Repository or some .R files processing various datasets.
R Markdown file offering a statistical overview of the R Diamonds dataset available in the Tidyverse library.
R Markdown file offering a statistical overview of the R nycflights13 dataset available in the library of the same name.
R Markdown/Shiny App file offering a statistical overview of the population of large French cities.
Implementation of a simple linear model to try and assess validity as well as perform variable selection.
R Markdown file offering a demonstration of Fourier regression on a sinusoidal signal and a spike signal along with the use of BIC for model selection (of Fourier Coefficients).
R Markdown file offering a simple simulation of Markov Chains and their continuous counterpart: Markov Processes.
Project 7 - Kernel Estimation with Cross-Validation and Bootstrapping (Interspike Interval modeling)
R Markdown file offering an overview of kernel estimator cross-validation, and non- and parametric bootstrapping methods in the context of interspike intervals.
R Markdown file offering an overview of homogeneous and non-homogeneous Poisson Processes and their simulation using different algorithms.
R Markdown file offering a simulation of point processes, e.g. with a thinning process.
R Markdown file offering a simulation of a piecewise deterministic markov process.
R Markdown file offering a simulation of a Hodgkin-Huxley piecewise deterministic markov process.
R Markdown file offering a simulation of a Brownian Motion process (using a standard algorithm or Donsker's theorem)
MIT, see LICENSE.txt