Potential Outcomes Consistency

Problem

Check the potential outcomes consistency assumption and return the sorted indices where the observed outcome differs from the potential outcome corresponding to the treatment received.

Hint

Consistency links the observed outcome to the potential outcome of the treatment received.

Test cases

case 1

in: [[1,0,1,0],[5,3,7,3],[0,3,0,4],[5,2,7,1]]

expected: [3]

case 2

in: [[1,0],[2,1],[2,1],[2,1]]

expected: []

case 3

in: [[],[],[],[]]

expected: []

Starter codePython

def consistency_violations(treatment, outcome, y0, y1):
    # Your code here
    pass

3 test cases · run your code against them in the editor