TY - BOOK AU - Forsyth,David TI - Probability and statistics for computer science SN - 9783319877884 AV - QA76.9.M35 F67 2018 PY - 2018/// CY - Cham, Switzerland PB - Springer KW - Computación KW - Métodos estadísticos N1 - 1 Notation and conventions -- 2 First Tools for Looking at Data -- 3 Looking at Relationships -- 4 Basic ideas in probability -- 5 Random Variables and Expectations -- 6 Useful Probability Distributions -- 7 Samples and Populations -- 8 The Significance of Evidence -- 9 Experiments -- 10 Inferring Probability Models from Data -- 11 Extracting Important Relationships in High Dimensions -- 12 Learning to Classify -- 13 Clustering: Models of High Dimensional Data -- 14 Regression -- 15 Markov Chains and Hidden Markov Models -- 16 Resources ER -