Advanced Methods Workshop Slides

https://www.louisahsmith.com/talks/2022-06-13/

Causal inference in pediatric and perinatal epidemiologic research: From questions to methods
Dr. Jessica Young (Slides)

Effects of intergenerational exposure interventions on adolescent outcomes
Dr. Yu-Han Chiu (Slides)

Semi-competing risks: Accounting for death as a competing risk in public health research when the outcome of interest is non-terminal
Sebastien Haneuse and Harrison Reeder (Slides)

Translating Causality into Practice: Causal Questions and Analysis in Applied Epidemiology
Jonathan M Snowden and Kelly M Reavis (Slides)

Epigenetics & High Dimensional Epigenome – Wide Assocation Studies (EWAS) for Perinatal Epidemiology
Andres Cardenas (Slides)

Epidemiologic evidence without p-values
Sonia Hernandez-Diaz (Slides)

Sensitivity Analysis for Missing Data: The “how to” for the “what if”
Neil Perkins and Rose Radin (Slides)

Causal impact: a gentle introduction to pursuing more policy-relevant epidemiologic investigations
Daniel Westreich and Elizabeth Rogawski (Slides)

Latent growth curve analysis in perinatal and pediatric epidemiology
Dr. Janne Boone-Heinonen and Sheila Markwardt (Slides) (Handout)

Doubly Robust G Estimation of Structural Nested Models: Concept and Application
Dr. Ashley Naimi (Slides) (Handout)

Applied spatial analysis in perinatal and pediatric epidemiology
Dr. Michael Kramer (Slides)

Methods to account for multiple exposures
Dr. Franco Momoli (Slides)
Dr. Jillian Ashley-Martin (Slides Slides2)

Simulation methods in epidemiologic research and learning
Dr. Matthew Fox (Slides)
Dr. Kelly Getz (Slides)

Creating risk prediction models in perinatal epidemiology 
Dr. Jennifer Hutcheon and Laura Schummers (Slides)

Biomarkers and measurement error beyond conventional methods
Dr. Enrique Schisterman (Slides)

Propensity-score analysis: matching, weighting, and stratification in Stata and R
Dr. Whitney Robinson (Slides, Zip File)
Dr. Brian Lee (Slides)

An introduction to causal inference based on instrumental variables analysis
Dr. Maria Glymour and Dr. Raluca Ionescu-Ittu (Slides)

Absolute epidemiology: developing software skills for estimation of absolute contrasts from regression models in perinatal epidemiology
Dr. Jay Kaufman and Dr. Ashley Schempf (Slides)

Bias analysis to address misclassification in pediatric and perinatal epidemiology
Dr. Timothy Lash (Slides)

Application of these methods to a study of influenza vaccination misclassification and preterm birth
Dr. Katherine Ahrens (Slides)

Strategies for maximizing the evidence obtained from epidemiologic studies
Dr. Sholom Wacholder

Effect decomposition using marginal structural models
Dr. Tyler VanderWeele (Slides)

Approaches to modeling menstrual cycle function
Dr. Paul Albert (Slides)

Racial differences in menstrual cycle patterns of sex hormones
Dr. Edwina Yeung (Slides)