Introduction to probability
Probability and CountingWhy Study Probability?Sample Spaces and Pebble World Naive Definition of Probability How to Count Story Proofs Non-Naive Definition of Probability Recap R Exercises Conditional Probability The Importance of Thinking Conditionally Definition and Intuition Bayes' Rule and...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press/Taylor & Francis Group
[2015]
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| Edición: | 1st edition |
| Colección: | Texts in statistical science.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629696606719 |
Tabla de Contenidos:
- Front Cover; Dedication; Contents; Preface; Chapter 1 - Probability and counting; Chapter 2 - Conditional probability; Chapter 3 - Random variables and their distributions; Chapter 4 - Expectation; Chapter 5 - Continuous random variables; Chapter 6 - Moments; Chapter 7 - Joint distributions; Chapter 8 - Transformations; Chapter 9 - Conditional expectation; Chapter 10 - Inequalities and limit theorems; Chapter 11 - Markov chains; Chapter 12 - Markov chain Monte Carlo; Chapter 13 - Poisson processes; Appendix A - Math; Appendix B - R; Appendix C - Table of distributions; Bibliography
- Back Cover
