Probability and Statistics for Computer Scientists van Michael Baron is een Engelstalig gedrukt boek. Deze titel is geschikt voor studenten in het hoger onderwijs.
Praise for the Second Edition: "The author has done his homework on the statistical tools needed for the particular challenges computer scientists encounter... [He] has taken great care to select examples that are interesting and practical for computer scientists.... The content is illustrated with numerous figures, and concludes with appendices and an index. The book is erudite and... could work well as a required text for an advanced undergraduate or graduate course." ---Computing Reviews Probability and Statistics for Computer Scientists, Third Edition helps students understand fundamental concepts of Probability and Statistics, general methods of stochastic modeling, simulation, queuing, and statistical data analysis; make optimal decisions under uncertainty; model and evaluate computer systems; and prepare for advanced probability-based courses. Written in a lively style with simple language and now including R as well as MATLAB, this classroom-tested book can be used for one- or two-semester courses.
Probability and statistical methods, simulation techniques, and modeling tools. This third edition textbook adds R, including codes for data analysis examples, helps students solve problems, make optimal decisions in select stochastic models, probabilities and forecasts, and evaluate performance of computer systems and networks.
Inhoudelijk sluit dit boek aan bij onderwerpen als Maths for computer scientists, Probability and statistics, COMPUTERS / Data Science / Data Analytics.