WEEK 9 Flashcards

1
Q

Pearson’s Correlation (Product moment)

A

Assumptions:
-data must be interval or ratio level
-data must be normally distributed
- no outliers

-related pairs, linearity between variables

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2
Q

Linearity

A

A straight line relationship between x and y

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3
Q

scatterplots and linearity

A
  • we assign one variable to x and one to y
  • Each person’s score on x and y should be plotted where they meet
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4
Q

Types of Relationships

A
  • Negative Linear relationship
    -Curvilinear relationship
  • positive linear relationship
    -zero
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5
Q

The Correlation Coefficient

A

The strength of the relationship between the two variables: correlation coefficient

+1 is a perfect positive relationship
-1 is a perfect negative relationship
0 is no linear relationship

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6
Q

Common and shared variance

A

-the correlation coefficient is a ratio between the covariance and a measure of the separate variances
- when two variables are correlated, they share variance
e.g. ice cream sales and the weather 0.8 squared is 64%
- if the shared variance is greater than the unique variance, the correlation coefficient will be high

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7
Q

Partial Correlation

A
  • Calculates what the relationship between two variables would be if we could take away the influence of additional variables
    -this is called controlling for a third variable
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