GEOC 3010 Matemáticas y Estadística para Geociencias

Potentials, potential energy, vector/scalar fields. Linear, ordinary and partial differential equations (for heat or pore pressure diffusion, radioactive decay, etc). Matricial calculus (plus tensors), Maxwell equations. Signal processing / Fourier transformation (with complex numbers). Bernoulli and Navier – Stokes equation. Probability and descriptive statistics. Central limit theorem and inferential statistics. Theme: Hypothesis test (parametric and nonparametric). Linear Regression and residual analysis. Eigenvalues and Eigenvectors for multivariate statistical analysis. Multivariate linear regression. Principal Component Analysis and Cluster analysis. Introduction to spatial inference.



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Idioma en el que se ofrece el curso