Tutorial and documentation by Marco Zuliani at University of California, Santa Barbara
Simple tutorial on what is k means clustering, how the algorithm works, and numerical example of ...
Videos and lecture notes for engineering students learning numerical methods with MATLAB
Exploring data mining using MATLAB (and sometimes MATLAB Toolboxes)....
An interactive video-based tutorial that introduces MATLAB capabilities and programming
Multivariate Adaptive Regression Splines, Locally Weighted Polynomials, Radial Basis Functions, ...
Textbook for introducing programming and technical computing concepts to undergraduates
GML RANSAC Matlab Toolbox addresses the problem of parametric model estimation.
Toolbox is a set...
analysis of the use of wavelet toolbox for financial trading and crash warning signals
Web-based MATLAB tutorial covering programming, data analysis, and plotting
Book on Simulation of Digital Communication Systems in Matlab
Digital Communications Concepts and Matlab codes. Simplified explanations on communication concepts
Tutorial on solving different kinds of ODEs in MATLAB, with links to additional resources
Theory of convex optimization and application to problems in engineering and statistics
A comprehensive toolbox for experimental and analytical vibration analysis.
Textbook covering fundamentals of Monte Carlo simulation and their application in finance
Advanced textbook on theory and applications of medical image processing
Undergraduate textbook on exploratory data analysis, statistical modeling, and machine learning
Comprehensive textbook on theory & implementation of Monte Carlo techniques (with MATLAB examples)
Article that uses a humorous example (and MATLAB code) to introduce modeling of infectious diseases
Introduction to MATLAB for math, science & engineering; requires no prior programming knowledge
ZIP file with the toolbox. Just unzip the downloaded file and copy to your working directory.
MCXLAB is a Matlab toolbox for Monte Carlo simulations of photon transport in 3D heterogeneous media
Introduces MATLAB programming and numerical methods; comes MATLAB files and lecture slides.
Contains procedures for quickly finding neighboring observations and for speedy estimation of sev...
This Matlab GUI provides a simple interface for visualizing and experimenting with various dimens...
Theory and techniques of optimization with genetic algorithms, with MATLAB examples
A tutorial on how to calculate the Phase locking value in Matlab
Textbook on theory and application of probability and random processes (upper-level undergraduate)
MATLAB tutorial covering basic and advanced uses (makes extensive use of published examples)
Spatial Analysis 3D is a user-friendly, graphical user interface (GUI) that allows statistical an...
Teaches you the basics of Matlab without requiring any previous experience of programming.
Online textbook that introduces MATLAB through the use of interesting puzzles and problems
Overview of statistics, concentrating on statistical techniques in science and industry
Graduate course on econometric analysis of conditional models and linear causal relationships
Envelope Analysis decomposes a signal to MAX,MED,MIN scales in time domain.
A Website for discussing Signal Processing, Communication Engineering and Matlab programming
MCMCstuff toolbox is a collection of Matlab functions for Bayesian inference with Markov chain Mo...
This course uses MATLAB to introduce the elements of procedural and object-oriented programming. ...
A bunch of "recipes" focusing on programing technique and plotting
MATEDA implements a number of Estimation of Distribution Algorithms (EDAs) commonly found in the ...
Undergraduate course on time series analysis in geology, with MATLAB data sets and examples
ENTOOL is a software package for ensemble regression and classification.
Course on application of orthogonal function and singular spectrum analysis, with MATLAB homeworks
JLAB is a set of Matlab functions I have written or co-written over the past fifteen years for th...
Scenario analysis models enable bank to hold capital against losses arising from operational risk
MATLAB codes for Markov chains from wustl University, department of Math .
Introduction to general concepts of probability, statistics and data analysis using MATLAB
Advanced textbook on nonparametric statistics using MATLAB and Statistics Toolbox
Toolbox for robust statistics, covering multivariate and regression analyses