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Mattias Villani
Professor of Statistics at Stockholm University
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By
Mattias Villani
Edited
Apr 15
Fork of
Maximum likelihood - Poisson regression
1
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import
{
toc
}
from
"@mbostock/toc"
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import
{
addColumn
}
from
"@observablehq/excel-add-columns"
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optimjs
=
require
(
'optimization-js@1.5.0/dist/optimization.js'
)
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reserve_threshold
=
0.575
// threshold to obtain the auction with lowest reserve prices
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yaxislabel
=
{
if
(
settings
[
2
]
)
{
return
"log-likelihood"
}
else
{
return
"average probability for a single observation"
}
}
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data_high
=
ebaydata
.
filter
(
d
=>
d
.
ReservePriceFrac
>
reserve_threshold
)
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y
=
Array
.
from
(
d3
.
map
(
data
,
d
=>
d
.
NBidders
)
)
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y_high
=
Array
.
from
(
d3
.
map
(
data_high
,
d
=>
d
.
NBidders
)
)
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mle
=
d3
.
mean
(
y
)
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mle_high
=
d3
.
mean
(
y_high
)
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Basic Statistics
Mattias Villani
STM
Mattias Villani
SDA3
Mattias Villani
Bayesian Learning
Mattias Villani
SDA1
Mattias Villani
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