Statistical Genetics & Genomics
| Time | Speaker | Topic | Presentation | Notes/Examples |
|---|---|---|---|---|
| 09:00 – 09:30 | Michael Neale | Statistical Genetics of Substance Use (SU) | AGES Intro | |
| 09:30 – 10:30 | Sarah Medland | Genetic Analysis of Complex Traits Intro | Genetic Analysis Of Complex Traits | |
| 11:00 – 12:30 | Robert Kirkpatrick | Analyses of Genetic Relationship Matrices in OpenMx | mxGREML pptx | mxGREML R scripts |
| 01:30 – 03:00 | Ben Neale | SNP-based Heritability Estimating – Alternative Methods | LD Score Regression pptx | |
| 03:30 – 05:00 | Sarah Medland | Polygenic Risk Scores | Polygenic Risk Scores | PRS example |
Multivariate Genetic Modeling
| Time | Speaker | Topic | Presentation | Notes/Examples |
|---|---|---|---|---|
| 08:00 – 09:00 | Ben Neale | SNP-based Genetic Correlation | Genetic Correlation pptx | |
| 09:00 – 10:30 | Hermine Mae | Review Multivariate Genetic Analysis in OpenMx | Multivariate Genetic Analysis pdf | twoACE.zip twoACEok.zip |
| 11:00 – 12:30 | Bradley Verhulst | Genotype x Environment Correlation & Interaction | GEinterplay pptx | GEinterplay.zip GxEdat.txt GxEpractical.R |
| 01:30 – 03:00 | Michael Neale | Measurement & Non-normal Distributions | Measurement Invariance | Measurement.zip |
| 03:30 – 05:00 | Michael Hunter | Multi-level Behavior Genetic Models | Multilevel Behavior Genetic Models | MultilevelBG.zip |
Statistical & Optimization Issues
| Time | Speaker | Topic | Presentation | Notes/Examples |
|---|---|---|---|---|
| 08:00 – 09:00 | Timothy Brick | Review Optimization | Optimization pdf | |
| 09:00 – 10:30 | Joshua Pritikin / Timothy Brick | Joint Ordinal & Continuous Data Analysis WLS | Joint Ordinal Continuous pdf Weighted Least Squares pdf |
JointOrdCont.zip WLS.zip |
| 11:00 – 12:30 | Joshua Pritikin | Power, Boundary & Confidence Interval Issues | ConfidenceIntervals pdf PowerAGES pptx |
ConfIntervals.zip Power.zip |
| 01:30 – 03:00 | Robert Kirkpatrick | Bootstrap, Jackknife & Permutation | Bootstrap pptx | Bootstrap.zip |
| 03:30 – 05:00 | Michael Hunter | iFACE & Intra-Person Dynamics | iFACE pdf | iFACE.zip |
Genes, Environment & Development
| Time | Speaker | Topic | Presentation | Notes/Examples |
|---|---|---|---|---|
| 08:00 – 09:00 | Bradley Verhulst | Review Autoregressive & Latent Growth Models | Longitudinal Modeling pptx | |
| 09:00 – 10:30 | Nathan Gillespie | Multivariate Latent Growth Curve & Dual Change Score | Multivariate Latent Growth GillespieEaves2015 Eaves1986 Autoregression & Differential Equations |
Dual_change_score_model.R TimeSeries1.R |
| 11:00 – 12:30 | Michael Neale | Growth Mixture Modeling, Regime Switchin | Growth Curves & Regime Switching pdf | RegimeSwitching.R RegimeSwitching.R data.zip |
| 01:30 – 03:00 | Timothy Brick & Lance Rappaport | Ecological Momentary Assessment Modeling | Ecological Momentary Assessment pdf MSEM pdf |
Multilevel.zip riSD.zip |
| 03:30 – 05:00 | Steven Boker | Dynamical Systems Models | Dynamical Systems pdf Boker2015a Boker2016a TheoryDataAndMethods pdf EmbedTimeMisspecify pdf AER_KL pdf |
ChangesInDynamics.zip GLLA.zip M3WorkshipSlides.zip M3WorkshopArticles.zip M3WorkshopScripts.zip AER.zip |
Causal Modeling
| Time | Speaker | Topic | Presentation | Notes/Examples |
|---|---|---|---|---|
| 08:30 – 09:00 | Michael Neale / Camelia Minica | Review Direction of Causation | ||
| 09:00 – 10:30 | Camelia Minica / Michael Neale | Mendelian Randomization & Direction of Causation | Mendelian Randomization pdf | MR.zip MR-DoC.zip |
| 11:00 – 12:30 | Bradley Verhulst | GW-SEM Modeling -Twin Association Methods | GW-SEM_AGES pptx GW-SEM pdf |
GW-SEM.zip GW-SEM_processed.zip |
| 01:30 – 03:00 | All Faculty | Bring your Own Data | ||
| 03:30 – 05:00 | Timothy York / Aaron Wolen | Reporting OpenMx with R Markdown and the Open Science Framework | Reporting OpenMx with RMd pdf | RMarkdown.zip |
