Topic: SEM, study design, phenomics

Lead Faculty: Michael C. Neale

Guest Lecturers: Conor V. Dolan, Hermine H. Maes, Michael D. Hunter, Robert M. Kirkpatrick

Daily lecture, to be watched before the tutorial sessions.

The total duration of videos in this section is 4:20:42.

The slides for the video Linear Regression and Genetic Covariance Structure Modeling are available as a PDF file.

The slides for Multivariate twin modeling are available as PDFs: Chapter 1, Chapter 2, Chapter 3.

Lectures for this day are all in the SEM, study design, and phenomics playlist.

Discussions about the day's topic should go in the #sem-study-design-phenomics Slack channel.

Optional videos are in the optional SEM, study design, and phenomics playlist.

The total duration of optional videos is 01:27:02.

Practicals

Some of the practicals will use this document.

The individual videos are linked below.

Introduction to Structural Equation Modeling

Likelihood

Linear Regression and Genetic Covariance Structure Modeling

Univariate Twin Modeling 7 Ways

Multivariate Twin Modeling Chapter 1

Multivariate Twin Modeling Chapter 2

Multivariate Twin Modeling Chapter 3

Theoretical Models

Optional Basic Intro to Twin Modeling

Optional Saturated Models

Optional Genetic Models

Optional Variance vs Path Estimation