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Non-homogeneous Poisson point process
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)
Mathematics
Area of mathematics
Probability and statistics
Probability theory
Poisson point process
Created
2026-09-24
Updated
2026-10-03
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Let
λ
be
a
nonnegative measurable intensity
function
on
a
space
with
reference
measure
d
x
.
A
Non-homogeneous
Poisson point process
has independent counts on disjoint measurable
sets
and
N
(
A
)
∼
Poisson
(
∫
A
λ
(
x
)
d
x
)
(1)
whenever the
integral
is finite.
Table of contents
Intensity function of a point process
Non-homogeneous Poisson point process
Intensity function of a point process
(
λ
(
x
)
)
0
0
0
Non-homogeneous Poisson point process
The intensity
function
λ
is the
density
of the expected
counting
measure
:
E
[
N
(
A
)]
=
∫
A
λ
(
x
)
d
x
.
Ancestors
(6)
Poisson point process
Probability theory
Probability and statistics
Area of mathematics
Mathematics
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Past exam of the mathematics course of the University of Cambridge
/
2005
/
iii
/
Paper 39
/
2
/
Solution
Past exam of the mathematics course of the University of Cambridge
/
2019
/
ii
/
Paper 4
/
27K
/
a
/
Solution
Past exam of the mathematics course of the University of Cambridge
/
2023
/
ii
/
Paper 4
/
27J
/
a
/
Solution
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