stats final 251 Flashcards
List three or more categorical variables.
Gender (male, female, other), color, race
List three or more quantitative variables.
Age, number of siblings you have, the mass or weight of an object
Explain the difference between categorical and quantitative variables.
You can do logical math with quantitative variables since they can be calcified as intervals,
Give an example of a numerical value that is NOT quantitative.
Temperature degrees since they can be used logically for math
Explain the difference between quantitative variables on the interval scale versus the ratio scale.
quanitative Interval data can have logical operations done between them
while the ratio scale like temerature canot
Explain the difference between categorical variables that are nominal versus ordinal.
If there is no ordering that can be done between categories the variable is nominal, but if there is some type of order that can be applied the variable is ordinal.
How do you visually display categorical data?
On a horizontal axis with a list of categories.
How do you visually display quantitative data?
The horizontal axis contains ranges of numbers that represent a continuum
Explain the difference between discrete and continuous distributions.
Discrete distributions use countable unique numbers while continuous distributions have an infinite range of possible values
Describe how we can characterize a distribution.
Describe it in terms of where the modes can be found (for uniform this isn’t as useful
What are descriptive statistics and what does each one tell us about our data?
They tell us about our data - the mean is average, median is middle, mode is popular, range is spread, and standard deviation is variability. Quartiles and percentiles show data locations and outliers.
What are the similarities between bar charts, pie charts, histograms, stem-and-leaf, dotplots, and boxplots?
-Visualization tools for data visuals.
-Used to put together and understand data.
-Helpful for categorical data.
What are the diffrences between bar charts, pie charts, histograms, stem-and-leaf, dotplots, and boxplots?
-Bar Charts: Show differences between categories.
-Pie Charts: Display parts usually as a % of a whole
-Histograms: show data distribution.
What is metadata?
data that provides info about other data gives details about a dataset or piece of information.
What are some examples of descriptive statistics and what do they tell us?
One example of a descriptive statistic would be the mean which gives us the average values of a set of data