Quantile Regression

Hosted By
Corey C.

Details
Quantile Regression
Dr. Arthur Charpentier (UQàM)
This workshop will present quantile regression, and the idea of iterative least square estimation. It will present an illustration on climate change and hurricanes.
Learning Objectives
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Basics on quantiles: definition, use of quantiles for monte carlo simulation, boxplots, confidence intervals, etc.
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Present quantile regression and estimation issues. Application to hurricanes.
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Get an introduction of outliers, bagplot and multivariate quantiles
Find the slides, script and data sets here:
https://sites.google.com/site/mcgillbgsa/workshops/quantile-regression

DSS Montreal | R User Group
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Stewart Biology Building, McGill University (Room N4/17)
1205 ave Docteur Penfield · Montréal, QC
Quantile Regression