Mathematics – Probability
Scientific paper
Dec 2008
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2008aipc.1082..324h&link_type=abstract
CLASSIFICATION AND DISCOVERY IN LARGE ASTRONOMICAL SURVEYS: Proceedings of the International Conference: ``Classification and Di
Mathematics
Probability
Dark Energy, Probability Theory, Stochastic Processes, And Statistics, Relativity And Gravitation, Cosmology
Scientific paper
The quest to discover the nature of Dark Energy has raised a number of issues of data analysis and technique which have wider applicability, so here I will focus on some general discovery techniques. In this review, I cover a number of topics including recent advances in parameter estimation and model selection, as well as reviewing techniques for dealing with data with near-singular correlation properties. In addition, I look at survey design methods for model selection, with an example to distinguish Dark Energy from beyond-Einstein gravity theories.
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