Comparing means
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- Created by: francesca_321
- Created on: 25-04-17 15:22
What is the aim of comparing means?
The aim of a standard experiment is to assess whether a particular manipulation alters scores
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What do we end up comparing?
we end up comparing the means of scores in condition A and B, Do females and males IQ differ
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What is meant by statistically significant?
Unlikely to occur by chance
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What is the opposite of statistically significant?
non-significant
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What does a T test depend on?
The size of the difference between the conditions
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What is the standard error of the mean?
Is the difference
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What happens once we calculated T?
We can look up the associated p value in the table
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What do we need to know?
The degrees of freedom
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For example?
N guests are coming to dinner how many choose their own seat? N-1
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What is degrees of freedom closely related to?
N but depends on the test
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What do degrees of freedom change?
The probability distribution of test statistics -> few degrees of freedom and many degrees of freedom
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What are degrees of freedom related to/
Number of subjects
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What is the relationship different for?
different tests (choice of seats depends on seating methods)
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What is the DF needed for?
To work out p from t
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What is an independent samples T test used for?
Between groups design
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What are three other names for a independent samples t test?
Unpaired means t-test, unrelated samples t-test, between grups t-test
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What is it based on?
The size of the difference between tohe cnditions, the SEM of that difference
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What is the equatin to work out the mean of differences?
(mean of Grp 1) - (mean of Grp2)
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How do you work out the SEM of means ?
square root (variance 2/N + variance 2/N
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what is t?
the mean difference divided by the standard error of the difference
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What is the t-test based on?
Means and standard deviation assumes that these do adequately describe the data
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What is the first?
DAta must be on a ratio or interval scale
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What is the second?
Data must be normally distributed
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What is the 3rd?
Data in one group must be independent of data in the other
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What was the 4th?
Data in the two groups must have similar variance
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Where is this found in SPSS?
Analyse/compare means/ independent samples
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What happens if we want to know if p
We need to calculate p (alphas is fixed. 1. calculate some test statistic, 2. from the test statistic and d.f claculate p
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What is a paired means t test also used for?
Within subject design
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What is a paired means t test also known as?
Related samples t test and within subjects t test
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What are subjects used as?
Their own control more powerful: likely o find an effect
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What is the equation?
Mean of the differences for the pairs divided by standard error of differences between pairs
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What do you have to do first to calculate T?
check to see if data is normally distributed
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How?
Graphs/legacy dialogs/histogram/boxplot
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What is needed?
No need to cluster for this data, one column for multiple groups, multiple columns
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What is the label cases by?
Determine how many outliners are labelled
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What does the output window show?
How many subjects had a score
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What do Box plots show?
Data with all non parametric markers
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What is the stuff in a box plot show?
Bar is median, box is interquartial range, whiskers are full range excluding outliners, cirles are cmoderate outliners, stars and extreme outliners
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Where is it found in SPSS?
Analyse/comparemeans/paired sample t-test
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Other cards in this set
Card 2
Front
What do we end up comparing?
Back
we end up comparing the means of scores in condition A and B, Do females and males IQ differ
Card 3
Front
What is meant by statistically significant?
Back
Card 4
Front
What is the opposite of statistically significant?
Back
Card 5
Front
What does a T test depend on?
Back
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