week 3: central tendency and variability Flashcards
Measures of central tendency
mean
mode
median
Measures of variability
range
variance
standard deviation
what is Central tendency
most typical or common score
Central tendency: The mean
the average score
symbols and meaning
S: the sum of
X: a score in the distribution of a variable X
N: the number of scores in a distribution
Central tendency: The mode
the most common score in a unimodal (one peak) distribution
Central tendency: The median
the middle score when all scores are ranked (usually lowest to highest)
when is The median a better measure for central tendency than the mean
in skewed distributions, a few extreme scores can affect the mean
skews and central tendency
normal distribution: mode/mean/median equal
skewed distributions both way the median is best to use
Variability
how spread out the scores are in a distribution
Variability
how spread out the scores are in a distribution
Measures of variability
Range
Interquartile range
Variance
The standard deviation
Range
difference between the highest and lowest obtained scores
Interquartile range (IQR)
boundaries for the middle 50% of scores
Variance
how spread out a set of scores is around their mean