1. Summary Statistics
What is Statistics?
- The field of statistics : the practice and study of collecting and analyzing data
- Two main branches of statistics:
- Descriptive/Summary statistics - describing or summarizing our data
- Inferential statistics - collect a sample of data, and apply the results to the population that the sample represents.
- allows us to answer practical questions:
- average salary in the USA
- customer inquiries is a company likely to receive per week?
- applications
- developing safer products such as cars or airplanes
- help governments understand the needs of a population
- validates scientific breakthroughs
Limitations of statistics
- statistics requires specific, measurable questions:
- Statistics requires specific, measurable questions
- requires specific measuaranle questions
- We can’t use statistics to find out why relationships exist,
Numeric
- continuous data: interval or count data
- How Visualizing numeric data
Categorical
- nominal
- ordinal data
- how strongly do you agree
Inferential statistics
- use a sample to draw conclusions about a population
- how many people purhcase clothing?