10 Flashcards

1
Q

Variance is equal to the expected value of what?

A

E[(x - mu)^2]

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

Expected value of X: E(X = n)?

A

x_1 p(x_1) + x_2 p(x_2)… x_n p(x_n)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

The units of standard deviation is the same as?

A

Original units of measure

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

The variance and standard deviation tell you what about the random variable?

A

How repeatable, similar, and consistent a random variable is.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

Range of random variance X?

A

Largest and smallest possible X value as it tells you something about the difference.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

Inter-quartile range?

A

Length of the interval that captures the center 100(beta - alpha)% of random variables distribution (Q_beta - Q_alpha)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

Linear transformation really does what?

A

Change units

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

Linear transformation to create a new random variable?

A

Y = aX + b

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

If a != +-1, then the variance and sd will?

A

Change.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

if given two random variables, X and Y, with each having their own means and variance. Then?

A

a new random variable R = X +- Y can be created

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

Covariance of random variables X and Y is?

A

Tells you something about what X and Y do together on average.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

If you have a new random variable that is the sum of two random variables, what happens with its means?

A

You add their means of the two random variables to get the mean of the new random variable.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

If you have a new random variable that is equal to the total of two random variables, what happens with the variance?

A

The sum of the variances of the two random variables in addition to the sum of the Covariance*2.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly