Chapter 2 - Describing data: numerical Flashcards
Population variance
The sum of the squared differences between each observation
And the population mean divided by the population size
Sample variance
The sum of the squared differences between each observation and the sample mean divided by the sample size
Standard deviation
The population standard deviation with the square root
Sample standard deviation
The sample variance with the square root
How much data lies under 1 standard deviation from the mean?
68%
How much data lies under 2 standard deviations from the mean?
95%
Z - score
A standardised value that indicates the number of standard deviations a value is from the mean
What does a z-score greater than zero indicate?
That the value is greater than the mean
Covariance (Cov)
A measure of the inner relationship between two variables
A positive value indicates a direct or increasing linear relationship, and a negative value indicates a decreasing linear relationships
Correlation coefficient
Computed by dividing the covariance by the product of the standard diatoms of the two variables