There are 2 ways, depending on your Bash version.
The classic and portable (Bash pre-4) way is:
cmd >>outfile 2>&1
A nonportable way, starting with Bash 4 is
cmd &>>outfile
(analog to &>outfile)
For good coding style, you should
- decide if portability is a concern (then use classic way)
- decide if portability even to Bash pre-4 is a concern (then use classic way)
- no matter which syntax you use, not change it within the same script (confusion!)
If your Script already starts with #!/bin/sh (no matter if intended or not), then the Bash 4 solution, in general any Bash specific code, is not the way to go.
Also remember that Bash 4 &>> is just shorter writing, it does not introduce any new functionality or similar.
Syntax is (beside other redirection syntax) described here: http://bash-hackers.org/wiki/doku.php/syntax/redirection#appending_redirected_output_and_error_output