Explain briefly the difference between a quantile-based interval and a highest posterior density interval for a parameter 2. a

Answers

Answer 1

The main difference between a quantile-based interval and a highest posterior density interval is that the former is based on the spread of the distribution while the latter is based on the shape of the posterior distribution.

While both intervals provide information about the range of plausible parameter values, the HPD interval is often considered to be a more accurate and informative estimate.

A quantile-based interval is a range of values for a parameter that contains a specific percentage of the distribution. For example, a 95% quantile-based interval contains the range of values that make up 95% of the distribution. This interval can be useful for understanding the spread of the distribution.

On the other hand, a highest posterior density (HPD) interval is the narrowest range of values for a parameter that contains a certain level of credibility, typically 95%. This interval is calculated based on the shape of the posterior distribution and is designed to capture the most likely range of values for the parameter. The HPD interval is often preferred over the quantile-based interval because it provides a more precise estimate of the parameter value and takes into account the shape of the distribution, rather than just the spread of the data.

Know more about quantile-based interval here:

https://brainly.com/question/30060681

#SPJ11


Related Questions

8(6g- 5h+8) I need help.

Answers

Answer:

The answer is 48g-40h+64

sand is falling off a conveyor in a conical pile at a constant rate of 2 cubic yards per minute. The height of the sand is equal to the radius of the pile of sand on the ground. If the cone-shaped pile is 3 feet tall now, how tall will it be in one hour?​

Answers

The volume of a cone is (1/3)πr2h.

In this problem r=2h or h=(1/2)r

Hence V = (1/6)πr3

dV/dt = (1/2)πr2 dr/dt

With this information you should now be able to answer the question. Remember the relation between r and h!

never mind i was right

im also so sorry if you dont understand or its not one of the answers

Answer:

t a sand and gravel plant, sand is falling off a conveyor, and onto a conical pile at a rate of 10 cubic feet per minute. The diameter of the base of the cone is approximately three times the altitude. At what rate is the height of the pile changing when the pile is 15 feet high?

Step-by-step explanation:

x2y4(x2 - 16) - 9y4(x4 - 16)


simplify

Answers

Step-by-step explanation:

given the expression

\(x^22y^4(x^2 - 16) - 9y^4(x^4 - 16)\)

we proceed by opening the brackets

\(x^2y^4(x^2 - 16) - 9y^4(x^4 - 16) \\\\x^4y^4-16x^2y^4-9x^4y^4+144y^4\\\\\)

collet like terms we have

\(x^4y^4-16x^2y^4-9x^4y^4+144y^4 \\\\x^4y^4-9x^4y^4-16x^2y^4+144y^4 \\\\8x^4y^4-16x^2y^4+144y^4\)

factoring we have

\(8x^4y^4-16x^2y^4+144y^4\\\\8y^4(x^4-2x^2)+144y^4\)

write as single power of 7?

(7^2)^-2​

Answers

Answer:

\(7^{-4}\)

Step-by-step explanation:

Using the rule of exponents

\((a^m)^{n}\) = \(a^{mn}\) , then

\((7^2)^{-2}\)

= \(7^{2(-2))}\)

= \(7^{-4}\)

notación científica 9.7 x 10⁷ 4.73 x 10⁴7.4 x 10⁴3.18 x 10-¹⁰2 x 10-³5 x 10⁶

Answers

\(\begin{gathered} 9.7\times10^7=97000000 \\ 4.73\times10^4=47300 \\ 7.4\times10^4=74000 \\ 3.18\times10^{-10}=0.000000000318 \\ 2\times10^{-3}=0.002 \\ 5\times10^6=5000000 \end{gathered}\)

Let k ? R and f(x, y-x2 + y2 + kxy. If you imagine the graph changing as k increases, at what values of k does the shape of the graph change qualitatively? Justify your answer.

Answers

The shape of the graph changes qualitatively at k = ± 2 and

\(k=\sqrt{(2)\).

The given function is f(x,y) = y-x²+y²+kxy.

