Buch, Englisch, 408 Seiten, Format (B × H): 261 mm x 206 mm, Gewicht: 880 g
Probability, Stochastic Processes and Inference
Buch, Englisch, 408 Seiten, Format (B × H): 261 mm x 206 mm, Gewicht: 880 g
Reihe: Chapman & Hall/CRC Texts in Statistical Science
ISBN: 978-1-4665-1520-8
Verlag: CRC Press
- Presents and illustrates ‘random objects’ in different contexts, under a unified framework, starting with rudimentary results on random variables and random sequences, all the way up to stochastic partial differential equations.
- Reviews rudimentary probability and introduces statistical inference, from basic to advanced, thus making the transition from basic statistical modeling and estimation to advanced topics more natural and concrete.
- Compact and comprehensive presentation of the material that will be useful to a reader from the mathematics and statistical sciences, at any stage of their career, either as a graduate student, an instructor, or an academician conducting research and requiring quick references and examples to classic topics.
- Includes 378 exercises, with the solutions manual available on the book's website.
- 121 illustrative examples of the concepts presented in the text (many including multiple items in a single example).
The book is targeted towards students at the master’s and Ph.D. levels, as well as, academicians in the mathematics, statistics and related disciplines. Basic knowledge of calculus and matrix algebra is required. Prior knowledge of probability or measure theory is welcomed but not necessary.
Autoren/Hrsg.
Weitere Infos & Material
1.Rudimentary Models and Simulation Methods 2. Statistical Inference 3.Measure and Integration Theory 4. Probability Theory 5. Convergence of Random Objects 6. Random SequencesStochastic Processes 7. Appendix