Recall the Akaike information Criterion (AIC) as well as the related Bayesian Information Criterion (BIC) from our study of Variable Selection and Model Building. Without heavy mathematical notation, explain how both the AIC and BIC emphasize goodness-of-fit of a regression model while also controlling model complexity. Why would we wish to do this (that is, to promote goodness-of-it while at the same time controlling model complexity)

Answers

Answer 1

Step-by-step explanation:

To check out how efficient or accurate a model is, we use the akaike information criterion or the Bayesian. If the AIC or BIC are lower, then this model would be better. They are also used to control for model complexity

Akaike information criterion = 2k-2ln where k is the number of parameter. A higher k gives a higher AIC.

In the real world complex models are discouraged and avoided since

1. They cause data to be over fitted and can capture noise and information from this data.

2. They are complex and therefore difficult to interpret

3. They consume a lot of time and computing them has several inefficiencies.

Using these two as measure of performance, we can select optimal choice of independent variable.

With forward/backward regression, we are able to put new variables in the model or remove from it. The best is the one with lowest AIC.


Related Questions

Thirteen less than eight times a number is - 18.
Choose the correct answer below.
A. 8x + 13 = - 18
B. 8(x - 13) = -18
C. 13x - 8 = - 18
D. 13x + 8 = - 18
E. 8x - 13 = - 18

Answers

Answer:

C

Step-by-step explanation:

13-8x =-18 with x being a random number apart from zero

10(2x - 4) + 5 = 2x - 8

Answers

Step-by-step explanation:

10(2−4)+5=2−8

10(2x-4)+5=2x-810(2x−4)+5=2x−8

Solve

1

Distribute

10(2−4)+5=2−8

20−40+5=2−8

2

Add the numbers

3

Add 

35

3535

 to both sides of the equation

4

Simplify

5

Subtract 

2

2x2x

 from both sides of the equation

Multiply. 8.3 x 6.4 Enter your answer in the box.​

Answers

Answer:

53.12

Step to Step reasoning:

8.3 x 6.4 = 53.12

44 and 45 are alternate interior
angles. Find the measure of 25.
{
11565°
43/44
44 = 115°
45 = [?]
45/46
47/48
274

Answers

Answer:

115°

Step-by-step explanation:

angles 4 and 5 are alternate angles which means they would be the same amount

Answer:

Solution given:

<5=115°[corresponding angle]

Which rule explains why these triangles are congruent?
H
F
G
AAS
SSS
SAS
ASA
These triangles cannot be
proven congruent.

Answers

Answer:

These triangles cannot be proven congruent.

Factor: -6b - 15 show work plsssss

Answers

Answer:

-3 , -3(2+5)

Step-by-step explanation:

=> here's your solution

=> we need to find the factor of ( -6b -15)

=> we need to find that number which exactly

divide both term

=> try to take common from it we get -3(2 + 5)

hope it helps

Answer:

-3(2b+5)

Step-by-step explanation:

Since -6 and -15 have -3 in common, -3 would be outside the parenthesis for distribution. Inside the parenthesis would be 2b+5 because -3 times 2b equal -6b and -3 times 5 equal -15.

if you borrow $1,200 for 3 years at an annual interest rate of 4% how much will you pay altogether​

Answers

Answer:

$1,344.00

Step-by-step explanation:

A=P(1+rt)

A=1,200(1+(0.04)(0.03))

All changes saved
3. Find the length of the segment indicated. Round to
the nearest tenth if necessary.
5
3
5
X

Answers

Answer:

5

Step-by-step explanation:

It’s a radius, so it’s 5.

The length of x in the circle shown will be 5 units.

What is a circle?

A circle is a geometric shape that is created by drawing a point in an orbit around a fixed point while maintaining a fixed distance.

The longest line which can be drawn inside the circle will be the diameter.

Area of circle = πr² and the perimeter of circle = 2πr where r is the radius of the circle.

Given the circle with a radius of 5 units.

A radius is a line that goes from the center and touches the periphery of the circle.

Since the x line also goes from the center and touches to the periphery hence, x should be a radius.

Since the radius of a circle is always the same so

x = radius = 5

To learn more about the circle,

https://brainly.com/question/266951

#SPJ5

Write the ratio as a fraction in simplest form, with whole numbers in the numerator and denominato 36 hr : 40hr

Answers

Answer:

Hello there! :) Well the fraction would be 36/40 but in simplest form it would be 9/10.

Step-by-step explanation:

The way you simple it down would be by 4. 36 ÷ 4 = 9 and 40 ÷ 4 = 10. I hope this helps

Answer:

9/10

Step-by-step explanation:

You would first find the GCF. 36 factors: 1, 2, 3, 4, 6, 9, 12, 18, 36. 40 factors: 1, 2, 4, 5, 8, 10, 20, 40. The GCF would be 4, so divide by 4 on both sides and you would have the ratio 9 hr.: 10 hr. If using part to whole it would be 9/10.

Hope this helps

Gavin has a board that is ten feet long. Gavin is using the board to saw off pieces of wood needed for a building project. First Gavin saws off 2/10 of the board. Next Gavin saws off 5/10 of the board. Last Gavin saws off 1/10 of the board Gavin says he has 2/10 the board left to use for another building project is Gavin correct?

Answers

Answer:

Yes he is corrct

Step-by-step explanation:

Answer:

Yes. 10-(2+5+1)=2

Step-by-step explanation:

What is (6 x 10) + 9

Answers

Answer:

(60) + 9 = 69

Step-by-step explanation:

HOPE I HELPED, IM NEW

Answer:

Since if you know your multiplication tables 10x6= 60+9=69

Step-by-step explanation:

Answer 69

No rush but what is the formula for finding the area of a polygon

Answers

Answer: To find the area of a regular polygon, all you have to do is follow this simple formula: area = 1/2 x perimeter x apothem.

