Is smoking associated with height and weight?

The reported relationship between height and smoking was tested using data from a representative sample of the U.S. population (N = 41,014). Both height and weight were associated with smoking. A further analysis for males and females separately showed that the initial results were a result of confounding of the variables with gender.