Title Statements
- Full title :Probability and statistics for computer scientists / Michael Baron.
Edition Statements
- Publication Date:2019.
- Edition:Third edition
Publication Statements
- Publisher(s):Chapman & Hall/CRC
- Place of Publication:Boca Raton
- Language:eng
- Publication Date:2019.
Notes
Previous edition: 2014.
<P><STRONG> 1. Introduction and Overview <BR></STRONG> Making decisions under uncertainty <BR> Overview of this book <BR> Summary and conclusions <BR> Exercises </P><P><STRONG>I Probability and Random Variables</STRONG> </P><P><STRONG> 2. Probability <BR></STRONG> Events and their probabilities <BR> Outcomes, events, and the sample space <BR> Set operations <BR> Rules of Probability <BR> Axioms of Probability <BR> Computing probabilities of events <BR> Applications in reliability <BR> Combinatorics <BR> Equally likely outcomes <BR> Permutations and combinations <BR> Conditional probability and independence <BR> Summary and conclusions <BR> Exercises </P><P><STRONG> 3. Discrete Random Variables and Their Distributions <BR></STRONG> Distribution of a random variable <BR> Main concepts <BR> Types of random variables <BR> Distribution of a random vector <BR> Joint distribution and marginal distributions <BR> Independence of random variables <BR> Expectation and variance <BR> Expectation <BR> Expectation of a function <BR> Properties <BR> Variance and standard deviation <BR> Covariance and correlation <BR> Properties <BR> Chebyshev's inequality <BR> Application to finance & n
The Physical Object
- Description:1 online resource : : illustrations
Edition Identifiers
- ISBN:9781351697392, 1351697390, 9781351697408, 1351697404, 9781351697385, 1351697382, 9781315172286, 1315172283
- DOI:10.1201/9781315172286
- oclc:on1110435406
- Dewey Decimal:519.20113
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