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Regression modeling with R Online

Overview

This is a hands-on workshop that covers how to perform common regression models using the R programming language, and how to visualize the results. It is not an introductory R programming workshop. See prerequisities below.

Objectives

  • Learn how to run regression models for:
    • continuous outcomes
    • binary outcomes
    • survival outcomes
  • Learn how to use ggplot2 to visually check assumptions and summarize regression results
 

Prerequisites

Intermediate R programming skills, such as how to install packages, load data into R, perform summary statistics, and basic plots (ideally with ggplot2). Please also have the software installed prior to the workshop (see below).

Software

Materials

Workshop materials will be available online by the time of the workshop.

Instructor

Karla Lindquist, PhD, is the Scientific Lead for the UCSF Library's Data Science Initiative.

Zoom information

An email reminder will be sent 2 hours in advance of the workshop with the Zoom link. School of Medicine's Zoom Guide for Participants.

Related LibGuide: Bioinformatics and Statistics Resources by Karla Lindquist

Date:
Thursday, May 27 2021
Time:
3:00pm - 5:00pm
Time Zone:
Pacific Time - US & Canada (change)
Campus:
Online
Categories:
  Data Science Initiative > Bioinformatics and Statistics     Data Science Initiative > Programming     Data Science Initiative  
Online:
This is an online event. Event URL will be sent via registration email.

Registration is required. There are 14 seats available.

Event Organizer

Profile photo of Karla Lindquist
Karla Lindquist