Spearman Rank Correlation Coefficient (AQA A-Level Geography): Flashcards

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Spearman Rank Correlation Coefficient
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Spearman rank correlation coefficient measures

Strength & direction of correlation between two variables

Range of Rs values

+1.0 (perfect positive) to -1.0 (perfect negative)

Correlation vs causation

Correlation does not prove a causal link

'd' in Spearman formula represents

Difference in ranking between paired data sets

'n' in Spearman formula represents

Number of sets of paired data

Minimum sample size for Spearman rank

At least 10 sets of paired data

Maximum sample size for Spearman rank

No more than 30 sets of paired data

Positive correlation means

As one variable increases, the other also increases

Negative correlation means

As one variable increases, the other decreases

Key data requirement for Spearman rank

Data must be capable of being ranked highest to lowest

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