The critical points of the function are found by taking the partial derivatives and equating them to zero:

∂f/∂x = -2x + ky = 0

y = 2x/k

∂f/∂y = 2y + kx = 0

y = -kx/2

Substituting y from the first equation into the second equation gives

x = k²x/4, so k² = 4 and k = ± 2.

Therefore, the critical points are (0,0), (2,4), and (-2,4)

We will now examine the critical points to see when the shape of the graph changes qualitatively.

There are two cases to consider:

Case 1: (0,0)At (0,0), the Hessian matrix is

H = [∂²f/∂x² ∂²f/∂x∂y;∂²f/∂y∂x ∂²f/∂y²]

=[ -2 0;0 2].

The determinant of the Hessian matrix is -4, which is negative.

Therefore, (0,0) is a saddle point and the graph changes qualitatively as k increases for all values of k.

Case 2: (±2,4)At (2,4) and (-2,4), the Hessian matrix is

H = [∂²f/∂x² ∂²f/∂x∂y;∂²f/∂y∂x ∂²f/∂y²]

=[ -2k 2k;2k 2].

The determinant of the Hessian matrix is 4k²+8, which is positive when k is greater than √(2).

Therefore, the critical points (2,4) and (-2,4) are local minima when

k > √(2).

Thus, the shape of the graph changes qualitatively at k = ± 2 and

k = √(2).

To know more about critical points, visit:

https://brainly.com/question/33412909

#SPJ11

which unit would you use to measure the length of a soccer field
A. km
B. m
C. cm
D. mm

Answers

Answer:

b

why would you measure with something too big or too small?

I think it’s b pls mark me brainlist

Write the base of -(-6)^5

Answers

Answer:

h

Step-by-step explanation:

Do you mean, what's the base in "-(-6)^5

If so it's -6!

Chelsea has a cube with a side length of 4 cm.
What is the surface area of Chelsea's cube?
64 cm²
64 cm³
96 cm²
96 cm³

Answers

Answer:

C

Step-by-step explanation:

The Legth is 4

The surface area is 6a^2

The final equation is 6(4)^2

When you do 4^2 it’s the same as 4x4 which equals 16. All you have to do now is 6 x 16 and you get your answer

Hope this helps :D

The surface area of Chelsea's cube will be 96 cm² so option (C) will be correct.

What is a cube?

A three-dimensional object with six equal square faces is called a cube. The cube's six square faces all have the same dimensions.

A cube is become by joining six squares such that the angle between any two adjacent lines should be 90 degrees.

The surface area of the cube = 6 side².

The volume of the cube = side³.

Given a cube

Side = 4cm

The surface area of the cube = 6 side² so

The surface area of a cube = 6(4²) = 96 cm².

So 96 cm² will be the correct answer to the given question.

To learn more about cubes,

https://brainly.com/question/14075440

#SPJ2

I
need the details why we choose answer c
109) Use the following random numbers to simulation crop yield for 10 years: 37, 23, 92, 01, 69, 50, 72, 12, 46, 81. What is the estimated crop yield from the simulation? A) 425 B) 442 C) 440 D) 475 A

Answers

The estimated crop yield from the simulation is 443 (option b).

To estimate the crop yield from the given random numbers, we need to assign a specific meaning to each random number. Let's assume that each random number represents the crop yield for a particular year.

Given random numbers: 37, 23, 92, 01, 69, 50, 72, 12, 46, 81

To find the estimated crop yield, we sum up all the random numbers:

37 + 23 + 92 + 01 + 69 + 50 + 72 + 12 + 46 + 81 = 443

Therefore, the estimated crop yield from the simulation is 443. The correct option is b.

To know more about yield:

https://brainly.com/question/30820017


#SPJ4

12. Which of these is True concerning polynomials (Select All)
A) A degree 7 polynomial can have up to 7 extrema.
B) The degree of y = 7x4 - 6x² + 4x - 1 is 7.
C) A cubic must have at least 1 real root.
D) The degree of y = (x − 2)ª (x +4)³ (x + 3)² is 9.
E) A degree 5 polynomial can have up to 5 roots.​

Answers

12. Which of these is True concerning polynomials (Select All)

A) A degree 7 polynomial can have up to 7 extrema.

