Summer School in Statistics for Astronomers XIV
|Onde||Penn State University|
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Summer School in Statistics for Astronomers (May 29-June 2 2018) This week provides an intensive program in statistical inference and methods for observational astronomy. Topics include: principles of probability and inference; nonparametrics; regression and model selection; bootstrap resampling; maximum likelihood; Bayesian inference; multivariate clustering and classification; spatial statistics; and time series analysis. Hands-on training uses the R statistical software environment.
Summer School in Astroinformatics (June 4-8 2018) This week gives a strong background in statistical and computational methodology for large astronomical datasets. Topics include: fundamentals of scientific computing and high-performance computing; Bayesian computation; machine learning algorithms; multivariate dimension reduction; clustering and classification; optimization; Gaussian Processes regression; neural networks and Deep Learning.
Registration and further information: <http://astrostatistics.psu.edu/su18>
Registration deadline: May 4 2018 or when the classes are full