3 kinds of sampling
You're going to compare the performance of point estimates using simple, stratified, and cluster sampling. Before doing that, you'll have to set up the samples.
You'll use the RelationshipSatisfaction
column of the attrition_pop
dataset, which categorizes the employee's relationship with the company. It has four levels: Low
, Medium
, High
, and Very_High
. pandas
has been loaded with its usual alias, and the random
package has been loaded.
This exercise is part of the course
Sampling in Python
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Perform simple random sampling to get 0.25 of the population
attrition_srs = ____