ARMA Time Series Modeling, Forecasting, Testing, and Explanation
Comprehensive guide to ARMA time series modeling, forecasting, model validation, and interpretation with code implementation insights
Data Distribution Fitting and Testing in MATLAB
MATLAB source code for data distribution fitting and testing, featuring Chi-square Goodness-of-Fit Test, Jarque-Bera Test (jbtest), Kolmogorov-Smirnov Test, and frequency histogram plotting with implementation details.
Lyapunov Exponent Calculation Algorithm
Validated implementation with optimal performance and visualization capabilities - suitable for dynamical systems analysis
M-K Analysis Code for Trend Detection and Change Point Identification
Comprehensive M-K analysis implementation featuring trend detection and change point testing algorithms, with easily customizable data input for various analytical applications