In statistics, we have another approach called stepwise regression. Explain to us what it is in relation to the selection of independent variables?

There are a couple of other stepwise techniques give a brief description?

ordinary least square is the most widely used type of regression. However, there are other type of regression. Can you give us ideas and examples about other types of regression techniques?