More Problems

• Write a program to perform Bayesian analysis using Markov Chain Monte Carlo (MCMC) methods with matrices.
• Write a program to implement the Expectation-Maximization (EM) algorithm for Gaussian Mixture Models using matrices.
• Write a program to compute the Hurst exponent for a time series represented as a matrix.
• Write a program to check if a matrix is a valid transition matrix for a Markov chain.
• Write a program to perform multi-dimensional scaling (MDS) using a distance matrix.
• Write a program to compute the leverage scores in linear regression using matrices.
• Write a program to implement the LASSO regression algorithm using coordinate descent with matrices.
• Write a program to calculate the log-likelihood function for a mixture model using matrices.