Ch4 - Correlation Flashcards

1
Q

Bivariate Data

A

Data which has pairs of values for two variables

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2
Q

Correlation

A

Describes nature of the linear relationship between two variables.

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3
Q

When two variables are correlated:

A
  • Consider the context of the question

- Use common sense to determine whether they have a casual relationship.

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4
Q

Regression line of y on x

A

y = a + bx

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5
Q

Coefficient b tells you the change in y for each unit change in x.

A
  • Data positively correlated, b will be positive

- Data negatively correlated, b will be negative.

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6
Q

When should you use the regression line?

A

To make predictions for values of the dependent variable that are within the range of the given data.

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7
Q

What does X-axis show?

A

Explanatory variable

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8
Q

What does Y-axis show?

A

Response variable

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9
Q

When do two variables have a casual relationship?

A

If a change in one variable causes a change in the other. Just because two variables show correlation does not necessarily mean casual relationship.

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10
Q

Least Squares Regression line

A

Straight line that minimises the sum of the squares of the distances of each point from the line

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11
Q

Positive Correlation

A

One increases, other also increases.

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12
Q

Negative Correlation

A

One increases, another decreases.

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