B) The degree of y = 7x4 - 6x² + 4x - 1 is 7.

C) A cubic must have at least 1 real root.

D) The degree of y = (x − 2)ª (x +4)³ (x + 3)² is 9.

E) A degree 5 polynomial can have up to 5 roots.

the total number of sides in 2 regular polygons is 13, and tge titak number of diagonals is 25. how many sides is each polygon

Answers

One polygon has 6 sides and the other has 7 sides.

Polygons are closed 2D shapes made up of straight lines. Regular polygons have sides of equal length and angles of equal measure. In this problem, we are given information about two regular polygons.

We are told that the total number of sides in both polygons is 13. Let's call the number of sides in one polygon "n" and the number of sides in the other polygon "m". Then, we know that:

n + m = 13

Next, we are given the total number of diagonals in both polygons, which we can calculate using the formula:

d = (n(n-3) + m(m-3))/2

where "d" is the total number of diagonals. We are told that d = 25. Substituting this value and the equation for n + m into the diagonal formula, we get:

25 = (n(n-3) + m(m-3))/2

25 = (n² - 3n + m² - 3m)/2

50 = n² - 3n + m² - 3m

We can use the equation n + m = 13 to solve for one variable in terms of the other. For example, we can solve for "m" by subtracting "n" from both sides:

m = 13 - n

Substituting this into the previous equation, we get:

50 = n² - 3n + (13-n)² - 3(13-n)

50 = n² - 3n + 169 - 26n + n² - 36 + 3n

Simplifying this equation, we get:

2n² - 26n + 45 = 0

We can use the quadratic formula to solve for "n":

n = (26 ± √376)/4

n ≈ 5.61 or n ≈ 8.39

Since we are dealing with whole numbers of sides, "n" must be either 6 or 8. Plugging each value into the equation n + m = 13, we find that the other polygon must have the opposite value.

To know more about polygon here

https://brainly.com/question/24464711

#SPJ4

Based on 37 monthly observations, you calculate the correlation between the returns of the SP500 index and small cap index to be 0.951. What is the t-statistic for this observation, assuming the variables are normally distributed? (Bonus thinking questions: Use the T.INV() spreadsheet function, with the appropriate degrees of freedom, to see if you can reject the null hypothesis of no correlation at the 5% level. Use T.DIST() function to calculate the p-value of your t-statistic.)

Answers

The t value will be the result that is  58.851995039

The t-statistic for the observed correlation coefficient of 0.951 can be calculated to determine if it is statistically significant. Using the T.INV() spreadsheet function and the appropriate degrees of freedom.

We can test the null hypothesis of no correlation at the 5% significance level. Additionally, the T.DIST() function can be used to calculate the p-value of the t-statistic.

To calculate the t-statistic, we need to know the sample size (n) and the observed correlation coefficient (r). In this case, we have 37 monthly observations and a correlation coefficient of 0.951. The t-statistic can be calculated using the formula t = r x sqrt((n - 2) / (1 - r^2)). Plugging in the values, we find t = 0.951 x sqrt((37 - 2) / (1 - 0.951^2)).

By comparing this t-statistic to the critical value at the desired significance level (5% in this case), we can determine if the null hypothesis of no correlation can be rejected. Additionally, the p-value can be calculated using the T.DIST() function to determine the probability of obtaining a t-statistic as extreme as the observed value. If the p-value is less than the chosen significance level, the null hypothesis can be rejected.

Learn more about Correlation here:

brainly.com/question/30116167

#SPJ11

Let g(x) be the inverse of f(x)=x^3+2x+4. Calculate g(7) [without finding a formula for g(x)] and then calculate g'(7).

Answers

To calculate g(7), we need to find the value of x such that f(x) = 7. Since g(x) is the inverse of f(x), g(7) will be equal to that value of x.

So, we start by setting f(x) = 7: x^3 + 2x + 4 = 7
Simplifying this equation, we get: x^3 + 2x - 3 = 0

Now, we can use the fact that g(x) is the inverse of f(x) to find g(7) without actually finding a formula for g(x).

g(7) is equal to the value of x that satisfies f(x) = 7. But we just found that value of x - it's the solution to the equation x^3 + 2x - 3 = 0. So, g(7) = that solution.

