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Alexander Verkhoglyad
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Published
By
Alexander Verkhoglyad
Edited
Apr 2, 2020
1 fork
Insert cell
md
`# T-test TTI`
Insert cell
pvalue
=
jStat
.
ttest
(
0
,
10000000
,
sdDiffSample
,
diffSampleSize
,
2
)
.
toFixed
(
80
)
Insert cell
jStat
.
mean
(
oldRouterTTISeries
)
Insert cell
jStat
.
mean
(
newRouterTTISeries
)
Insert cell
sdDiffSample
=
jStat
.
stdev
(
newRouterTTISeries
)
**
2
/
newRouterTTISeries
.
length
+
jStat
.
stdev
(
oldRouterTTISeries
)
**
2
/
oldRouterTTISeries
.
length
Insert cell
diffSampleSize
=
newRouterTTISeries
.
length
+
oldRouterTTISeries
.
length
Insert cell
newRouterTTISeries
=
parseTTI
(
newRouterStats
)
Insert cell
oldRouterTTISeries
=
parseTTI
(
oldRouterStats
)
Insert cell
function
parseTTI
(
stat
)
{
return
stat
.
runs
.
map
(
stat
=>
stat
.
timings
.
find
(
(
{
id
}
)
=>
id
===
'interactive'
)
)
.
map
(
(
{
timing
}
)
=>
timing
)
;
}
Insert cell
newRouterStats
=
d3
.
json
(
'https://gist.githubusercontent.com/hexode/ae6d828f4f30fbc785081244f8464e88/raw/a1b40d8ac685fd84a77aed9e2787e7b675167096/new-router.json'
)
Insert cell
oldRouterStats
=
d3
.
json
(
'https://gist.githubusercontent.com/hexode/99dcd64e9cb527deeec8c211e2a4a8b3/raw/6f64f4e1794ca072d879a17872c3f4c0ce7fd23c/old-router.json'
)
Insert cell
jStat
=
require
(
'jstat'
)
Insert cell
d3
=
require
(
"d3@5"
)
Insert cell
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pvalue
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sdDiffSample
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diffSampleSize
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newRouterTTISeries
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oldRouterTTISeries
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parseTTI
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newRouterStats
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d3
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