TY - BOOK AU - Vapnik,Vladimir ED - SpringerLink (Online service) TI - Estimation of Dependences Based on Empirical Data: Empirical Inference Science Afterword of 2006 T2 - Information Science and Statistics, SN - 9780387342399 U1 - 006.3 23 PY - 2006/// CY - New York, NY PB - Springer New York KW - STATISTICS KW - ARTIFICIAL INTELLIGENCE KW - MATHEMATICAL STATISTICS KW - ARTIFICIAL INTELLIGENCE (INCL. ROBOTICS) KW - STATISTICAL THEORY AND METHODS N1 - Realism and Instrumentalism: Classical Statistics and VC Theory (1960-1980) -- Falsifiability and Parsimony: VC Dimension and the Number of Entities (1980-2000) -- Noninductive Methods of Inference: Direct Inference Instead of Generalization (2000-...) -- The Big Picture UR - http://dx.doi.org/10.1007/0-387-34239-7 ER -