Type Ia supernovae have similar peak luminosities that can be standardized using their light-curve width and color, rather than assumed to be identical without correction. Their redshifts and corrected apparent magnitudes give a distance modulus,
Compare this Hubble diagram with the luminosity-distance prediction of a background cosmology. Restoring , put , and define as for , for , and for . Then
Neglecting radiation at these redshifts, Friedmann equations and a separately conserved dark energy component with give
For constant , the last factor is ; a cosmological constant has . Thus the redshift dependence of the measured distance constrains matter density, curvature and the dark-energy equation of state. At small redshift, , showing how departures from the linear Hubble law probe the deceleration parameter.
The early distant-supernova analyses found larger distances than matter-only decelerating models predicted, providing evidence for accelerated expansion; see the 1998 supernova analysis and the 1999 independent supernova analysis. This is a statement about the distance-redshift curve under the standardization and cosmological assumptions, not a direct measurement of a fluid pressure.
The absolute magnitude–Hubble constant degeneracy means uncalibrated supernovae constrain the shape of without separately determining and the common absolute luminosity. The integral over also makes different matter, curvature and histories partly degenerate. Wide redshift coverage and independent cosmic microwave background and large-scale structure of the universe information help break these degeneracies. Dust extinction, source evolution, photometric calibration, sample selection and K corrections must be modeled, and constraints on a time-dependent equation of state depend on how that function is parameterized. Standardized supernovae test the expansion history; they do not by themselves uniquely determine every cosmological parameter.

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