To start, let me say i am a programmer and not a math wiz, so this question might be very simple.
I have a data set of prices that sort of looks like this
1399.00
13.99
13.97
13.83
13.48
...
~9
So what happens is everyone "bids" a few cents lower than everyone else, and one person had an "error" that resulted in 1399 isk instead of 13.99 (I cannot sanitize the data, read on)
The data is presented to me in the following XML format:
<marketstat><type id="34">
<buy>
<volume>16831614476</volume>
<avg>4.60</avg>
<max>4.73</max>
<min>2.96</min>
<stddev>0.45</stddev>
<median>4.69</median>
<percentile>4.72</percentile>
</buy>
Using only these data points, is it possible to predict the "true" max, ie discard the ridiculously high price and provide a value near the "max"?