Sacha Epskamp

Joining datasets in R using dplyr

Data wrangling in R using tidyr

Data visualization in R using ggplot2

Categorical predictors in GLMs: dummy encoding, effect encoding, and contrasts

Significance Testing in Multiple Regression Models

Multiple Regression & Interaction Effects

Short introduction to R

Regression, sums of squares and F-tests

Longitudinal Network Modeling in Clinical Psychology: Part 3 - Within- and between person designs

Longitudinal Network Modeling in Clinical Psychology: Part 4 - Examples of Longitudinal Networks

Longitudinal Network Modeling in Clinical Psychology: Part 1 - Introduction and background

Longitudinal Network Modeling in Clinical Psychology: Part 2 - Personalized Network Modeling

6 basic tips for R programming and development

Network Psychometrics - ITC Colloquim 2021

SEM1: Homogeneity testing

SEM1: Measurement Invariance

SEM 1: Multi-group modeling

SEM 1: Latent Growth Modeling

SEM 1: Introduction to measurement invariance

SEM 1 - Fit measures

SEM software overview: psychonetrics, lavaan, OpenMx/umx, Jasp, Onyx and Mplus

SEM 1: Fitting CFA models

Introduction to the SEM virtual classroom

Undirected Network Models (7) - Network Estimation using Psychonetrics

Model Selection (3) - LASSO Regularization

Undirected Network Models (4) - The Gaussian graphical model (partial correlation networks)

Undirected Network Models (5) - Estimating saturated network models

Undirected Network Models (9) - Common problems: Non-normal data, missing data & Sample size

Undirected Network Models (8) - Network Estimation using BGGM

Model Selection (1) - Introduction to Model Selection