A new model to predict weak-lensing peak counts II. Parameter constraint strategies

@article{Lin2015ANM,
  title={A new model to predict weak-lensing peak counts II. Parameter constraint strategies},
  author={Chieh-An Lin and M. Kilbinger},
  journal={arXiv: Cosmology and Nongalactic Astrophysics},
  year={2015}
}
Peak counts have been shown to be an excellent tool to extract the non-Gaussian part of the weak lensing signal. Recently, we developped a fast stochastic forward model to predict weak-lensing peak counts. Our model is able to reconstruct the underlying distribution of observables for analyses. In this work, we explore and compare various strategies for constraining parameter using our model, focusing on the matter density $\Omega_\mathrm{m}$ and the density fluctuation amplitude $\sigma_8… Expand
Simulation-based marginal likelihood for cluster strong lensing cosmology
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