Step-by-step explanation:

Mark was watching a movie that was 124 minutes long. He fell asleep 75% of the way through. How many minutes of the movie did Mark actually watch?

Answers

Answer:

93 minutes

Step-by-step explanation:

Since 75 percent is just .75, multiply 124 by .75 to find out how much was watched. 124 * .75 = 93

Hopefully this helps- let me know if you have any questions

I need help on this



















Answers

Answer:

YZ<XZ<XY

Step-by-step explanation:

The smallest side would be opposite the smallest angle.  The largest side would be opposite the largest angle.

YZ<XZ<XY

HELP what's the distance for this question? ​

Answers

Answer:

[tex]Distance = 38.57ft[/tex]

Step-by-step explanation:

Given

[tex]Base = 60[/tex]

[tex]\theta = 50[/tex]

Required

The distance between the top and John

The distance is calculated using:

[tex]sin\alpha = \frac{Distance}{Base}[/tex]

Where

[tex]\alpha = 90 - \theta[/tex] --- the angle between the diagonal line and the vertical line

[tex]\alpha = 90 - 50[/tex]

[tex]\alpha = 40[/tex]

So, we have:

[tex]Sin(40) = \frac{Distance}{60}[/tex]

[tex]Distance = 60 * sin(40)[/tex]

[tex]Distance = 60 * 0.6428[/tex]

[tex]Distance = 38.57ft[/tex]

[tex]Distance = 986 * tan(38)[/tex]

[tex]Distance = 986 * 0.7812[/tex]

[tex]Distance = 770ft[/tex] --- approximated

Guide
What are the zeros of the function f, where f(x) = 6x2 - 9x – 6?

Answers

Answer:

Step-by-step explanation:

Use the Pythagorean Theorem to find the zeros of 6x² - 9x - 6.

x = [9±√(9²-4(6)(-6))]/[2(6)] = [9±√225]/12 = [9±15]/12 = 2, -½

Answer:

the answer is no one knows this answer is impossible to be succeeded by the human my and should be left un noted by the

Step-by-step explanation:

in conclusion ur figure it out ur self

helpppppppppppppppppppppppppppppppp

Answers

i think it’s c, but not 100% sure
been a while since i did surface area

Answer:

es b la segunda B aaaaaaaaaa

Bejajsjsjjajajasnsjshsjs alot i lost my brain cells

Answers

Answer:

4.23 + 16.21 = 20.44 = C

42.3 + 1.621 = 43.921 = B

4.23 - 1.621 = 2.609 = A

42.3 - 16.21 = 26.09 = D

Step-by-step explanation:

Answer:

you did bro

Step-by-step explanation:

Find several points that are on the graph of the function y = x^2 + 1. Plot the points in a coordinate plane.
Is this a linear function? Explain.

Answers

Answer:

Below.

Step-by-step explanation:

Plot following points.

Calculate the point by plugging in values of x into x^2 + 1

for example When x = 0, y = 0^1 + 1 = 1.

So plot plot (0, 1),

Make a table of points to plot:

x   -3    -2    -1    0    1    2     3

y   10     5     2   1     2   5    10

When you plot the points you'll see the graph is U shaped.

The function is of second degree (as it contains x^2) so it wont be linear.

capacity, but only to
Holly has a hard drive that she uses to store her digital music. The hard drive has a 500-megabyte total storage
7
of the hard drive's capacity is free.
10
What amount of the hard drive in megabytes has Holly used to store her digital music?

Answers

Answer:

350

Step-by-step explanation:

Which two numbers are exactly 10 units away from 5?​

Answers

Answer:

-5 and 15

Step-by-step explanation:

10±5 = -5, 15

15 and -5 are exactly 10 units away from zero

Giving brainliest and 30 points!!!
The table shows the balance of a money market account over time. Write a function that represents the balance in y (dollars) after t years

Answers

Answer:   y = 200·1.15^t

Step-by-step explanation:

The ratio from one year to the next is 1.15, so the balance is a geometric sequence. Since t starts at zero, we can write the balance (y) after t years as

 y = initial value · (common ratio)^t

 y = 200·1.15^t

Which function could be represented by the graph on the
coordinate plane?

Answers

Answer:

where is the graph?

Step-by-step explanation:

please answer the question in the pic below :))

Answers

D hope this helps

Step-by-step explanation:

Pls help i will put brainlyist if you don’t answer correctly i will report

Answers

Answer:

23.04

Step-by-step explanation:

length×width

4.8×4.8

correct me if im wrong:)

B
What does a single point on the plot represent?

Answers

It represents a function
It represents a “fraction”.

Can someone tell me the answer

Answers

Answer: x = 38°

Steps:
The little square in the corner tells us that the angle is 90°
x + 52 = 90
x = 90 - 52
x = 38°

Check:
x + 52 = 90
52 + 38 = 90
90 = 90 ✅

If this was helpful and correct I would appreciate the brainliest! :)

Sam sees this newspaper headline.
Gas prices to rise by a fifth
Sam pays £38 per month for gas.
He wants to know how much he will pay after the price rise.
How much will Sam pay?
Select one:
O a. £45.60
O b. £7.60
O c. £43
O d. £30.40

Answers

Ok for the last time stop cheating and the answer is b

Answer: B for sure

Step-by-step explanation:

Please help :) this is due today

Answers

Answer:

Pretty sure it's 2/3.

answer: 2/3

explanation

Make x the subject
3) Px=q

Answers

Answer:

x = q ÷ p

just divide all side by p

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