We apply Bayesian approach to construct a large number of minimally constrained equations of state (EOSs) and study their correlations with a few selected properties of a neutron star (NS). Our set of minimal constraints includes a few basic properties of saturated nuclear matter and low-density pure neutron matter EOS which is obtained from a precise next-to-next-to-next-to-leading-order (NLO) calculation in chiral effective field theory. The tidal deformability and radius of NS with mass $1-2 M_\odot\beta$-equilibrated matter at densities higher than the saturation density ( fm) in a nearly model-independent manner. These correlations are employed to parametrize the pressure for -equilibrated matter, around 2, as a function of neutron star mass and the corresponding tidal deformability. The maximum mass of neutron star is also found to be strongly correlated with the pressure of -equilibrated matter at densities .

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