Use of alloc init instead of new

Learning Objective-C and reading sample code, I notice that objects are usually created using this method:

SomeObject *myObject = [[SomeObject alloc] init];

instead of:

SomeObject *myObject = [SomeObject new];

Is there a reason for this, as I have read that they are equivalent?