Measures of Central Tendency
- These measures tell us where the "middle" of the data is.
- A common word is average
- This term has different definitions
- The middle of a set of data: arithmetic average, median
- The "representative" piece of data: "average man", mode
- The mean, x̄
- The median is the middle data value.
- Sort the data.
- Find the middle number of the size of the data set is odd.
- Find the average of the two middle numbers if the size of the data set is even.
- The mode is the data the occurs most frequently
- Data sets may not have a mode, if no data occurs more than once
- Data sets may be multimodal if several data occurs more than once and have the same maximum frequency.
- The definition of mode sometimes excludes mutimodal data from having a mode.
- The midrange is the average of the maximum and minimum data values.
- Do some problems 803.
Measures of Position
- These measures tell the location of a piece of data within the entire data set.
- This is useful when you wish to compare one piece of data to the rest of the data.
- The easiest is to determine if the item is in the upper or lower half of the data.
- Compute the median.
- If the data is larger than the median it is in the top 50% , otherwise it is in the lower 50%.
- This means 1/2 either did better or worse.
- Quartiles refine this
- 4 bins not 2.
- Compute the median.
- Divide the data into two sets based on the median.
- If there is an odd number of data, exclude the median from either set
- Compute the median of each data set.
- Percentiles take this even further, 100 bins, not 4.
- Do problems 48 and 50 page 805.