1.2 Quantitive Data Flashcards
Univariate Data
(One-variable) describes a single characteristic of a dataset or population
Bivariate Data
(Two-variable) describes two characteristics for each subject
Multivariate Data
(Many variables) describes many characteristics for each subject
How do we display Quantitive Data?
- Dotplots(line plots)
- Stem-and-leaf plot
- Histogram
- Box-and-whiskers plots
What is a dot plot?
A dot plot is the simplest graph to construct and interpret, as each data value is shown as a dot( or x) above its location on a number line.
What is a stem-and-leaf Plot(stem plot)?
It’s best for small data and nicely shows the shape of a distribution but it can be hard to make sometimes.
How does a back-to-back stem plot look?
What is a histogram?
Graphical Display Of Distribution: Center
Where is the location of the center of the dataset(i.e, mean, median, mode)?
Graphical Display Of Distribution: Spread
How far apart are the data values (i.e, variance, standard deviation , range, IQR) ?
Graphical Display Of Distribution: Clusters
Are the data bunched or grouped around a specific value?
Graphical Display Of Distribution: Gaps
Are there intervals for which there are no data?
Graphical Display Of Distribution: Outliers
Are there values unusually different from the rest?
Graphical Display Of Distribution: Shape
Symmetric, skewed, one or more peaks?
Graphical Display Of Distribution: what is the acronym to describe the distributions graphically?
CUSS
- Center
- Unusual (clusters, gaps, outliers)
- Shape
- Spread