasible to gather data from a representative sample rather than measuring the entire population. This approach saves time, resources, and effort. Sampling allows statisticians to make reliable inferences about the population based on the characteristics observed in the sample.

Carefully chosen samples can accurately reflect the population's attributes and provide valuable insights.

However, it is crucial to ensure that the sample is representative and unbiased to avoid potential sampling errors and ensure the validity of the conclusions drawn from the data.

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Select all that apply

Select all that apply

Answers

Answer:

cosA &cos C

hope it helps...

WILL GIVE BRAINLIEST
The cost of a service call to fix a washing machine can be expressed by the linear function y - 452-35where y
represents the total cost and x represents the number of hours it takes to fix the machine. What does the y-intercept
represent?
O the cost for each hour it takes to repair the machine
O the service fee for coming to look at the machine
O the total cost for fixing the washing machine
O the amount of time that it takes to arrive at the home to make the repairs

Answers

Answer:

B  the service fee for coming to look at the machine

Step-by-step explanation:

there are 3 boxes. one of them has red balls, one has blue balls only and the other has mixture of red and blue balls. the labels on their boxes always lie. (i.e. if the label says red, you are sure that it doesn't have red balls only, it could be a mixture) the task is to pick one box and pick only one ball from it and then correctly label all the three boxes.

Answers

We can use labelling to solve the problem.

To solve this problem, you can follow these steps:

1. Choose one of the three boxes and take out a ball from it.

2. Check the color of the ball. Let's say it is red.

3. Since the labels on the boxes always lie, you can be sure that the box you chose does not contain only red balls. Therefore, it must either contain a mixture of red and blue balls, or only blue balls.

4. Since you know that one box contains only red balls, and you have already ruled out the possibility that the box you chose contains only red balls, you can conclude that the box you chose must contain only blue balls.

5. Therefore, you can correctly label the box you chose as "blue balls only".

6. You can then label the remaining two boxes as "red balls only" and "mixture of red and blue balls", since you know that one of the boxes contains only red balls, and the other must contain a mixture of red and blue balls.

Therefore, we used labelling to solve the problem.

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a local restaurant sends a 20% off coupon to its email subscribers. based on past data, what is the typical amount that customers with certain incomes spend when they use the coupon?

Answers

The following is a supervised model.

Here we have to find that the following information given is of the supervised or unsupervised model.

Supervised model:

In the supervised model, we create a function (or model) by using labeled training data that consists of input data and a wanted output. The supervision comes in the form of the wanted output, which in turn lets you adjust the function based on the actual output it produces.

Here we are provided that a local restaurant sends a 20% off coupon to its email subscribers and it is asked to find the typical amount that customers with certain incomes sped when they use the coupon.

Therefore the input data and a wanted output is given so the following is a supervised model.

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The complete question:

Determine if the following is a supervised or unsupervised mode. A local restaurant sends a 20% off coupon to its email subscribers. based on past data, what is the typical amount that customers with certain incomes spend when they use the coupon?

Lucy has $7 less than Kristine and $5 more than Nina together,the three have $35 how much does Lucy have?

Answers

Lucy has $7 less than Kristine and $5 more than Nina together, the three have $35. Lucy has $11.

Let's denote the amount of money that Kristine has as K, the amount of money that Lucy has as L, and the amount of money that Nina has as N.

According to the given information, we can form two equations:

Lucy has $7 less than Kristine: L = K - 7

Lucy has $5 more than Nina: L = N + 5

We also know that the three of them have a total of $35: K + L + N = 35

We can solve this system of equations to find the values of K, L, and N.

Substituting equation 1 into equation 3, we get:

K + (K - 7) + N = 35

2K - 7 + N = 35

Substituting equation 2 into the above equation, we get:

2K - 7 + (L - 5) = 35

2K + L - 12 = 35

Since Lucy has $7 less than Kristine (equation 1), we can substitute K - 7 for L in the above equation:

2K + (K - 7) - 12 = 35

3K - 19 = 35

Adding 19 to both sides:

3K = 54

Dividing both sides by 3:

K = 18

Now we can substitute the value of K into equation 1 to find L:

L = K - 7

L = 18 - 7

L = 11

Finally, we can find the value of N by substituting the values of K and L into equation 3:

K + L + N = 35

18 + 11 + N = 35

N = 35 - 18 - 11

N = 6

Therefore, Lucy has $11.

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what is the product of 25 x 24

Answers

Answer:

600

Step-by-step explanation:

+2  

2 5

2 4

---------

 First 5 x 4=20 which means add 2 to the equation 2 x 4

Second 4 x 2=8 + 2=10 do first 3 numbers are 100

third we put a 0 below the first 0 on first line.

fourth do 5 x 2=10 so we add 1 to 2 x 2

fifth 2 x 2 + 1= 5

sixth 100 + 500=600 and there's your answer

Hope this helps have a great afternoon:)

You are standing above the point (2,4) on the surface z=15−(3x
2
+2y
2
). (a) In which direction should you walk to descend fastest? (Give your answer as a unit 2-vector.) direction = (b) If you start to move in this direction, what is the slope of your path? slope = The temperature at any point in the plane is given by T(x,y)=
x
2
+y
2
+3
100

. (c) Find the direction of the greatest increase in temperature at the point (−2,2). What is the value of this maximum rate of change, that is, the maximum value of the directional derivative at (−2,2)? (d) Find the direction of the greatest decrease in temperature at the point (−2,2). What is the value of this most negative rate of change, that is, the minimum value of the directional derivative at (−2,2)?

Answers

a)  The direction in which you should walk to descend fastest is: (-12, -16)

b) The slope of your path is: -88

c) The direction of the greatest increase in temperature at the point (−2, 2) is: (-4, 4)

The maximum rate of change is: 4√2

d) The direction of the greatest decrease is: (4, -4).

The most negative rate of change is: 4√2

How to solve Directional Derivative Problems?

(a) The equation on the surface is:

z = 15 - (3x² + 2y²)

The gradient of this surface will be the partial derivatives of the equation. Thus:

Gradient of the surface z:

∇z = (-6x, -4y)

Since you are standing above the point (2,4), then the direction to descend fastest is:

∇z(2,4) = (-6(2), -4(4))

∇z(2,4) = (-12, -16)

That gives us the direction to descend fastest is in the direction.

(b) If you start to move in the direction (-12, -16) above, then slope of your path (rate of descent) is given by the dot product expressed as:

Slope = ∇z(2,4) · (-12, -16)

= (2)(-12) + (4)(-16)

= -24 - 64

= -88

(c) We want to find the direction of the greatest increase in temperature at the point (−2,2).

Thus, the gradient of T(x,y) is given by:

∇T = (2x, 2y).

The direction is:

∇T(-2, 2) = (2(-2), 2(2))

∇T(-2,2) = (-4, 4)

The maximum rate of change is:

∇T(-2,2) = √((-4)² + 4²)

= √(16 + 16)

= √(32)

= 4√2

(d) The direction of the greatest decrease is:

(-∇T(-2, 2)) = (-(-4), -4)

= (4, -4).

The most negative rate of change is:

∇T(-2, 2) = √(4² + (-4)²)

= √(16 + 16)

= √(32)

= 4√2

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