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mrpy: Renormalized generalized gamma distribution for HMF and galaxy ensemble properties comparisons

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Ada Coda
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mrpy: Renormalized generalized gamma distribution for HMF and galaxy ensemble properties comparisons

Postby Ada Coda » Thu Mar 01, 2018 4:20 am

mrpy: Renormalized generalized gamma distribution for HMF and galaxy ensemble properties comparisons

Abstract: mrpy calculates the MRP parameterization of the Halo Mass Function. It calculates basic statistics of the truncated generalized gamma distribution (TGGD) with the TGGD class, including mean, mode, variance, skewness, pdf, and cdf. It generates MRP quantities with the MRP class, such as differential number counts and cumulative number counts, and offers various methods for generating normalizations. It can generate the MRP-based halo mass function as a function of physical parameters via the mrp_b13 function, and fit MRP parameters to data in the form of arbitrary curves and in the form of a sample of variates with the SimFit class. mrpy also calculates analytic hessians and jacobians at any point, and allows the user to alternate parameterizations of the same form via the reparameterize module.

Credit: Murray, Steven G.; Robotham, Aaron S. G.; Power, Chris

Site: http://mrpy.readthedocs.io/en/stable/
http://adsabs.harvard.edu/abs/2018arXiv180102723M

Bibcode: 2018ascl.soft02015M

ID: ascl:1802.015

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