Lesson 5 Flashcards
Qualitative data is often summarized by contracting tables called..
frequency tables, to see how many times a variable has certain values
In addition to the frequency, we may
be interested in the relative
frequency which is..
the proportion (or
percentage) of the total that falls
into each category.
If the variable has a natural ordering,
we may want to know the
cumulative frequency. Cumulative
frequency counts how often an
observation falls into each category
OR any of the categories before it.
We can combine the ideas of relative
frequency and cumulative frequency
to get a
This is the proportion (or
percentage) of observations in the
current category or the categories
before it.
How could I calculate cumulative
relative frequency?
Option 1: Add up the relative
frequencies as I go like I did when
calculating cumulative frequency.
Option 2: Divide the cumulative
frequencies by the total (28).
Sometimes people will make frequency tables
for quantitative data too. When they do this, the
create “bins” of values so that the variable looks
qualitative.
For example, if I have the variable income, I could
create categories of
* $0 - $50,000
* $50,000 - $100,000
* $100,000 - $150,000
* etc.
Note: Bins are made with equal length in each. In
other words, it should have the same amount of
increment for all bins.