TY - BOOK AU - Forsyth,David TI - Probability and statistics for computer science SN - 9783319644103 AV - QA76.9.M35 U1 - 004.072/7 23 PY - 2018/// CY - Cham, Switzerland PB - Springer KW - Computer science KW - Statistical methods KW - fast KW - Computers KW - Computer Simulation KW - bisacsh KW - Mathematical & Statistical Software KW - 3D graphics & modelling KW - bicssc KW - Mathematical & statistical software KW - Computer simulation KW - Mathematical statistics KW - Maths for computer scientists KW - Electronic books N1 - Includes index; Academic; 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; Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK) UR - https://online.fliphtml5.com/lluzx/toeb/ ER -