Computational statistics projects and source code

Bootstrap geometric mean regression (bootstrap reduced majoraxis regression). in matlab

The following Matlab project contains the source code and Matlab examples used for bootstrap geometric mean regression (bootstrap reduced majoraxis regression). . The bootstrap is a way of estimating the variability of a statistic from a single data set by resampling it independently and with equal probabilities (Monte Carlo resampling).

Simple perceptron in matlab

The following Matlab project contains the source code and Matlab examples used for simple perceptron. Perceptron is an algorithm for supervised classification of an input into one of several possible non-binary outputs. This mfile is a simple type of perceptron to who like to learn about the perceptron type of artificial neural networks

Particle Filter Matlab Code

Particle filters or Sequential Monte Carlo (SMC) methods are a set of on-line posterior density estimation algorithms that estimate the posterior density of the state-space by directly implementing the Bayesian recursion equations.

The following matlab project contains the source code and matlab examples used for particle filter.

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