Penn State's Center for Astrostatistics is continuing its annual Summer Schools in Statistics for Astronomers designed for graduate students and researchers in astronomy. This is being supplemented with a new additional week-long Summer School in Astroinformatics. Lectures and tutorials are presented by a team of experienced professors in statistics, astronomy, computer science, and informatics. Classroom instruction is interspersed with hands-on analysis of astronomical data with opportunity for discussion of methodological issues.