Astronomy and Astrophysics – Astrophysics
Scientific paper
2006-06-07
Astrophys.J.646:L1-L4,2006
Astronomy and Astrophysics
Astrophysics
4 pages, 4 figures, accepted for publication in ApJL
Scientific paper
10.1086/506448
The complexity and accuracy of current and future precision cosmology observational campaigns has made it essential to develop an efficient technique for directly combining simulation and observational datasets to determine cosmological and model parameters; a procedure we term calibration. Once a satisfactory calibration of the underlying cosmological model is achieved, independent predictions for new observations become possible. For this procedure to be effective, robust characterization of the uncertainty in the calibration process is highly desirable. In this Letter, we describe a statistical methodology which can achieve both of these goals. An application example based around dark matter structure formation simulations and a synthetic mass power spectrum dataset is used to demonstrate the approach.
Habib Salman
Heitmann Katrin
Higdon David
Nakhleh Charles
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