Regression Modeling Strategies Short Course 2022 | Why Regression Modeling? | Course Notes | Pre-Course Study | Zoom Preparation


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The only full Regression Modeling Strategies 4-day course offered this year covers predictive models, validation, missing data, preserving information, measuring predictive accuracy, model specification, avoiding overfitting, the art of data analysis, comprehensive case studies, and more.

The RMS 4-day short course will be held as a virtual course on May 10-13, 2022. This will be a very interactive live web course using Zoom with registration fees that are significantly reduced over the traditional yearly in-person course. Registration opens March 7 (see below). The course includes case studies using R. Even though the 4-day course will not require you to use R interactively, those participants who wish to learn more about R and the rms package may wish to take the optional one-day R workshop on May 9 to enhance R and RStudio skills.

About the Course | Home Page

Four-day Short Course in Regression Modeling Strategies by

Frank E. Harrell, Jr., Ph.D., Professor, Department of Biostatistics, Vanderbilt University School of Medicine, Instructor

Drew G. Levy, Ph.D., GoodScience Inc., Guest Instructor and Moderator

This course is not under the auspices of Vanderbilt University.

Target Audience

Statisticians and other quantitative researchers who want to learn some general predictive model development strategies, including approaches to missing data imputation, data reduction, model specification and variable selection, model validation, relaxing linearity assumptions, and how to choose between machine learning and statistical models.

Prerequisites

Good working knowledge of ordinary multiple regression models. Some individuals will want to take the free Biostatistics for Biomedical Research course in preparation (especially sessions on regression).

Required pre-course study materials are here.

Detailed Course Description

Go here

Schedule

All times are U.S. Central Daylight Time (Chicago Time)

Day Date Time Description
Monday May 9 9a-12p, 1p-4p optional R workshop
Tuesday May 10 9a-12p, 1p-4p begin 4-day RMS course
Wednesday May 11 9a-12p, 1p-4p
Thursday May 12 9a-12p, 1p-4p
Friday May 13 9a-1p

Live Participation

Register Now

Registration opens Monday March 7, 2022 and is expected to close on May 8. Click the above link to register and, if you are in a category that is charged, to pay. Please email interest/questions to fh@fharrell.com.

Course Fees for 4-day Course

Course Fees for R Pre-Course Workshop Monday May 9, 2022

Register Now for R Workshop

Videos of the Course

Video recordings of the May 2022 course may be purchased using the link below. Free access to the videos was already provided to registrants for the May course.

Live participants will be given free access to course videos. For those in certain time zones that make live participation possible only for part of each session, the video recording of each day’s session will be available by 8am CDT the morning after the session.

If you do not want to take any of the live course, you may wish to purchase videos of the 2022 course, which will be available 2022-06-01.

Purchase Videos Now

Registration for the videos entitles participants to obtain high-priority answers to statistical modeling questions from the instructors for up to one month after registration.

Accepted Payments

Materials