You cannot sponsor your sibling. He will get points for having a Canadian PR brother (15 points), but he needs to qualify on his own.
In addition, there are some provinces that will prefer candidates that have siblings living in the province (Alberta, for example). However, your brother will still have to meet all the other requirements of the program - it's not enough just to have a brother living in Alberta