Pierre has been too gentle. I would suggest that you first use the search function here looking for "duplicates" or for "markduplicates", and also to use the "tags" section selecting any of those 2 mentioned tags. you'll find plenty of information there that describes what NGS duplicates are, why we have to consider them specially in the analysis, when it's advisable to remove them and when it's not,...
see that thread on SE: http://seqanswers.com/forums/showthread.php?t=6854&highlight=large+sample+calls
Pierre has been too gentle. I would suggest that you first use the search function here looking for "duplicates" or for "markduplicates", and also to use the "tags" section selecting any of those 2 mentioned tags. you'll find plenty of information there that describes what NGS duplicates are, why we have to consider them specially in the analysis, when it's advisable to remove them and when it's not,...