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Bibliographies
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) 2225. [
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)