How to do a mediation analysis in R...with visuals!
Link to the added variable plot video: • Controlling/Conditioning and Added Variabl... Learning Objectives: Conditioning versus mediation Three (two?) step process of mediation How to do traditional mediation analysis in R How flexplot visualizes mediation How to visualize with flexplot This video relies on flexplot, which can be downloaded from R using the following commands: install.packages("devtools") devtools::install_github('dustinfife/flexplot', ref="development") And here's a paper I wrote about my eight step approach to data analysis: https://psyarxiv.com/r8g7c/ Undergraduate curriculum playlist (GLM-based approach): https://www.youtube.com/playlist?list... Graduate curriculum playlist (also GLM-based approach): https://www.youtube.com/playlist?list... Exonerating EDA paper: https://psyarxiv.com/5vfq6/ Download JASP (and visual modeling module): www.jasp-stat.org

Probability, Part 1: Finite Sets

Mediation Analysis in R

Using Flexplot for Mixed Models

Mediation Analysis

What is Mediation Analysis?

The Basics of Flexplot in R

Introduction to R Markdown | Foundations of data analysis with R (lesson 6)

The Psychological Reasons Statistics Training Is So Bad

Visualizing Mixed Models with Flexplot

Working with factors and categorical variables. Use forcats in R programming to change factor levels

Path Analysis in R

R - Mediation (10.1 Flip)
![Simple Mediation in R / RStudio using "lavaan" [EASY]](https://i.ytimg.com/vi/BZJ5L9iqRzU/hqdefault.jpg?sqp=-oaymwE9CNACELwBSFryq4qpAy8IARUAAAAAGAElAADIQj0AgKJDeAHwAQH4Af4JgALQBYoCDAgAEAEYZSBNKEEwDw==&rs=AOn4CLBZh_TXCS--KUSdX-KV6UjjfO8Lbg)
Simple Mediation in R / RStudio using "lavaan" [EASY]

Mediation Analysis

Path analysis in R using Lavaan (video 1; Sept, 2019)

Introduction to Tidyverse in R - dplyr

Was I wrong about modeling?

THIS is the foundation of statistics!

Estimating effect sizes for interactions

