Targeted Learning in Data Science Causal Inference for Complex Longitudinal Studies /

• Κύριοι συγγραφείς: van der Laan, Mark J. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Rose, Sherri (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Springer Series in Statistics,
• Θέματα: Statistics .; Big data.; Biostatistics.; Biomedical engineering.; Public health.; Statistical Theory and Methods.; Big Data/Analytics.; Statistics for Life Sciences, Medicine, Health Sciences.; Biomedical Engineering/Biotechnology.; Public Health.

This textbook for graduate students in statistics, data science, and public health deals with the practical challenges that come with big, complex, and dynamic data. It presents a scientific roadmap to translate real-world data science applications into formal statistical estimation problems by usin...