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PHYS08200605006 D.K. Hazra - Homi Bhabha National Institute

PHYS08200605006 D.K. Hazra - Homi Bhabha National Institute

PHYS08200605006 D.K. Hazra - Homi Bhabha National Institute

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6.2. FROM THE PRIMORDIAL SPECTRUM TO THE FORMATION RATE OF HALOS<br />

for a faster convergence of the Markov Chains. Secondly, we have chosen the priors on α<br />

and β such that the scalar field does not get trapped by the oscillations in the potential.<br />

We should also note that unlike in Chapters 2 and 3, we have not included the tensor<br />

perturbations, as the corresponding effects are negligible. Moreover, as we have discussed<br />

in Chapter 3, in the case of potentials with oscillations, which lead to fine features<br />

in the scalar power spectrum, we will have to modify CAMB in order to ensure that the<br />

CMB angular power spectrum is evaluated for every multipole, and compare them with<br />

the data [98, 101]. But, we have not implemented this point here since we are only interested<br />

in the marginalized probabilities of the potential parameters. These probabilities<br />

shall indicate the extent to which deviations from a nearly scale invariant spectrum is allowed<br />

by the data, which we shall then make use of to study the corresponding effects on<br />

the formation of dark matter halos. We should also mention that we not taken the nonlinear<br />

[127] effects on the matter power spectrum, but have included the SZ effect and<br />

the effects due to gravitational lensing in our analysis. Finally, as in our earlier analysis,<br />

we shall set the Gelman and Rubin parameter|R−1| to be0.03 for convergence in all the<br />

cases.<br />

6.2 From the primordial spectrum to the formation rate of<br />

halos<br />

In this section, we shall quickly outline the standard formalism to arrive at the formation<br />

rate of halos from the primordial power spectrum.<br />

6.2.1 The matter power spectrum<br />

Recall that the matter power spectrum at a given redshiftP M<br />

(k,z) is related to the primordial<br />

power spectrumP S<br />

(k) through the expression (1.30). Evidently, given the primordial<br />

spectrum, we require the CDM transfer function T(k) and the growth factor D + (z) to<br />

arrive at the matter power spectrum.<br />

If we define D + (a) = g(a)/a, then, one finds that, in the spatially flat ΛCDM model,<br />

the quantity g satisfies the differential equation [18, 128]<br />

d 2 g<br />

dlna 2 + 1 2 [5+3Ω Λ(a)]<br />

dg<br />

dlna +3Ω eff(a)g = 0, (6.1)<br />

where Ω eff (a) = Ω Λ H 2 0 /H2 , with Ω Λ denoting the dimensionless density parameter associated<br />

with the cosmological constant today.<br />

We shall solve this differential equa-<br />

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