what is the difference between field and sigma field?
In fact field and sigma-field are algebra and sigma-algebra of Real Analysis in probability. The difference is in one condition. In Sigma-field you need being closed in respect of countable(finite and infinite countable) union but in field (without sigma) you only need being closed in respect of finite union.