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Large-Scale Structure of the Universe and Cosmological ...

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From Eq. (B.3) we have,<br />

∞<br />

y ν1 = τ − y νp<br />

p=2<br />

(−τ) p−1<br />

(p − 1)!<br />

which, after integrating relation (B.7), implies that,<br />

L = c + τ2<br />

2<br />

∞ (−τ)<br />

+ y νp<br />

p=2<br />

p<br />

p!<br />

(B.8)<br />

= c + τ2<br />

2 + yζ(τ) + y ν1 τ, (B.9)<br />

which leads to (<strong>the</strong> integration constant c = 0 is such that ϕ(y) ∼ −y 2 at<br />

leading order in y),<br />

ϕ(y) = yζ(τ) − 1<br />

2 yτζ ′ (τ). (B.10)<br />

This equation, with Eq. (B.3), gives <strong>the</strong> tree generating function expressed as<br />

a function <strong>of</strong> <strong>the</strong> vertex generating function ζ.<br />

B.2 For Two Fields<br />

We can extend <strong>the</strong> previous results to joint tree summations. It corresponds<br />

to ei<strong>the</strong>r 2 different fields taken at <strong>the</strong> same position (as <strong>the</strong> density <strong>and</strong> <strong>the</strong><br />

velocity divergence for instance), or to two fields taken at different locations.<br />

We want to construct <strong>the</strong> joint generating function, ϕ(y1, y2), <strong>of</strong> <strong>the</strong> joint<br />

cumulants,<br />

ϕ(y1, y2) = −<br />

<br />

n,m,n+m≥2<br />

(−y1)<br />

Cnm<br />

n (−y2)<br />

n!<br />

m<br />

m!<br />

(B.11)<br />

where Cnm is <strong>the</strong> value <strong>of</strong> each cumulant. In this case for each diagram <strong>the</strong>re<br />

are n vertices <strong>of</strong> type 1, <strong>and</strong> m <strong>of</strong> type 2. They take respectively <strong>the</strong> value νp<br />

<strong>and</strong> µq if <strong>the</strong>y are connected respectively to p or q neighbors. Obviously if <strong>the</strong><br />

two fields are identical <strong>the</strong> two series identify. Moreover in order to account<br />

for cell separation, a weight ξ is put for each line connecting points <strong>of</strong> different<br />

nature.<br />

The generating function ϕ is <strong>the</strong>n a function <strong>of</strong> y1, y2, ξ, ν1, . . .,µ1, . . .. One<br />

can define <strong>the</strong> two functions τ1 <strong>and</strong> τ2 by,<br />

τ1 = 1 ∂(−ϕ)<br />

, τ2 =<br />

−y1 ∂ν1<br />

1 ∂(−ϕ)<br />

. (B.12)<br />

−y2 ∂µ1<br />

It is easy to see that <strong>the</strong> functions τ1 <strong>and</strong> τ2 are given respectively by,<br />

τ1 =y1<br />

∞<br />

p=1<br />

(−τ1)<br />

νp<br />

p−1<br />

(p − 1)!<br />

∞ (−τ2)<br />

+ ξ y2 µp<br />

p=1<br />

p−1<br />

, (B.13)<br />

(p − 1)!<br />

268

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