List of Articles
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To help you navigate, here is a list of my articles based on content: 👇
Human Behavior and Well-Being
Data Visualization
- Create Heatmap in R Using ggplot2: A Step by Step Tutorial
- Create Line Charts in R Using ggplot2
- Visualizing Continuous Data with ggplot2 in R
- Visualize Gapminder Data in R: A Step by Step Tutorial
Causal Inference
- How to Explore the Effect of Doing Something: Applied Causal Inference 101 (Part 1)
- How to Explore the Effect of Doing Something: Applied Causal Inference 101 (Part 2)
- Confounding Variable and Spurious Correlation: Key Challenge in Making Causal Inference
- Endogenous Selection/Collider Bias: Another Key Issue in Causal Inference
- Regression and Causal Inference: How Causal Graphs Helped Me Overcome 3 Key Misconceptions
- Regression and Causal Inference: Which Variables Should Be Added to The Model?
Regression
- Understanding Regression Output: A Lesson for Absolute Beginners (Part 1)
- Understanding Regression Output: A Lesson for Absolute Beginners (Part 2)
- Interpreting the Coefficients of a Regression with An Interaction Term: A Detailed Explanation
- What Does It Mean to Control for A Variable in Regression?
- Interpreting Regression Coefficient: Wish I Had Known This Before