Modern mathematical statistics with applications /
"This 3rd edition of Modern Mathematical Statistics with Applications tries to strike a balance between mathematical foundations and statistical practice. The book provides a clear and current exposition of statistical concepts and methodology, including many examples and exercises based on rea...
Autor principal: | |
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Otros Autores: | , |
Formato: | Libro |
Lenguaje: | Inglés |
Publicado: |
Cham :
Springer,
c2021.
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Edición: | 3rd ed. |
Colección: | Springer texts in statistics
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Materias: | |
Aporte de: | Registro referencial: Solicitar el recurso aquí |
Tabla de Contenidos:
- Overview and descriptive statistics
- Probability
- Discrete random variables and probability distributions
- Continuous random variables and probability distributions
- Joint probability distributions and their applications
- Statistics and sampling distributions
- Point estimation
- Statistical intervals based on a single sample
- Tests of hypotheses based on a single sample
- Inferences based on two samples
- The analysis of variance
- Regression and correlation
- Chi-squared tests
- Nonparametric methods
- Introduction to Bayesian estimation.