Non-Parametric Inference in Astrophysics

Details Non-Parametric Inference in Astrophysics Non-Parametric Inference in Astrophysics

2001-12-03

arxiv.org/abs/astro-ph/0112050v1

Astronomy and Astrophysics

Astrophysics

Invited presentation at "Statistical Challenges in Modern Astronomy III" July 18-21 2001 Penn St. University. See http://www.p

Scientific paper

We discuss non-parametric density estimation and regression for astrophysics
problems. In particular, we show how to compute non-parametric confidence
intervals for the location and size of peaks of a function. We illustrate these
ideas with recent data on the Cosmic Microwave Background. We also briefly
discuss non-parametric Bayesian inference.

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