MATLAB Source Program for Determining if Random Data Follows Normal Distribution
MATLAB source code implementation for normality testing of random datasets with statistical method explanations
Probability Density and Distribution General Functions
General functions for probability density and distribution models, including normal distribution, binomial distribution, exponential distribution with code implementation insights
Implementation of a Pseudo-Random Number Generator for Normal Distribution
Implementation of a Pseudo-Random Number Generator for Normal Distribution with Code-Level Algorithm Explanations
Nonparametric Estimation of Probability Density Functions
Implementation of probability density function nonparametric estimation using MATLAB, primarily focusing on Parzen window method and k-nearest neighbors approach. Includes simulation demonstrations for both uniform distribution and normal distribution cases with code implementation details.
Gender Classification of Height-Weight 2D Data Using Bayesian Method with Supervised Parameter Estimation of Normal Distribution
Professor Zhang Xuegong's Pattern Recognition First Assignment: Implementing gender classification on height-weight 2D data using Bayesian method and supervised parameter estimation of normal distribution
Computing Multivariate Normal Distribution Probability Density Values
Calculate probability density values for multivariate normal distribution with mean vector and covariance matrix parameters, including implementation using scipy.stats.multivariate_normal.pdf() function
MATLAB Denoising Program for Gaussian Noise Removal
MATLAB denoising program designed to handle noise following normal distribution, with implementation details and algorithm explanations
Maximum Likelihood Estimation for Censored Data
Maximum Likelihood Estimation for Censored Data - Exponential Distribution - Weibull Distribution - Log-normal Distribution - Normal Distribution - Implementation with key statistical functions and optimization algorithms
MATLAB Examples for Random Number Generation
MATLAB Examples for Generating Different Types of Random Numbers with Code Implementation Details