Hypothesis Testing for the Mean Flashcards

1
Q

What is a hypothesis

A

A hypothesis is a claim about a population parameter

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

Null Hypothesis

A

The Status Quo. Always = sign

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

What do you start with

A

Assume the Null Hypothesis is TRUE and try to disprove it.

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

When do you reject the Null Hypothesis

A

If P-value is low reject Ho

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

If P-value is less than 0.05

A

Reject Ho

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

Alternative Hypothesis

A

The opposite of the Null Hypothesis

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

What signs does the Alternative Hypothesis have in it

A

Never contains the “=” sign. It contains ≠ or > or <

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

Central Limit Theorem

A

If the sample size is greater than 30, the sample is approximately normally distributed.

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

Level of Significance

A

0.05 - Alpha is 5%

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

One-Tailed

A

Divide p-value (sig) by 2

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

If P-value is > 0.05

A

Fail to reject Ho

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

Type 1 Error

A

We may have rejected the null hypothesis, when the null hypothesis could have been true

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

Type 2 Error

A

We may have not rejected the null hypothesis, when the null hypothesis may have been false

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q
A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly