Tutoring jobs in Online: Statistics.
Specialties: General.
Target audience age: Not Specified (1-100).
I’m looking for a tutor for a multivariate statistics course and wanted to check whether you’d be comfortable teaching the topics covered in my module.
The course includes:
• Linear algebra for statistics (vector spaces, eigenvalues/eigenvectors, matrix decompositions, SVD)
• Principal Component Analysis (PCA)
• Canonical Correlation Analysis (CCA)
• Multidimensional Scaling (MDS)
• Multivariate normal distributions and inference
• Wishart distribution and Hotelling’s T²
• Discriminant analysis
• Clustering methods (k-means, hierarchical, model-based clustering)
• Linear models, principal component regression, and shrinkage methods
Would you be able to teach these topics at university level, including both the theory and problem-solving side?
Thanks!
Responsibilities:
Provide practical examples for clear understanding of subject topic...