Statistical methods for climate scientists /
| Autores principales: | , |
|---|---|
| Formato: | Libro |
| Lenguaje: | Inglés |
| Publicado: |
New York, NY :
Cambridge University Press,
c2022
|
| Edición: | 1st. ed. |
| Materias: | |
| Aporte de: | Registro referencial: Solicitar el recurso aquí |
Tabla de Contenidos:
- 1 Basic concepts in probability and statistics
- 2 Hypothesis tests
- 3 Confidence intervals
- 4 Statistical tests based on ranks
- 5 Introduction to stochastic processes
- 6 The power spectrum
- 7 Introduction to multivariate methods
- 8 Linear regression: least squares estimation
- 9 Linear regression: inference
- 10 Model selection
- 11 Screening: a pitfall in statistics
- 12 Principal component analysis
- 13 Field significance
- 14 Multivariate linear regression
- 15 Canonical correlation analysis
- 16 Covariance discriminant analysis
- 17 Analysis of variance and predictability
- 18 Predictable component analysis
- 19 Extreme value theory
- 20 Data assimilation
- 21 Ensemble square root filters