Comparing Standard Deviations

achudnoff — Mon, 28 Sep 2020 11:48:56 GMT

I'm trying to write a report that returns any report types where the 1 hour average Duration has exceed the average + 2 Standard Deviations for a running 24 hours. How can I compare these values?

I have a query, but the 1 hour average isn't showing up:

index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest = -24h latest=now| stats avg(Duration) as avg stdev(Duration) as standdev by ReportType | eval two = 2* standdev | eval avgts = avg + two | append [ search index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest=-1h latest=now | stats avg(Duration) as nowavg ]

Re: Comparing Standard Deviations

lguinn2 — Sun, 13 May 2012 07:35:27 GMT

First, I have a question: what do you get when you run the two searches independently? That is, what happens when you run

index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest = -24h latest=now| stats avg(Duration) as avg stdev(Duration) as standdev by ReportType | eval two = 2* standdev | eval avgts = avg + two

And what happens when you run

index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest=-1h latest=now | stats avg(Duration) as nowavg

I think you will get a number of results for the first search (one for each ReportType) and only 1 result for the second search. I think I would do it this way

index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest = -24h@h latest=@h | 
fields Duration ReportType |
stats avg(Duration) as avg stdev(Duration) as standdev by ReportType |  
eval avgts = avg + ( 2* standdev ) | 
fields ReportType avgts |
join ReportType  [ search
index="prd_common_events" AppCode="MMX" EventName="ReportRun" earliest = -1h@h latest=@h | 
fields Duration ReportType |
stats avg(Duration) as nowavg by ReportType |
fields ReportType nowavg ] |
where nowavg > avgts

Hope this works for you!

topic Comparing Standard Deviations in Reporting

Comparing Standard Deviations

Re: Comparing Standard Deviations