Measures of central tendency Flashcards
How is mean calculated/strengths and weaknesses
Add up all values then divide by total number of values
Strengths:
Uses all data
Weaknesses:
Unrepresentative if there are extreme values
Can only be used for ordinal and interval data
How is median calculated/strengths and weaknesses
Arrange values from lowest to highest and find the middle value
In an even number of values, median is halfway between 2 middle scores
Strengths:
Not affected by extreme values
Weaknesses:
Does not use all values
How to calculate mode/strengths and weaknesses
Most frequent value
Strengths:
Useful for categorical data
Not affected by extreme outliers
Weaknesses:
Not useful when there are several modes
How to calculate range/strengths and weaknesses
Difference between highest and lowest value
Strengths:
Quick and easy
Weaknesses:
Affected by extreme values
Does not take into account all values
What does standard deviation show/strengths and weaknesses
Shows how far data is from the mean/whether data is consistent or not
Low SD = Tightly clustered data - data is more consistent
High SD = Spread data - less consistent
Strengths - Uses all values
Weaknesses - Harder to calculate compared to range
Affected by extreme outliers