Probability and Statistics for Computer Scientists
Autor Michael Baronen Limba Engleză Hardback – 14 iun 2019
Probabilityandstatisticalmethods,simulationtechniques,andmodelingtools.ThisthirdeditiontextbookaddsR,includingcodesfordataanalysisexamples,helpsstudentssolveproblems,makeoptimaldecisionsinselectstochasticmodels,probabilitiesandforecasts,andevaluateperformanceofcomputersystemsandnetworks.
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Specificații
ISBN-10: 1138044482
Pagini: 486
Dimensiuni: 178 x 254 x 33 mm
Greutate: 2.34 kg
Ediția:3 ed
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
1. Introduction and Overview 2. Probability 3. Discrete Random Variables and Their Distributions 4. Continuous Distributions 5. Computer Simulations and Monte Carlo Methods 6. Stochastic Processes 7. Queuing Systems 8. Introduction to Statistics 9. Statistical Inference I 10. Statistical Inference II
11. Regression 12. Appendix
Notă biografică
Michael Baron is a professor of statistics at the American University in Washington, DC. He has published two books and numerous research articles and book chapters. Dr. Baron is a fellow of the American Statistical Association, a member of the International Society for Bayesian Analysis, and an associate editor of the Journal of Sequential Analysis. In 2007, he was awarded the Abraham Wald Prize in Sequential Analysis. His research focuses on the use of sequential analysis, change-point detection, and Bayesian inference in epidemiology, clinical trials, cyber security, energy, finance, and semiconductor manufacturing. He received a Ph.D. in statistics from the University of Maryland.