Exam 3 - ANOVA Flashcards

0
Q

ANOVA F test

A

Tests the null hypothesis that all the populations being compared have the same mean

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

Analysis of variance

A

Compares the variation due to specific sources with variation among individuals who should be similar. The test whether several populations have the same mean by comparing how far apart the sample means are against how much variation there is w/in the samples

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

Conditions for ANOVA

A

Independent SRS from each population; that each population has Normal distribution; and that all populations have the same standard deviation

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

Mean squares

A

The measure of variation in the numerator and denominator of F

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

One-way analysis of variance (ANOVA)

A

The simplest form of ANOVA , this compares the means of several populations

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

Test statistic for Analysis of Variance is F=

A

Observed variation in the sample means / over expected variation in the sample means population means are equal

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

Observed variation

A

Variation among sample means

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

Expected variation

A

Variation among individuals within samples

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

ANOVA us robust but check for normality, a.e.

A

Outliers and skewness

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

Unequal variance- ANOVA is robust if

A

The sample sizes are equal and no sample is very small
Check
Largest s/ smallest s< 2

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

Lack of random allocation or independent SRSs - ANOVA is NoT robust

A

Poorly collected data

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