More Problems

• Write a program to compute the variance inflation factor (VIF) for detecting multicollinearity using matrices.
• Write a program to perform regression analysis using Ridge regression with matrix methods.
• Write a program to implement the k-nearest neighbors algorithm with weighted distances using matrices.
• Write a program to compute the effect size for comparing two groups using matrices.
• Write a program to check if a matrix is a positive definite matrix and compute its properties.
• Write a program to calculate the average precision and recall for multi-class classification tasks using matrices.
• Write a program to implement the Gaussian Mixture Model (GMM) for clustering.
• Write a program to compute the maximum likelihood estimates using matrix representations.