An R package for fitting state-space models to repeated measures of multiple individuals with covariates

This repository consists of codes that I developed for EEG and ECG signal processing

Hierarchical Bayesian approaches for robust inference in ARX models

ForneyLab.jl factor node for a nonlinear autoregressive model with exogenous input.

SUPERVISED LEARNING: REGRESSION: Linear - Polynomial - Ridge/Lasso CLASSIFICATION: K-NN - Naïve Bayes - Decision Tree - Logistic Regression - Confusion Matrix - SVM TIME SERIES ANALYSIS: Linear & Logistic Regr. - Autoregressive Model - ARIMA - Naïve - Smoothing Technique UNSUPERVISED LEARNING: CLUSTERING: K-Means - Agglomerative - Mean-Shift - F…

Hierarchy detection using auto-correlation Kalman filter estimation

Determination the poles of Auto-Regressive Systems in Noise and poles and zeros of Auto-Regressive Moving Average system by SGD in Frequency Domain.

ForneyLab.jl factor node for a nonlinear latent autoregressive model with exogenous input.

Multi-scale analysis of local differences in chromatin architecture

Inference in Gaussian models with missing data using Equalisation Maximisation