How do the height and tickness of clouds influence the probability of precipitation? ?

The clouds denseness is what can help you predict precipitation. A cloud could be huge but hollow so that the precipitation is less than it looks like it should be. However, a small cloud could be dense so that it would rain more than you predict.

Answercompass direction;