Loading Events

ECE DLS: Robert Tibshirani “Data Science, Statistics, and Health with a Focus on Statistical Learning and Sparsity”

Professor Robert Tibshirani, Stanford University

Online through zoom

RSVP for Prof Tibshirani’s Lecture

Title: Data Science, Statistics, and Health with a Focus on Statistical Learning and Sparsity

Abstract: First I will discuss some general issues in the application of statistics to biomedicine. These include the importance
of transparency, reproducibility and  simplicity. Then I will cover some recent advances in sparse modelling (lasso), including SNPnet for GWAS studies, and Cooperative learning, a new method for supervised multiview analysis.
Bio: Robert Tibshirani is a Professor of Biomedical Data Science, and of Statistics, at Stanford University. He has made important contributions to the statistical analysis of complex datasets. Some of his most well-known contributions are the Lasso, which uses L1 penalization in regression and related problems, generalized additive models and Significance Analysis of Microarrays (SAM). He also co-authored five widely used books ‘Generalized Additive Models’, ‘An Introduction to the Bootstrap’, ‘The Elements of Statistical Learning’, “An Introduction to Statistical learning”, and ‘Sparsity in Statistics: the Lasso and its generalizations

ECE DLS: Robert Tibshirani “Data Science, Statistics, and Health with a Focus on Statistical Learning and Sparsity”

Event Details

Venue

October 6, 2022 @ 4:00 pm - 5:00 pm

Venue

Online Event

Professor Robert Tibshirani, Stanford University

Online through zoom

RSVP for Prof Tibshirani’s Lecture

Title: Data Science, Statistics, and Health with a Focus on Statistical Learning and Sparsity

Abstract: First I will discuss some general issues in the application of statistics to biomedicine. These include the importance
of transparency, reproducibility and  simplicity. Then I will cover some recent advances in sparse modelling (lasso), including SNPnet for GWAS studies, and Cooperative learning, a new method for supervised multiview analysis.
Bio: Robert Tibshirani is a Professor of Biomedical Data Science, and of Statistics, at Stanford University. He has made important contributions to the statistical analysis of complex datasets. Some of his most well-known contributions are the Lasso, which uses L1 penalization in regression and related problems, generalized additive models and Significance Analysis of Microarrays (SAM). He also co-authored five widely used books ‘Generalized Additive Models’, ‘An Introduction to the Bootstrap’, ‘The Elements of Statistical Learning’, “An Introduction to Statistical learning”, and ‘Sparsity in Statistics: the Lasso and its generalizations

Details

Date:
October 6, 2022
Time:
4:00 pm - 5:00 pm
Event Category:
Website:
https://www.ece.utoronto.ca/about/speaker-series/distinguished-lectures/

Upcoming Events

All
  • All
  • Alumni events
  • Anti-Racism and Cultural Diversity Office events
  • Convocation events
  • Faculty & staff events
  • Holidays
  • Info sessions
  • Lectures, seminars and workshops
  • Socials
  • U of T holidays & closures

Academic/Student Registration – 2025 CRAFT Microfluidics Professional Course

Wed July 9, 2025 @ 8:30 am - Fri July 11, 2025 @ 5:30 pm
The 2025 Microfluidics Professional Course is designed as a crash course for industrial researchers with little or no experience in the microfluidics field. It is open to international attendees and will include...

2025 Toronto Robotics Conference

Tue July 15, 2025 @ 9:00 am - Wed July 16, 2025 @ 4:00 pm
Join the University of Toronto Robotics Institute’s expert network at the University of Toronto Mississauga on July 15 and 16 for a two-day, dual-track showcase of the latest AI-robotics research...

U of T Alumni x Featherstone Estate Winery Event

Thu July 17, 2025 @ 5:00 pm - 9:00 pm
  Located in the beautiful setting of Niagara wine country, Featherstone Estate Winery—owned by close friends of the university Rayla and George Myhal (U of T Engineering)—will open its doors for an unforgettable alumni celebration.  ...

Presidential Day

Fri August 1, 2025
The university will be closed.