Learn more about Simplifying derivative here: brainly.com/question/31398197

#SPJ11

the answer to the question please

the answer to the question please

Answers

square: 1, 9
even: 2, 6, 8, 10, 12
both: 4

rayne has 6 maters of clothe she will use it for making scarves how many scarves can she make if each scarf needs 2/3 matter?​

Answers

Answer:

9 is answer

Step-by-step explanation:

Hehe..hope it helps

what is 87 x 54 - 200 divided by 7

Answers

Answer:

87 x 54 - 200 divided by 7
solving-4669[3|7] , 4669.428571
answer-32686.7

Step-by-step explanation:

Can someone help please this so due tonight

Can someone help please this so due tonight

Answers

The fraction of crayons that are blue triangle is 1/5.

The ratio of blue rounds to non-blue crayons is

The fraction of footballs that are brown rubber footballs is 8/15 and here are 4 times as many rubber footballs as non-rubber footballs

What is Fraction?

A fraction represents a part of a whole.

1. Let's say Alexa had a total of 5x crayons in the bag.

the number of blue crayons in the bag is 2x,

There is one triangle for every two round crayons,

(1/2) × 2x = x (By condition)

So, the fraction of crayons that are blue triangle is x / 5x = 1/5.

The number of blue round crayons is 2x.

The number of non-blue crayons is 5x - 2x = 3x,

The ratio of blue rounds to non-blue crayons is 2x / 3x = 2/3.

2.

4 out of 5 wall footballs are rubber, 4/5 of the footballs in the bag are rubber.

The fraction of rubber footballs that are brown is 2/3.

The fraction of footballs that are brown rubber footballs is (4/5) × (2/3) = 8/15.

The fraction of non-brown rubber footballs is (4/5) - (8/15) = 4/15.

The ratio of rubber footballs to non-rubber footballs is (4/5) / (1/5) = 4.

So there are 4 times as many rubber footballs as non-rubber footballs

Hence,  the fraction of crayons that are blue triangle is 1/5.

The ratio of blue rounds to non-blue crayons is

The fraction of footballs that are brown rubber footballs is 8/15 and here are 4 times as many rubber footballs as non-rubber footballs

To learn more on Fractions click:

https://brainly.com/question/10354322

#SPJ1

What is the value of x? (Please hurry)​

What is the value of x? (Please hurry)

Answers

Answer:

8 root 2 or 11.3

Step-by-step explanation:

square 16 and divide by two to find square of other sides. Then root it to find answer

Answer:   8 root 2 or 11.3

Step-by-step explanation:

square 16 and divide by two to find square of other sides. Then root it to find answer

There were 475,000 children at a state fair.
There were 26,000 more adults than children at
the state fair. How many adults were there.
How many people were there in all? pls help

Answers

Answer:

501,000 adults 976,000 people total

Step-by-step explanation:

First step is adding 26,000 to 475,000 to find the number of adults, you get 501,000

Then you add 501,000 to 475,000 to get the total number of people, you get 976,000

A phrase is considered a mathematical expression if it contains at least two numbers or variables and one or more mathematical operations.

If 501,000 grownups total then 976,000 people.

What is meant by an expression?

An expression, also known as a mathematical expression, is a finite combination of symbols that are well-formed in accordance with context-dependent rules.

Mathematical expressions consist of at least two numbers or variables, at least one math operation, and a sentence. It's possible to multiply, divide, add, or subtract with this mathematical operation. An expression's structure is as follows: Expression: (Math Operator, Number/Variable, Math Operator)

A phrase is considered a mathematical expression if it contains at least two numbers or variables and one or more mathematical operations.

One mathematical expression makes up a term. It could be a single variable (a letter), a single number (positive or negative), or a number of variables multiplied but never added or subtracted. Variables in some terms have a number in front of them. A coefficient is the number placed before a term.

Given:

There were 475,000 children at a state fair.

There were 26,000 more adults than children at the state fair.

