369.6 Lei 462 Lei
sau 36960 de puncte. Detalii.
Livrare in 15 zile lucratoare
An aparitie: 2014
Data aparitie: 18022014
Editura: Princeton University Press
Format: 185 x 256 x 38 mm
Nr. pagini: 560
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 accessible introduction to the cutting-edge statistical methods needed to efficiently analyze complex data sets from astronomical surveys such as the Panoramic Survey Telescope and Rapid Response System, the Dark Energy Survey, and the upcoming Large Synoptic Survey Telescope. It serves as a practical handbook for graduate students and advanced undergraduates in physics and astronomy, and as an indispensable reference for researchers. Statistics, Data Mining, and Machine Learning in Astronomy presents a wealth of practical analysis problems, evaluates techniques for solving them, and explains how to use various approaches for different types and sizes of data sets. For all applications described in the book, Python code and example data sets are provided.
The supporting data sets have been carefully selected from contemporary astronomical surveys (for example, the Sloan Digital Sky Survey) and are easy to download and use. The accompanying Python code is publicly available, well documented, and follows uniform coding standards. Together, the data sets and code enable readers to reproduce all the figures and examples, evaluate the methods, and adapt them to their own fields of interest. * Describes the most useful statistical and data-mining methods for extracting knowledge from huge and complex astronomical data sets * Features real-world data sets from contemporary astronomical surveys * Uses a freely available Python codebase throughout * Ideal for students and working astronomers
Cartea Statistics, Data Mining, and Machine Learning in Astronomy face parte din categoria Astronomy a librariei online Libris.ro si este scrisa de Ivezic. Livrarea se face din stocul furnizorului nostru din UK in aproximativ 10 zile lucratoare. Transportul este gratuit prin curier rapid, oriunde in Romania, pentru orice comanda de minimum 50 de lei. Pentru orice solicitare sau informatie suplimentara apelati call center-ul Libris de luni pana vineri intre orele 8-20.