Statistics, Data Mining, and Machine Learning in Astronomy is the essential introduction to the statistical methods needed to analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response System, the Dark Energy Survey, and the Lar…
As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements for billions of celestial objects. This book provides a comprehensive and access…
As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements for billions of celestial objects. This book provides a comprehensive and access…
Cover; Title; Copyright; Contents; Preface; I Introduction; 1 About the Book and Supporting Material; 1.1 What Do Data Mining, Machine Learning, and Knowledge Discovery Mean?; 1.2 What is This Book About?; 1.3 An Incomplete Survey of the Relevant Literature; 1.4 Introduction to …