Visualizing Linear Models: An R Bag of Tricks

Quantitative Methods Workshop Series

Visualizing Linear Models: An R Bag of Tricks. The course takes place on Oct 26, Nov 2, and Nov 9 (1:00 pm - 4:00 pm)

Behavioral Science Building

I﻿nstructor: Michael Friendly, PhD (friendly@yorku.ca)OK, so you ran your ANOVA, multiple regression (MRA), or multivariate counterparts (MANOVA, MMRA), but now you need to visualize the results to both understand them and communicate. Who you gonna run to? – R of course.This course covers data visualization methods designed to convert models and tables into insightful graphs. It starts with a review of graphical methods for univariate linear models---data plots, model (effect) plots and diagnostic plots. A brief introduction to multivariate linear models uses data ellipses (or ellipsoids) as visual summaries of 2D (or 3+ D) of multivariate relations. The Hypothesis-Error (HE) framework provides a set of tools for visualizing effects of predictors in multivariate linear models. I give some examples of HEplots for MANOVA and MMRA designs. Finally, if time permits, some model diagnostic plots for detecting multivariate outliers and lack of homogeneity of (co)variances will be described. Participants should have a background in statistics including a course in linear models (ANOVA, multiple regression). In addition, they should have some familiarity with using R and R Studio, such as the SCS course, An Introduction to R and the Tidyverse or equivalent. A web page for the course will give access to lecture notes and resources: https://friendly.github.io/VisMLM-course/ F﻿or more details, please visit: https://qm.info.yorku.ca/qmws/

Our {communityGuidelinesLink} describe the sort of content we prohibit on Eventbrite. If you suspect an event may be in violation, you can report it to us so we can investigate.

To report other categories of prohibited or illegal content, submit {link}

Visualizing Linear Models: An R Bag of Tricks

More events from Quantitative Methods Workshop Series

Follow organizers to get events picked for you

Still looking for the right event?

Explore all events in Toronto and filter by date, category, and more to find the perfect fit.

Visualizing Linear Models: An R Bag of Tricks

More events from Quantitative Methods Workshop Series

Follow organizers to get events picked for you

You might also like...

Sign-In for personalized recommendations

Still looking for the right event?

Explore all events in Toronto and filter by date, category, and more to find the perfect fit.