Academic Calendar 2022-2023

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STAT 862 Statistical Learning I

STAT 862  Statistical Learning I  Units: 3.00  

A working knowledge of the statistical software R is assumed. Classification; spline and smoothing spline; regularization, ridge regression, and Lasso; model selection; treedbased methods; resampling methods; importance sampling; Markov chain Monte Carlo; Metropolis-Hasting algorithm; Gibbs sampling; optimization. (Offered jointly with STAT 462.) (3.0 credit units)
EXCLUSION: STAT 462

Offering Faculty: Faculty of Arts and Science  

Mathematics and Statistics

https://www.queensu.ca/academic-calendar/graduate-studies/programs-study/mathematics-statistics/

...learning. (Offered jointly with STAT 457). EXCLUSION: STAT 457 STAT 862 Statistical Learning I A...

Mathematics and Statistics (MATH)

https://www.queensu.ca/academic-calendar/graduate-studies/courses-instruction/math/

...learning. (Offered jointly with STAT 457). EXCLUSION: STAT 457 STAT 862 Statistical Learning I A...

Biostatistics

https://www.queensu.ca/academic-calendar/graduate-studies/programs-study/biostatistics/

...Epidemiology , EPID 823 Advanced Methods in Biostatistics , STAT 862 Statistical Learning I (or EPID 822...

Public Health Sciences

https://www.queensu.ca/academic-calendar/graduate-studies/programs-study/public-health-sciences/

...and Statistics) STAT 853 (for students registered in Public Health Sciences) STAT 862 or EPID...

Physics, Engineering Physics and Astronomy

https://www.queensu.ca/academic-calendar/graduate-studies/programs-study/physics-engineering-astronomy/

...astrophysics Introduction to graduate stats in particle physics...of last scattering. PHYS 862 The Early Universe...

Physics, Engineering Physics and Astronomy (PHYS)

https://www.queensu.ca/academic-calendar/graduate-studies/courses-instruction/phys/

...astrophysics Introduction to graduate stats in particle physics...of last scattering. PHYS 862 The Early Universe...