# List of Articles

2 min readJan 9, 2022

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To help you navigate, here is a list of my articles based on content*: *👇

# Analyzing Data: Self Reflection

- Analyzing Data in Social Science vs. Engineering: Key Differences to Keep In Mind
- Five Reasons Why Statistics is So Hard to Learn

# 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)
- Why Is Correlation Neither Necessary Nor Sufficient for Causation?
- Regression and Causal Inference: How Causal Graphs Helped Me Overcome 3 Key Misconceptions
- Confounding Variable and Spurious Correlation: Key Challenge in Making Causal Inference
- Endogenous Selection/Collider Bias: Another Key Issue in Causal Inference

# Descriptive Statistics (Table & Data Visualization)

- Create LaTeX Tables in R: A Step by Step Tutorial
- 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

# Inferential Statistics

- Statistical Significance: Are You Interpreting Correctly?
- Confidence Interval: Are You Interpreting Correctly?
- Why You Should Prefer Confidence Interval over p-value

# Linear Regression

- Understanding Regression Output: A Lesson for Absolute Beginners (Part 1)
- Understanding Regression Output: A Lesson for Absolute Beginners (Part 2)
- Regression and Causal Inference: Which Variables Should Be Added to The Model?
- What Does It Mean to Control for A Variable in Regression?
- Interpreting Regression Coefficient: Wish I Had Known This Before
- Interpreting the Coefficients of a Regression with an Interaction Term: A Detailed Explanation