Why is a cumulative distribution function a natural choice for the modeling of a limited dependent variable-particularly a dichotomous one?
A) Cumulative distribution functions are smooth.
B) Cumulative distribution functions are nonlinear.
C) Cumulative distribution functions are easy to calculate.
D) Cumulative distribution functions have a range between 0 and 1.

Question

Quizplus · Accepted Answer

Cumulative distribution functions have a range between 0 and 1, which is suitable for modeling dichotomous variables that have a limited range of possible values (i.e., only two possible outcomes). This allows us to easily interpret the probability of each outcome based on the value of the predictor variables.

Why Is a Cumulative Distribution Function a Natural Choice for the Modeling