You can apply to sponsor dependants and spouses once you land. You must live inside Canada to do this.
The program to sponsor parents is suspended right now. We think it will restart later this year, but we don't have a date yet.
Depending on your province, there may be ways to help sponsor siblings. This usually requires them to have a job offer.