Indices' PE Ratios

I have been mildly suspicious of index PE ratio computations. This feeling of distrust came about a few years ago after learning that a source that I follow do not include losses in its computation of earnings. Now, this and this have made me even more wary. (By the way, thanks to Dr. Greg Mankiw for the lead.)