Number of adults = 26,000 × 475,000 = 501,000

Total number of people = 501,000 × 475,000 = 976,000

501,000 grownups total 976,000 people

Therefore, 501,000 grownups total 976,000 people.

To learn more about expression refer to:

brainly.com/question/723406

#SPJ2

what are the steps to induction nsls

Answers

These steps are often referred to as the principle of mathematical induction or PMI.

The steps for mathematical induction are:

Base Case: Show that the statement holds for some particular value of n, usually n = 1 or n = 0.

Inductive Hypothesis: Assume that the statement holds for some arbitrary value of n = k, where k is a positive integer.

Inductive Step: Using the inductive hypothesis, show that the statement also holds for n = k + 1.

Conclusion: By the principle of mathematical induction, the statement is true for all positive integers n.

These steps are often referred to as the principle of mathematical induction or PMI. They are used to prove statements that involve an infinite set of integers by showing that the statement holds for a base case, assuming that it holds for an arbitrary value, and then showing that it holds for the next integer in the set.

Learn more about mathematical induction here

https://brainly.com/question/29503103

#SPJ11

are the ratios equivalent 6 pens:15 pencils 11pens:14 pencils yes or no

Answers

Answer:

no

Step-by-step explanation:

janet wants to purchase a new car. at the car dealership, a salesperson tells her she can choose from 10 car models, 7 exterior colors, and 9 interior colors.

how many ways can janet customize a car?

Answers

Janet can customize a car in 630 different ways.

To determine the number of ways Janet can customize a car, we need to multiply the number of options for each customization choice.

Number of car models: 10

Number of exterior colors: 7

Number of interior colors: 9

To calculate the total number of ways, we multiply these numbers together:

Total number of ways = Number of car models × Number of exterior colors × Number of interior colors

= 10 × 7 × 9

= 630

Therefore, the explanation shows that Janet has a total of 630 options or ways to customize her car, considering the available choices for car models, exterior colors, and interior colors.

To learn more about number of ways: https://brainly.com/question/4658834

#SPJ11

The table shows the portions of copper
Ring
Portion that is Copper
Red gold
25%
Pink gold
0.2
Rose gold
9
40
Which ring has the highest portion of copper?

Answers

Answer:

Red Gold

Step-by-step explanation:

Assuming you mean 9/40

Red gold = 25%

Pink Gold = .2 which is 20%

Rose gold is \(\frac{9}{40}\) = .225 which is 22.5%

Solve question in picture pls need ASAP

Solve question in picture pls need ASAP

Answers

Answer:

do you s still need it or not anymore for if you do I could answer

PLEASE HELP I NEED IT ASAP​

PLEASE HELP I NEED IT ASAP

Answers

The other leg is 24

Hope this helps

Z is a standard normal random variable. The P(Z > 2.11) equals
0.4821
0.9821
0.5000
0.0174

Answers

The correct answer should be 0.0174

I WILL GIVE BRAINLIEST TO THE CORRECT ANSWER

Problem Situation: Donelle is selling bread for $3 per loaf.
He also sells one specialty cake for $36.
He makes a total of $117.
How many loaves of bread does he sell?
Select the equation that represents this situation.
The letter b represents the number of loaves of bread Donelle sells.

I WILL GIVE BRAINLIEST TO THE CORRECT ANSWER Problem Situation: Donelle is selling bread for $3 per loaf.He

Answers

Answer:

36 + 3b = 117

Step-by-step explanation:

36 is the one specialized cake he sold.

3 is the cost and b is how many it represents

117 is your total, so we piece it together.

36 + 3(b) = 117

Answer:

36 + 3b = 117

Step-by-step explanation:

36 is the one specialized cake he sold.

3 is the cost and b is how many it represents

117 is your total, so we piece it together.

36 + 3(b) = 117

cual es el paso a paso de a+18=20​

Answers

Answer:

2

Step-by-step explanation:

a+18=20-> a+18-18=20-18->a=2

Answer:

a = 2

Step-by-step explanation:

-18  -18 (Subtract 18 from both sides.)

a = 2 (Simplify)  

How do you find the equation of a line that passes a point?

