it could also be that you forgot to turn off your garden sprinkler. The aim is to find the best explanation, or hypothesis, for what you see: given the lawn is wet, what is the probability (i) that it rained overnight, or (ii) that you left the sprinkler on? In other words, we want to infer the most likely cause for the observed data.