Data Presentation and Interpretation Flashcards
What is extrapolation?
What is the main disadvantage of extrapolation?
Gives a much less reliable estimate
What is a measure of central tendency?
A measure which describes the centre of the data
When is the mode used?
When data is qualitative or quantitative
When is the median used?
For quantitative data when there are extreme values because it is unaffected
When is the mean used?
For quantitative data, however it is affected by extreme values.
- it uses all the values in the data so it gives a true measure of data
What is a measure of spread?
A measure of how spread out the data is
- measures of dispersion or variation
State the types of measures of central tendency
Mean
Mode
Median
State the types of measures of spread
Range
Interquartile range
Interception range
Variance
Standard deviation
State the two definitions of an outlier
Q3 + k(Q3 - Q1) or (IQR)
Q1 - k(Q3 - Q1)
K is generally 1.5
What is data cleaning?
The process of removing anomalies from a data set
When comparing data you should comment on…
- A measure of location (central tendency)
- A measure of spread
When comparing data you can use the…
Mean and standard deviation
Median and interquartile range