Answers

The equation of a line that passes through a point (x₁, y₁) can be found using the slope-point form: y - y₁ = m(x - x₁), where m is the slope.

where m is the slope of the line. To find the slope, you can use two points on the line or use the rise over run formula: m = (y₂ - y₁) / (x₂ - x₁).

Once you have the slope, you can substitute the values of x₁, y₁, and m into the slope-point form to find the equation of the line. Alternatively, you can also find the equation of the line by using the point-slope form: y - y₁ = m(x - x₁), where m is the slope and (x₁, y₁) is the point that the line passes through.

Either way, once you have the equation of the line, you can use it to make predictions, plot points, and solve problems.

To know more equation of the line lick on the link below:

https://brainly.com/question/21511618#

#SPJ11

Other Questions
A true commitment to character will involve ______. A binary random variable has the distribution Pr(X=1)=0.5 and Pr(X=0)=0.5. Let =0.0001, and N=10. Provide a -typical sequence: Q2.2 2 Points Does there exist a sequence that is not -typical? Yes NoP Roach Motors is the dominant used-car dealer in a small Midwestern city. After paying $10,000 for overhead, Roach Motors' cost per car is $500. There are 5 other small used-car lots in this town, but since they are not large enough to purchase cars through the same discount sources as Roach, each firm faces the cost function C(y)-1000y +5y'.The total market demand for used cars is Q-1000-P/10 Assuming Roach is aware of its competitors' costs, what price should Roach set for a used car? A) $1,250 B) $800 C) $970 D) $1,140 E) $1,500 Type the correct answer in each box. Use numerals instead of words.Simplify the following polynomial expression.(5x + 13x4) (17x + 7x - 19) + (5x-7)(3x + 1)-x + An aeroplaneflying above groundnd490m with 100 meterpersecond how far on ground it will strike How to do volume of revolution around a line that isnt x or y axis like for example x = 1 Ill give brainless to the correct answer ead the excerpt from Enriques Journey.Moreover, the Mara Salvatrucha street gangsters, some deported from Los Angeles, always prowl the train tops looking for sleepers. Many MS gangsters settle in Chiapas after committing crimes in the United States and being expelled to their home countries in Central America. The police in Chiapas are more forgiving of gangs than those in El Salvador or Honduras.How does the meaning of the underlined word, prowl, support the authors purpose in this excerpt? Select two options.It illustrates that the police overlook the gangsters crimes.It shows what happens when police allow gangsters to operate.It indicates that the gangsters are looking for vulnerable people.It explains why the gangsters were sent back to their home countries.It supports the idea that the gangsters are involved in criminal activities. What makes a pair linear? Please help me with this question. How did slaves influence America's economy during the time of slavery?Do you think America would have prospered into one of the most powerful countries had it not been for the economic prosperity of slavery? Explain why or why not. Explain in your own words what a "Short Sale"is and how it works.In your opinion, what are the advantages and disadvantages of aShort Sale?Assume you are an investor and would like to ap Kymani has two equal-sized large pitchers and two equal-sized small pitchers. All of the pitchers together hold 40 cups of water. The capacity of one large pitcher minus the capacity of one small pitcher is 12 cups. How many cups can each type of pitcher hold? Discuss the ten Operations Management decisions in relation to a restaurant. please make it 200 words. Which cell process is best modeled by the diagram above?facilitated diffusionpassive transportexocytosisosmosis Can someone pleaseeee help if youre correct Ill give u brainlist Which statement is true about y - 3 = -2(x + 1)?O This function has an x - intercept of (1, 0).O This function has a y - intercept between 0 and - 1.O This function is in standard form.O This function has a slope of -2. Suppose a jar contains 17 red marbles and 32 blue marbles. If you reach in the jar and pull out 2 marbles at random, find the probability that both are red. Near the end of The Ministers Black Veil, the minister of Westbury says to Father Hooper: Venerable Father Hooper . . . the moment of your release is at hand. Are you ready for the lifting of the veil that shuts in time from eternity? What is the minister of Westbury referring to here? 99 f r e e points - blm what do paragraphs 6 and 7 reveal about Ogilvy