Introduction to probability /
"Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google P...
Clasificación: | Libro Electrónico |
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Autores principales: | , |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Boca Raton :
CRC Press/Taylor & Francis Group,
[2015]
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Colección: | Texts in statistical science.
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Temas: | |
Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 1. Probability and counting
- 2. Conditional probability
- 3. Random variables and their distributions
- 4. Expectation
- 5. Continuous random variables
- 6. Moments
- 7. Joint distributions
- 8. Transformations
- 9. Conditional expectation
- 10. Inequalities and limit theorems
- 11. Markov chains
- 12. Markov chain Monte Carlo
- 13. Poisson processes
- Appendices.