Linear Regression, Non-Linear Regression in MatLab. Linear Model Function. Prediction modelling.
This is Matlab tutorial: Multiple linear regression.The code can be find in the tutorial section in http://www.eeprogrammer.com/.
MATLAB has a number of built in functions for statistical analysis including average, maximum, minimum, and standard deviation.
MATLAB Primer for Statistical Analysis
Kan Yao 4/28/2010
MATLAB stands for "Matrix Laboratory" and is an interactive, matrix-based system and fourth-generation programming language. It is a commercial software package written by The MathWorks, Inc. The interface is a combination of pull-down menus and command-line. The user interface is more commercial like (aka nicer) and certainly much more useful than SAS. A lot of the tasks can be done without typing a single command.
Although MATLAB was originally developed for numerical computing, there are many add-on toolboxes that extend MATLAB to specific areas of functionality, such as statistics, finance, signal processing etc. In this primer we will focus on introducing how to use MATLAB to accomplish basic statistical analysis, and in fact, most of the functionalities are achieved by using the statistics toolbox. The structure of the this primer is: 1. Data 2. Regression 3. Analysis 1.1 Data Import 1.2 Data ...