Statistics and Data Visualization in Climate Science with R and Python

Statistics and Data Visualization in Climate Science with R and Python

Shen, Samuel S. P.; North, Gerald R.

Cambridge University Press

11/2023

458

Dura

Inglês

9781108842570

15 a 20 dias

Descrição não disponível.
1. Basics of Climate Data Arrays, Statistics, and Visualization; 2. Elementary Probability and Statistics; 3. Estimation and Decision Making; 4. Regression Models and Methods; 5. Matrices for Climate Data; 6. Covariance Matrices, EOFs, and PCs; 7. Introduction to Time Series; 8. Spectral Analysis of Time Series; 9. Introduction to Machine Learning; References and Further Reading; Exercises; Index.
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