Probability and Statistics for Computer Science

Informationen zum Autor JAMES L. JOHNSON holds a PhD in Mathematics and has twenty-five years experience in academic and industrial computer science. He is currently Professor of Computer Science at Western Washington University. He is also the author of Database: Models, Languages, Design. Klappentext Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: "to present the mathematical analysis underlying probability results"Special emphases on simulation and discrete decision theoryMathematically-rich, but self-contained text, at a gentle paceReview of calculus and linear algebra in an appendixMathematical interludes (in each chapter) which examine mathematical techniques in the context of probabilistic or statistical importanceNumerous section exercises, summaries, historical notes, and Further Readings for reinforcement of content Zusammenfassung Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: "to present the mathematical analysis underlying probability results"Special emphases on simulation and discrete decision theoryMathematically-rich, but self-contained text, at a gentle paceReview of calculus and linear algebra in an appendixMathematical interludes (in each chapter) which examine mathematical techniques in the context of probabilistic or statistical importanceNumerous section exercises, summaries, historical notes, and Further Readings for reinforcement of content Inhaltsverzeichnis Preface. 1. Combinatorics and Probability. 2. Discrete Distributions. 3. Simulation. 4. Discrete Decision Theory. 5. Real Line-Probability. 6. Continuous Distributions. 7. Parameter Estimation. Appendix A. Analytical Tools. Appendix B. Statistical Tables. Bibliography. Index.

Produktdetails

• Autoren: Johnson, J Johnson, James L Johnson, James L. Johnson, James L. (Western Washington University Johnson, Larry Johnson, JOHNSON JAMES L, Johnson James L.
• Verlag: Wiley, John and Sons Ltd
• Sprache: Englisch
• Produktform: Fester Einband
• Erschienen: 30.07.2003
• EAN: 9780471326724
• ISBN: 978-0-471-32672-4
• Seiten: 760
• Themen: Naturwissenschaften, Medizin, Informatik, Technik > Mathematik > Sonstiges; Statistik, Informatik, Statistics, computer science, Spezialthemen Informatik, Computer Science Special Topics, Wahrscheinlichkeitsrechnung u. mathematische Statistik, Probability & Mathematical Statistics, Mathematik / Wahrscheinlichkeitstheorie, Statistik, Allg. Informatik