Annotated bibliographies for astrostatistics:

• Statistics books by physicists, astronomers and engineers

• Conference proceedings on statistics for astronomy and physics

• Selected articles in statistics for astronomy and physics

• Statistics books by statisticians
  • Broad coverage in one volume
  • R software package
  • Resampling and Computational methods
  • Nonparametric statistics
  • Multivariate statistics
  • Bayesian methods
  • Time series and stochastic processes
  • Nonlinear regression
  • Pattern recognition and image analysis
  • Spatial point processes
  • Data visualization & mining
  • Other topics (model selection, survival analysis)

Volumes/articles produced at the Center for Astrostatistics

• Astrostatistics special issue of the journal Statistical Methodology (2008)


• Statistics in Astronomy, a review in Encyclopedia of Statistical Sciences (16 vols, S. Kotz et al. eds.). (2008).


• Big Data in Astronomy, an article in Significance, 9, issue 4, August (2012) 22-25. [Article].

Statistical Challenges in Modern Astronomy (1992)	Astrostatistics (1996)	Statistical Challenges in Modern Astronomy II (1997)	Statistical Challenges in Modern Astronomy (2003)
Statistical Challenges in Modern Astronomy IV (2007)	Statistical Challenges in Modern Astronomy V (2012)	Modern Statistical Methods for Astronomy With R Applications (2012)