2.1 Introduction to Descriptive Statistics and Frequency Tables Flashcards
Types of descriptive statistics?
Numerical and Graphical
data distribution
tells use what values it takes and how often it take these values, can be visualized and summarized numerically
Visualizing data goals
using a picture to display the data to help see patterns
Numerically summarizing data
summarize data with just a few measures, any observations that stick out, pick most appropriate descriptors of typical value or varation
What type of visualization tools do we use for categorical data?
pie and bar charts
What type of visualization tools do we use for quantitative data
stem-and-leaf plot, dot plot, histograms, boxplots, time series plot
Frequency distribution table
shows how data is partitioned, or falls, among several classes by listing the categories along with the number of observations in each of them
Frequency =
count
relative frequency =
percentage or population
cumulative
add as you go
Bin width
difference between consecutive lower class limits
Bins should
not overlap, hot have any gaps between them, have the same width and cover the range of the data
How many bins should be used?
the square root of your number of observations