Numerical calculation:
– concept of loop, tracing of functions
– calculation of an integral by a numerical method (trapezoid, midpoint) writing of a generic solver.
– resolution of nonlinear equation systems: Newton’s method.
– resolution of differential equations: explicit and implicit Euler method
– resolution of a system of differential equations: use of an EDO solver
Statistics
– one- and two-dimensional descriptive statistics
– principal component analysis
– the point estimate and by confidence intervals of the mean and variance in the Gaussian and non-Gaussian case
– tests on the mean, homogeneity and normality
– the principles of linear models and generalized linear models.
