Two-way ANOVA

Beschreibung

Two-way ANOVA
Róisín Farmer
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Róisín Farmer
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Zusammenfassung der Ressource

Frage 1

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If there are more levels, there are more comparisons, which increases likelihood of:
Antworten
  • Type 1/alpha error (finding significant results when there isn't one)
  • Type 2/beta error (failing to reject the null)
  • Type 1/alpha error (failing to reject the null)
  • Type 2/beta error (finding significant results when there isn't one)

Frage 2

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If there are more levels, there are more comparisons, which increases likelihood of type 1/alpha error. This is known as:
Antworten
  • Familywise error
  • Order effects
  • Cohen's d
  • Pearson's r

Frage 3

Frage
How can you reduce Familywise error:
Antworten
  • Stricter probability
  • Ignoring it
  • Having more levels
  • Using a t-test

Frage 4

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An ANOVA is an omnibus test, meaning:
Antworten
  • It discovers overall difference, not where it lies, reducing Familywise error by conducting 1 test rather than many t-tests
  • Discovers where the difference lies by using Tukey
  • Compares only 2 groups
  • It has nothing to do with main or interaction effects

Frage 5

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Two-way ANOVA means there are:
Antworten
  • Two IV's
  • Only 2 groups
  • One IV
  • Three IV's

Frage 6

Frage
An example Two-way ANOVA is: impact of gender AND type of exercise ON depression
Antworten
  • True
  • False

Frage 7

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In this last example two-way ANOVA, identify which are predictor variables and which are outcome variables: (3)
Antworten
  • Gender: predictor
  • Exercise: predictor
  • Depression: outcome
  • Depression: predictor

Frage 8

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If gender (predictor 1) has 2 levels (male or female) AND exercise (predictor 2) has 3 levels (cardio, strength, control), this can be described as a:
Antworten
  • 3 x 2 design
  • 2 x 2 design
  • T-test
  • One-way ANOVA

Frage 9

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If both IV's/predictors are between groups = [blank_start]fully between[blank_end] design
Antworten
  • fully between
  • mixed
  • fully within
  • silly

Frage 10

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If 1 predictor is within, and the other is between, it is known as a mixed design
Antworten
  • True
  • False

Frage 11

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If 1 predictor is within, and the other is between, it is known as a fully between design
Antworten
  • True
  • False

Frage 12

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Identify one-way and two-way ANOVA: (2)
Antworten
  • One-way = 1 effect with more than 2 levels (IV or DV)
  • Two-way = 3 effects (2 main and 1 interaction)
  • One-way = 3 effects (2 main and 1 interaction)
  • Three-way = 1 effect with more than 2 levels (IV or DV)

Frage 13

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A three-way ANOVA has 7 effects (3 main, 4 interaction)
Antworten
  • True
  • False

Frage 14

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On SPSS, you'd conduct a two-way ANOVA by:
Antworten
  • Analyse - General linear model - Univariate
  • Analyse - Compare means - one-way ANOVA
  • Analyse - Compare means - Independent t-test
  • Analyse - Plots

Frage 15

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The lower the SD, the..
Antworten
  • More accurate model
  • More inaccurate model

Frage 16

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'3 x 2 x 3' indicates what? (2)
Antworten
  • Number of factors by looking at how many numbers (in this example, 3)
  • Number of levels within each factors by looking at the value of each number (e.g. factor 1 has 3 levels)
  • Effect size using Cohen's d
  • The result of a Tukey post-hoc

Frage 17

Frage
What is a factorial design?
Antworten
  • When we have manipulated more than 1 IV/factor
  • When we have manipulated only 1 IV/factor
  • When there is more than 1 DV/outcome
  • Systematic error

Frage 18

Frage
How many effects in this design?
Antworten
  • 2 main, 1 interaction
  • 3 main, 4 interaction
  • 3 main, 1 interaction
  • 2 main, 4 interaction
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