MAT 4374 Computational Statistics
3 units
Mathematics
Faculty of Science
Computational workflow and notebooks. Integration with quadrature and Monte Carlo (rejection, importance and Markov chain sampling). Optimization techniques such as the EM algorithm and gradient descent. Error estimation such as bootstrap and cross-validation. Simulation studies. Statistical programming and the use of statistical software. Other topics in computational statistics at instructor’s discretion.
Components:
Lecture
Previously Offered Terms:
Fall
Winter
French Equivalent:
Organized
54 responses
4.31
/ 5
Clear Expectations
31 responses
3.81
/ 5
Learned a Lot
54 responses
4.15
/ 5
Recommend
23 responses
4.26
/ 5
Workload
23 responses
2.13
/ 5
Fair Assessments
54 responses