* Probability Models for Smoking
*
* Keywords:
* regression, probability, linear, logit, probit, smoking, factors
*
* Description:
* We illustrate how to estimate Linear, Logit and Probit Probability Models
* for Smoking
*
* Author(s):
* Skif Pankov
*
* Source:
* Damodar N. Gujarati and Dawn C. Porter, Basic Econometrics - 5th Edition
* McGraw-Hill International Edition, Chapter 15, Example 15.7 (page 573)
*
sample 1 1196
* Reading the data and naming variables
read(data_15.7.shd) smoke age educ inc pcig
* Running a Linear Probability Model
ols smoke age educ inc pcig
* Running a Logit model
logit smoke age educ inc pcig
* Running a Probit model
probit smoke age educ inc pcig
stop